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    <title>DEV Community: Alex Creatune</title>
    <description>The latest articles on DEV Community by Alex Creatune (@creatunealex).</description>
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      <title>How to Fit a Christmas Song into a 30-Second Video: Measure, Then Cut</title>
      <dc:creator>Alex Creatune</dc:creator>
      <pubDate>Wed, 11 Nov 2026 03:18:19 +0000</pubDate>
      <link>https://dev.to/creatunealex/how-to-fit-a-christmas-song-into-a-30-second-video-measure-then-cut-3n65</link>
      <guid>https://dev.to/creatunealex/how-to-fit-a-christmas-song-into-a-30-second-video-measure-then-cut-3n65</guid>
      <description>&lt;p&gt;A 30-second greeting video needs a 30-second song, and a Christmas track rarely arrives at that length. The sample songs on Creatune's public Christmas page run from 1:39 to 3:44. This guide shows how to measure a song file with Python, choose the 30 seconds you want, cut them, and confirm the result lands inside a tolerance you set.&lt;/p&gt;

&lt;p&gt;I'm Alex from the Creatune team. On November 11, 2026, I checked our public Christmas song generator and audio cutter pages, then ran every script below on a synthetic 74-second stand-in file, so you can reproduce the numbers without a song of your own. The measurements describe that stand-in file and the cutter's output.&lt;/p&gt;

&lt;h2&gt;
  
  
  What you need
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;The video length in seconds (30.0 here)&lt;/li&gt;
&lt;li&gt;A song file: a download from the generator, or any WAV or MP3 you have the rights to use&lt;/li&gt;
&lt;li&gt;Python 3 (the standard library is enough)&lt;/li&gt;
&lt;li&gt;Optional: &lt;code&gt;ffprobe&lt;/code&gt;, for formats that Python's &lt;code&gt;wave&lt;/code&gt; module cannot read&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Decide the tolerance before you start. At 30 frames per second one frame lasts 0.0333 s, so a tolerance of ±0.1 s is three frames. That is a number you can write in a delivery note and check with a script.&lt;/p&gt;

&lt;h2&gt;
  
  
  Step 1: Describe the song and download it
&lt;/h2&gt;

&lt;p&gt;Open the &lt;a href="https://creatune.ai/christmas-song-generator" rel="noopener noreferrer"&gt;Christmas song generator&lt;/a&gt;. On the Simple tab, type your idea into the prompt box, which accepts up to 500 characters. The page also offers an &lt;strong&gt;Instrumental Only&lt;/strong&gt; checkbox and style chips such as Christmas Pop, Sleigh Bells, Cozy, Acoustic, Choir, Jazz, and Kids. This prompt is a good starting point for a neighbor greeting:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;A warm Christmas greeting song for my neighbors, acoustic guitar, sleigh bells, one short chorus, female vocal
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F0gsvpeysugi01mv29okw.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F0gsvpeysugi01mv29okw.png" alt="The public Christmas song generator with the example prompt typed into the Simple tab; the Sleigh Bells style chip is highlighted" width="799" height="389"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Whatever the prompt says about length, the downloaded file is what counts. Keep the download as it is and use the steps below on it. Plan on trimming: the samples on the page last 3:44, 1:39, 2:42, and 2:53.&lt;/p&gt;

&lt;h2&gt;
  
  
  Step 2: Measure the source
&lt;/h2&gt;

&lt;p&gt;To follow along without a song, this script writes a 74-second stereo WAV. It plays a four-note pattern (C, E, G, E) at 96 BPM, so one beat lasts 0.625 s and one four-beat bar lasts 2.5 s:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;
&lt;span class="nf"&gt;import&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="no"&gt;RATE&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;44100&lt;/span&gt;
&lt;span class="no"&gt;SECONDS&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;74&lt;/span&gt;
&lt;span class="no"&gt;NOTES&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mf"&gt;261.63&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mf"&gt;329.63&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mf"&gt;392.00&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mf"&gt;329.63&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;  &lt;span class="c1"&gt;# C4 E4 G4 E4, one note per beat at 96 BPM&lt;/span&gt;
&lt;span class="no"&gt;BEAT&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;60&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="mi"&gt;96&lt;/span&gt;

&lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;bytearray&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt; &lt;span class="k"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="no"&gt;RATE&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="no"&gt;SECONDS&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
    &lt;span class="n"&gt;t&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="no"&gt;RATE&lt;/span&gt;
    &lt;span class="n"&gt;freq&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="no"&gt;NOTES&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="kt"&gt;int&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;t&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="no"&gt;BEAT&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;%&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="no"&gt;NOTES&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
    &lt;span class="n"&gt;value&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mf"&gt;0.25&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sin&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pi&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;freq&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;t&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="n"&gt;sample&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;pack&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;"&amp;lt;h"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;round&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;value&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;32767&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;extend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;sample&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;  &lt;span class="c1"&gt;# same sample in left and right&lt;/span&gt;

&lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nb"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;"standin-74s.wav"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s2"&gt;"wb"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
    &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setnchannels&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setsampwidth&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setframerate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="no"&gt;RATE&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;writeframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Now read the length from the file itself. For an uncompressed WAV, duration is frames divided by sample rate:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="k"&gt;in&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;"standin-74s.wav"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s2"&gt;"cut-30s.wav"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
    &lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nb"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s2"&gt;"rb"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
        &lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getframerate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
        &lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
        &lt;span class="k"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="s2"&gt;"{name}: rate={rate} channels={audio.getnchannels()} "&lt;/span&gt;
              &lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="s2"&gt;"frames={frames} seconds={frames / rate:.4f}"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Run it once now. The second file does not exist yet, so Python stops with a FileNotFoundError after printing the first line:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;standin-74s.wav: rate=44100 channels=2 frames=3263400 seconds=74.0000
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The source is 74.0 s, so 44.0 s has to go. Because this track has a steady tempo, cut on bar lines so the music starts and ends on a downbeat. Bar 5 begins at 4 × 2.5 = 10.0 s, and 30 s later is 40.0 s, which is the start of bar 17. For your own song, replace 96 BPM with its tempo: seconds per bar = 4 × 60 / BPM.&lt;/p&gt;

&lt;h2&gt;
  
  
  Step 3: Cut the section
&lt;/h2&gt;

&lt;p&gt;Open the &lt;a href="https://creatune.ai/audio-cutter" rel="noopener noreferrer"&gt;audio cutter&lt;/a&gt; and choose your file with &lt;strong&gt;Choose audio&lt;/strong&gt;. The page lists MP3, WAV, M4A, FLAC, and OGG, keeps local audio on your device, and states a limit of 50 MB per file and five minutes at the time of my check.&lt;/p&gt;

&lt;p&gt;After the file loads, the page shows its name and length (74.0 s here) plus &lt;strong&gt;Start (s)&lt;/strong&gt; and &lt;strong&gt;End (s)&lt;/strong&gt; fields. Enter 10 and 40. The label at the lower left changes to &lt;strong&gt;Total: 30.0 s&lt;/strong&gt;. Open the format menu, which offers MP3, WAV, and FLAC, choose &lt;strong&gt;WAV&lt;/strong&gt; so the file can be measured frame by frame, and select &lt;strong&gt;Download&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F317aafa2w2xd344bpv8n.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F317aafa2w2xd344bpv8n.png" alt="The public audio cutter with the 74-second stand-in file loaded, Start set to 10, End set to 40, Total 30.0 s, and WAV selected as the output format" width="800" height="527"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The browser suggested &lt;code&gt;standin-74s-audio-cutter.wav&lt;/code&gt;. Save a copy as &lt;code&gt;cut-30s.wav&lt;/code&gt; next to the source so the measuring script finds it.&lt;/p&gt;

&lt;h2&gt;
  
  
  Step 4: Verify the cut
&lt;/h2&gt;

&lt;p&gt;Run the same measuring script again:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;standin-74s.wav: rate=44100 channels=2 frames=3263400 seconds=74.0000
cut-30s.wav: rate=44100 channels=2 frames=1323000 seconds=30.0000
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;File&lt;/th&gt;
&lt;th&gt;Sample rate&lt;/th&gt;
&lt;th&gt;Channels&lt;/th&gt;
&lt;th&gt;Frames&lt;/th&gt;
&lt;th&gt;Duration&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;standin-74s.wav&lt;/td&gt;
&lt;td&gt;44,100 Hz&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;3,263,400&lt;/td&gt;
&lt;td&gt;74.0000 s&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;cut-30s.wav&lt;/td&gt;
&lt;td&gt;44,100 Hz&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;1,323,000&lt;/td&gt;
&lt;td&gt;30.0000 s&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;1,323,000 frames ÷ 44,100 Hz is exactly 30 s, so the difference from the target is 0.0000 s, inside the ±0.1 s tolerance.&lt;/p&gt;

&lt;p&gt;If your download is an MP3 or another format &lt;code&gt;wave&lt;/code&gt; cannot open, ask &lt;code&gt;ffprobe&lt;/code&gt; for the duration instead:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;ffprobe -v error -show_entries &lt;span class="nv"&gt;stream&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;codec_name,sample_rate,channels:format=duration -of &lt;span class="nv"&gt;default&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="nv"&gt;nw&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;1 cut-30s.mp3
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Finish with a short acceptance record you can keep next to the project:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Video length: 30.0 s
Tolerance: ±0.1 s
Source: standin-74s.wav, 74.0000 s
Cut: 10.0 s to 40.0 s (bar 5 to bar 17 at 96 BPM)
Delivered: cut-30s.wav, 1,323,000 frames at 44,100 Hz = 30.0000 s
Result: within tolerance
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Questions that come up
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;What if the song is shorter than 30 seconds?&lt;/strong&gt; Nothing needs cutting. Decide whether the video can wait for a longer version of the track, and measure again after any change.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Should the cut end on the last frame of the video?&lt;/strong&gt; The cut fixes the length; a fade-out is a separate edit. Add the fade in your video editor so the music does not stop in the middle of a note. A fade changes loudness over time, not the file's duration.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The start sounds abrupt. Can I move it?&lt;/strong&gt; Yes. Shift both Start and End by the same amount so the total stays at 30.0 s, and run the measuring script again.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;My video is 24 fps, not 30. Does the tolerance change?&lt;/strong&gt; One frame is 0.0417 s, so ±0.1 s is about two frames. Tighten the tolerance if your delivery spec asks for it.&lt;/p&gt;

&lt;h2&gt;
  
  
  Related reading from our team
&lt;/h2&gt;

&lt;p&gt;If a clip is still a few seconds off after cutting, changing playback speed alters its length by a predictable ratio. This earlier guide measures that on real exports: &lt;a href="https://dev.to/creatunealex/how-to-check-audio-duration-after-a-speed-change-why-08x-takes-25-longer-4dja"&gt;How to Check Audio Duration After a Speed Change&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;For planning the start point, end point, and tail of a short video's music on one sheet, see &lt;a href="https://qiita.com/creatunealex/items/4f86c82e2a9a16ee435b" rel="noopener noreferrer"&gt;the cut-planning sheet for short-video BGM&lt;/a&gt; (in Japanese).&lt;/p&gt;

</description>
      <category>python</category>
      <category>audio</category>
      <category>tutorial</category>
      <category>video</category>
    </item>
    <item>
      <title>What Does 24-bit PCM Mean? Check Sample Width After a WAV Export</title>
      <dc:creator>Alex Creatune</dc:creator>
      <pubDate>Sun, 08 Nov 2026 14:00:57 +0000</pubDate>
      <link>https://dev.to/creatunealex/what-does-24-bit-pcm-mean-check-sample-width-after-a-wav-export-4pl7</link>
      <guid>https://dev.to/creatunealex/what-does-24-bit-pcm-mean-check-sample-width-after-a-wav-export-4pl7</guid>
      <description>&lt;p&gt;A WAV delivery request can specify 24-bit PCM. To check that requirement, read the sample width of the delivered file. The filename and the waveform display provide other information, while sample width answers how many bytes store each sample.&lt;/p&gt;

&lt;p&gt;I'm Alex from the Creatune team. On November 8, 2026, I created a one-second 24-bit PCM fixture, converted it through our public English audio converter, and inspected the downloaded WAV. The measurements below cover file metadata. I did not perform a listening comparison.&lt;/p&gt;

&lt;h2&gt;
  
  
  Put bit depth, sample rate, and channels in separate fields
&lt;/h2&gt;

&lt;p&gt;For ordinary integer PCM, bit depth describes the number of bits used for each channel's sample. A 24-bit sample occupies three bytes. A 16-bit sample occupies two. Their representable integer grids contain 2^24 and 2^16 values respectively.&lt;/p&gt;

&lt;p&gt;Sample rate describes the number of frames per second. Channel count describes how many samples occur in each frame. For an uncompressed PCM payload, the basic relationship is&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;payload_bytes = frames * channels * bytes_per_sample
seconds = frames / sample_rate
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;A WAV file also contains a header and may contain additional chunks, so its total byte size can exceed the audio payload. Treat the delivered file's encoding, sample rate, channel count, and duration as separate acceptance fields.&lt;/p&gt;

&lt;h2&gt;
  
  
  Create a source with known properties
&lt;/h2&gt;

&lt;p&gt;This Python script writes a mono, 48 kHz, 24-bit integer PCM WAV. It uses a short synthetic tone so the example can be reproduced without recording or licensing an external track.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;48000&lt;/span&gt;
&lt;span class="n"&gt;samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;bytearray&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
    &lt;span class="n"&gt;value&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;round&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mf"&gt;0.2&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;8388607&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sin&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pi&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;440&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
    &lt;span class="n"&gt;samples&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;extend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;value&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;to_bytes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;little&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;signed&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="bp"&gt;True&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;

&lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;mono24-48000-1s.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;wb&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
    &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setnchannels&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setsampwidth&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setframerate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;writeframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;samples&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The positive full-scale integer for signed 24-bit PCM is 8,388,607. The 0.2 multiplier keeps this fixture's amplitude comfortably inside its numeric range.&lt;/p&gt;

&lt;h2&gt;
  
  
  Convert the fixture and retain both files
&lt;/h2&gt;

&lt;p&gt;Open the English Creatune audio converter and choose the fixture with &lt;strong&gt;Choose audio&lt;/strong&gt;. The page displayed the filename and a rounded duration of 1.0 s. In this session, the initial output selection was MP3. &lt;a href="https://creatune.ai/audio-converter" rel="noopener noreferrer"&gt;Audio converter&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fwtz5z7s6j8nx1wjdjeag.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fwtz5z7s6j8nx1wjdjeag.png" alt="The public audio converter displays the owned one-second fixture before choosing the export format" width="800" height="491"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Open &lt;strong&gt;Output format&lt;/strong&gt;, select &lt;strong&gt;WAV&lt;/strong&gt;, and choose &lt;strong&gt;Download&lt;/strong&gt;. Keep the source file and save a separate copy of the download as &lt;code&gt;converted.wav&lt;/code&gt;. The browser suggested &lt;code&gt;mono24-48000-1s-audio-converter.wav&lt;/code&gt; during this test.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fegf6puwk8btegs1olzxn.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fegf6puwk8btegs1olzxn.png" alt="WAV selected in the public converter before downloading the measured output" width="800" height="491"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The visible controls in this workflow select the output format. They do not expose a separate bit-depth selector. The export therefore needs a file-level check against any 24-bit delivery requirement.&lt;/p&gt;

&lt;h2&gt;
  
  
  Read the downloaded metadata
&lt;/h2&gt;

&lt;p&gt;Run this script in the directory containing the two files&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;mono24-48000-1s.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;converted.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
    &lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;rb&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
        &lt;span class="n"&gt;width&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getsampwidth&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
        &lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getframerate&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
        &lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnframes&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
        &lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
            &lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;width_bytes=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;width&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;bits=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;width&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;8&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;rate=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;channels=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnchannels&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt;
            &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;frames=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;seconds=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="p"&gt;)&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Python's &lt;code&gt;wave&lt;/code&gt; reader supports the uncompressed PCM files used here. A float or compressed WAV may need a reader that supports its encoding. If the reader rejects the file, inspect that encoding before treating its width as an integer-PCM bit depth.&lt;/p&gt;

&lt;p&gt;These are the values measured in this run&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Field&lt;/th&gt;
&lt;th&gt;Source&lt;/th&gt;
&lt;th&gt;Downloaded WAV&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Bytes per sample&lt;/td&gt;
&lt;td&gt;3&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Integer PCM bit depth&lt;/td&gt;
&lt;td&gt;24&lt;/td&gt;
&lt;td&gt;16&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Sample rate&lt;/td&gt;
&lt;td&gt;48,000 Hz&lt;/td&gt;
&lt;td&gt;44,100 Hz&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Channels&lt;/td&gt;
&lt;td&gt;1&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Frames&lt;/td&gt;
&lt;td&gt;48,000&lt;/td&gt;
&lt;td&gt;44,099&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Duration&lt;/td&gt;
&lt;td&gt;1.0 s&lt;/td&gt;
&lt;td&gt;0.9999773242630385 s&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;The downloaded file used 16-bit PCM, so it did not meet a requirement to retain 24-bit PCM. Its sample rate and channel count also changed. At 44.1 kHz, 44,100 frames would make exactly one second. This output had one fewer frame, about 22.7 microseconds shorter, while the tool's rounded display still showed 1.0 s.&lt;/p&gt;

&lt;p&gt;Those observations apply to this fixture and this export. The measurements establish the stored format and duration. They leave listening quality, effective recording resolution, and the treatment of other inputs for separate checks.&lt;/p&gt;

&lt;h2&gt;
  
  
  Turn the requirement into a reproducible decision
&lt;/h2&gt;

&lt;p&gt;Write an acceptance record before delivering the converted file&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Required encoding: integer PCM
Required sample width: 3 bytes / 24 bits
Required sample rate: 48000 Hz
Required channels: 1
Duration tolerance: define it with the recipient
Observed output: 2 bytes / 16 bits, 44100 Hz, 2 channels
Decision for this requirement: choose an export workflow with the required controls
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Increasing the sample width of an already quantized file can provide a larger storage representation, while the earlier quantization has already limited the stored values. Keep the original recording when later processing or delivery depends on that precision.&lt;/p&gt;

&lt;p&gt;Our earlier WAV handoff checklist helps turn these fields into an explicit agreement with the next tool or collaborator. &lt;a href="https://dev.to/creatunealex/a-wav-filename-is-not-an-audio-delivery-contract-3nhp"&gt;WAV delivery requirements&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;For a separate amplitude check after processing, our reproducible gain test shows how to measure sample peaks and record their units. &lt;a href="https://dev.to/creatunealex/verify-a-gain-change-with-sample-peaks-before-judging-loudness-259g"&gt;Measuring a gain change with sample peaks&lt;/a&gt;&lt;/p&gt;

</description>
      <category>audio</category>
    </item>
    <item>
      <title>How to Check Audio Duration After a Speed Change: Why 0.8 Takes 25% Longer</title>
      <dc:creator>Alex Creatune</dc:creator>
      <pubDate>Fri, 06 Nov 2026 03:57:52 +0000</pubDate>
      <link>https://dev.to/creatunealex/how-to-check-audio-duration-after-a-speed-change-why-08x-takes-25-longer-4dja</link>
      <guid>https://dev.to/creatunealex/how-to-check-audio-duration-after-a-speed-change-why-08x-takes-25-longer-4dja</guid>
      <description>&lt;p&gt;A practice track is eight seconds long. You set its speed to 0.8×. Should the result last 9.6 seconds or 10 seconds?&lt;/p&gt;

&lt;p&gt;It should last 10 seconds. The speed is 20% lower, but the duration is 25% longer. If you are fitting a rehearsal clip into a fixed slot, confusing those percentages gives you the wrong endpoint before you even export.&lt;/p&gt;

&lt;p&gt;I’m Alex from the Creatune team. I tested the duration calculation below with a synthetic WAV in our public speed changer on November 4, 2026. The measurements cover exported file duration and format metadata; they do not establish listening quality or pitch preservation.&lt;/p&gt;

&lt;h2&gt;
  
  
  Start with the inverse relationship
&lt;/h2&gt;

&lt;p&gt;For a constant speed multiplier &lt;code&gt;s&lt;/code&gt;, with no trimming or added padding:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;output_duration = input_duration / s
speed_multiplier = input_duration / target_duration
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;A multiplier describes how quickly you move through the original timeline. At 0.8×, one second of source material needs &lt;code&gt;1 / 0.8 = 1.25&lt;/code&gt; seconds to play.&lt;/p&gt;

&lt;p&gt;For an eight-second source:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Speed&lt;/th&gt;
&lt;th&gt;Calculation&lt;/th&gt;
&lt;th&gt;Expected duration&lt;/th&gt;
&lt;th&gt;Change from the source&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;0.8×&lt;/td&gt;
&lt;td&gt;8 / 0.8&lt;/td&gt;
&lt;td&gt;10 seconds&lt;/td&gt;
&lt;td&gt;25% longer&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;1×&lt;/td&gt;
&lt;td&gt;8 / 1&lt;/td&gt;
&lt;td&gt;8 seconds&lt;/td&gt;
&lt;td&gt;Unchanged&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;1.25×&lt;/td&gt;
&lt;td&gt;8 / 1.25&lt;/td&gt;
&lt;td&gt;6.4 seconds&lt;/td&gt;
&lt;td&gt;20% shorter&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;The percentage change in duration is &lt;code&gt;(1 / s - 1) * 100&lt;/code&gt;, not &lt;code&gt;(1 - s) * 100&lt;/code&gt;.&lt;/p&gt;

&lt;p&gt;This also works backwards. To stretch eight seconds to ten seconds, request &lt;code&gt;8 / 10 = 0.8×&lt;/code&gt;. If the interface cannot represent your exact multiplier, treat the chosen value as an approximation and measure the export.&lt;/p&gt;

&lt;h2&gt;
  
  
  Make a source whose duration you know
&lt;/h2&gt;

&lt;p&gt;Use a short WAV you own, or generate the same eight-second fixture with Python’s standard library. No microphone or third-party audio is needed.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;44100&lt;/span&gt;
&lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;8&lt;/span&gt;
&lt;span class="n"&gt;samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
    &lt;span class="nf"&gt;round&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mf"&gt;0.2&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;32767&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sin&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pi&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;440&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
    &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="p"&gt;]&lt;/span&gt;

&lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;tone440-8seconds.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;wb&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;out&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
    &lt;span class="n"&gt;out&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setnchannels&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="n"&gt;out&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setsampwidth&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="n"&gt;out&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setframerate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="n"&gt;out&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;writeframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;pack&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;&amp;lt;&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;h&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;samples&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This creates 352,800 frames of mono, 16-bit PCM at 44,100 Hz. The 440 Hz tone supplies a simple signal for the file; counting its frames supplies the exact input duration. A steady tone does not test how a music processor handles drum attacks, voices, or complex mixes.&lt;/p&gt;

&lt;h2&gt;
  
  
  Export two settings from the same original
&lt;/h2&gt;

&lt;p&gt;Open the English &lt;a href="https://creatune.ai/audio-speed-changer" rel="noopener noreferrer"&gt;Creatune music speed changer&lt;/a&gt;. In the public interface I checked, the Speed control runs from 0.5× to 2× in steps of 0.05, and the output choices are MP3, WAV, and FLAC.&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Choose &lt;code&gt;tone440-8seconds.wav&lt;/code&gt; as the input.&lt;/li&gt;
&lt;li&gt;Set &lt;strong&gt;Speed&lt;/strong&gt; to &lt;strong&gt;0.8×&lt;/strong&gt;. Confirm that the input still reads &lt;strong&gt;8.0 s&lt;/strong&gt; and &lt;strong&gt;Total&lt;/strong&gt; reads &lt;strong&gt;10.0 s&lt;/strong&gt;.&lt;/li&gt;
&lt;li&gt;Set the output format to &lt;strong&gt;WAV&lt;/strong&gt;, then select &lt;strong&gt;Download&lt;/strong&gt;. Save or rename this export as &lt;code&gt;speed-080.wav&lt;/code&gt;.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fg1fqcl9fomcrm11u3u3o.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fg1fqcl9fomcrm11u3u3o.png" alt="The public speed changer showing the original eight-second WAV, Speed 0.8×, Total 10.0 s, and WAV output" width="800" height="491"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Keep the original file loaded. Change &lt;strong&gt;Speed&lt;/strong&gt; to &lt;strong&gt;1.25×&lt;/strong&gt;. The displayed Total becomes &lt;strong&gt;6.4 s&lt;/strong&gt;.&lt;/li&gt;
&lt;li&gt;Download another WAV and save it as &lt;code&gt;speed-125.wav&lt;/code&gt;.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftii3l36cj4aj64idoqb6.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftii3l36cj4aj64idoqb6.png" alt="The same original file at Speed 1.25× with Total 6.4 s and WAV output" width="800" height="491"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Use separate filenames so that the second download does not replace the first. Do not load &lt;code&gt;speed-080.wav&lt;/code&gt; as the second input: that would test a second processing pass on the ten-second export, rather than a different setting on the original eight seconds.&lt;/p&gt;

&lt;p&gt;The page currently states a 50 MB file limit and up to five minutes on desktop, or 2.5 minutes on small screens. This fixture is comfortably inside those limits.&lt;/p&gt;

&lt;h2&gt;
  
  
  Count frames in the downloaded files
&lt;/h2&gt;

&lt;p&gt;A rounded Total label is useful for setting up the operation. The exported file is the thing to measure before placing it on a timeline.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;
    &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;tone440-8seconds.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;speed-080.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;speed-125.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="p"&gt;):&lt;/span&gt;
    &lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;rb&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
        &lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnframes&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
        &lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getframerate&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
        &lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
            &lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;frames=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;rate=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;channels=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnchannels&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt;
            &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;bytes_per_sample=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;audio&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getsampwidth&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt;
            &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;seconds=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="p"&gt;)&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Here are the actual file measurements from this test:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;File&lt;/th&gt;
&lt;th&gt;Frames&lt;/th&gt;
&lt;th&gt;Sample rate&lt;/th&gt;
&lt;th&gt;Channels&lt;/th&gt;
&lt;th&gt;Bytes per sample&lt;/th&gt;
&lt;th&gt;Duration&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Original&lt;/td&gt;
&lt;td&gt;352,800&lt;/td&gt;
&lt;td&gt;44,100 Hz&lt;/td&gt;
&lt;td&gt;1&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;8.0 s&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;0.8× export&lt;/td&gt;
&lt;td&gt;441,000&lt;/td&gt;
&lt;td&gt;44,100 Hz&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;10.0 s&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;1.25× export&lt;/td&gt;
&lt;td&gt;282,240&lt;/td&gt;
&lt;td&gt;44,100 Hz&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;6.4 s&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;Both measured durations match the inverse-speed calculation exactly for this fixture. The exports also have two channels, while the source has one. That is why raw file size is a poor shortcut for checking duration here: channel count changed too.&lt;/p&gt;

&lt;p&gt;A frame contains one sample for each channel at one instant. Divide &lt;strong&gt;frames by sample rate&lt;/strong&gt; to get seconds. Do not divide that result by the number of channels.&lt;/p&gt;

&lt;h2&gt;
  
  
  Diagnose a mismatch without guessing
&lt;/h2&gt;

&lt;p&gt;If a downloaded clip is not the length you expected, check these in order:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Input identity:&lt;/strong&gt; was the original file still loaded, or did you accidentally process a previous export?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Multiplier:&lt;/strong&gt; did you enter a speed factor such as 0.8, or a percentage such as 20?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;File identity:&lt;/strong&gt; are you inspecting the newest export with the intended setting?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Measurement:&lt;/strong&gt; use decoded frames and sample rate, rather than file bytes or a rounded player label. The Python example above is for PCM WAV; an MP3 needs an appropriate decoder.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Extra operations:&lt;/strong&gt; trimming, padding, or a second processing pass changes the calculation. Record those separately before attributing a mismatch to speed.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Matching duration is only one acceptance check. For a rehearsal track, also listen to the beginning, transitions, and ending at a comfortable volume, and judge whether the instruments and words remain useful for your purpose. I did not perform that listening comparison in this test.&lt;/p&gt;

&lt;h2&gt;
  
  
  Related checks
&lt;/h2&gt;

&lt;p&gt;If your next question is whether the pace itself matches the intended beat, our earlier &lt;a href="https://dev.to/creatunealex/what-is-bpm-check-a-tempo-estimate-with-a-reproducible-click-track-9pj"&gt;reproducible click-track tempo check&lt;/a&gt; explains how to establish a known BPM reference.&lt;/p&gt;

&lt;p&gt;If your workflow joins files with different sample rates, &lt;a href="https://dev.to/creatunealex/how-to-check-duration-when-joining-441-khz-and-48-khz-audio-26dn"&gt;checking duration when joining 44.1 kHz and 48 kHz audio&lt;/a&gt; shows why you must read each file’s sample rate before converting frame counts to seconds.&lt;/p&gt;

</description>
      <category>audio</category>
    </item>
    <item>
      <title>A Fade-Out Is Not Yet a Crossfade: Test the Timeline Before Shipping Audio</title>
      <dc:creator>Alex Creatune</dc:creator>
      <pubDate>Tue, 03 Nov 2026 06:42:56 +0000</pubDate>
      <link>https://dev.to/creatunealex/a-fade-out-is-not-yet-a-crossfade-test-the-timeline-before-shipping-audio-1ge3</link>
      <guid>https://dev.to/creatunealex/a-fade-out-is-not-yet-a-crossfade-test-the-timeline-before-shipping-audio-1ge3</guid>
      <description>&lt;p&gt;You soften the end of the first clip, export a join, and expect the second clip to start earlier. It may not. A fade changes amplitude over time; a crossfade also overlaps neighboring clips. Those are separate decisions when the output must stay aligned with a video cue.&lt;/p&gt;

&lt;p&gt;I'm Alex from the Creatune team. I tested this distinction in our public Audio Joiner with two synthetic WAV files on November 1, 2026. This is a file-duration experiment, not a listening test or a claim about which transition sounds better.&lt;/p&gt;

&lt;h2&gt;
  
  
  Make two clips whose lengths are unambiguous
&lt;/h2&gt;

&lt;p&gt;Use Python's standard library to create two two-second, mono, 16-bit WAV files at 44.1 kHz. Different tones make the sources distinguishable if you later inspect the transition, but the test below measures duration only.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;44100&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;hz&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;440&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;880&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
    &lt;span class="n"&gt;samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nf"&gt;round&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mf"&gt;0.25&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;32767&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sin&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pi&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;hz&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
               &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)]&lt;/span&gt;
    &lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sa"&gt;f&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;tone&lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;hz&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="s"&gt;.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;wb&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
        &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setparams&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;NONE&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;not compressed&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
        &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;writeframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;pack&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;&amp;lt;&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;h&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="nf"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;samples&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;samples&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Keep both source intervals at Start &lt;code&gt;0&lt;/code&gt; and End &lt;code&gt;2&lt;/code&gt;. Leave &lt;strong&gt;Trim silence at joins&lt;/strong&gt; unchecked so silence removal cannot become a second cause of a duration change. Use WAV output to make the sample-frame check straightforward.&lt;/p&gt;

&lt;h2&gt;
  
  
  Test A: fade out only
&lt;/h2&gt;

&lt;p&gt;Open &lt;a href="https://creatune.ai/audio-joiner" rel="noopener noreferrer"&gt;Creatune Audio Joiner&lt;/a&gt;, choose the two files, and confirm the order: 440 Hz first, 880 Hz second. The public page says local audio stays on the device.&lt;/p&gt;

&lt;p&gt;Enable &lt;strong&gt;Fade out&lt;/strong&gt; on the first clip and set its duration to &lt;code&gt;1&lt;/code&gt; second. Leave the second clip's &lt;strong&gt;Fade in&lt;/strong&gt; off. In this test the join label remained &lt;strong&gt;Direct join&lt;/strong&gt;, and the total remained &lt;strong&gt;0:04.0&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fjwxi85i43benw5vexgxm.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fjwxi85i43benw5vexgxm.png" alt="Only the first clip has a one-second fade-out; the join remains direct and the total is four seconds" width="800" height="422"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Download the WAV and save it as &lt;code&gt;fade-out-only.wav&lt;/code&gt;. A fading tail does not by itself move the next clip to an earlier time in this configuration.&lt;/p&gt;

&lt;h2&gt;
  
  
  Test B: enable the matching fade-in
&lt;/h2&gt;

&lt;p&gt;Keep every other setting unchanged. Enable &lt;strong&gt;Fade in&lt;/strong&gt; on the second clip and set it to &lt;code&gt;1&lt;/code&gt; second. The join now displayed &lt;strong&gt;Crossfade · 1.0 s&lt;/strong&gt;, and the total became &lt;strong&gt;0:03.0&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fj2jee48b9w2nozgnzu2d.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fj2jee48b9w2nozgnzu2d.png" alt="Both adjacent fade controls are enabled; the displayed overlap is one second and the total is three seconds" width="800" height="422"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Download again, this time as &lt;code&gt;crossfade-both.wav&lt;/code&gt;. For this equal-duration case:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;output duration = first clip + second clip - overlap
                = 2 + 2 - 1
                = 3 seconds
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;There is one overlap region, so subtract it once. Do not subtract one second twice merely because two fade controls are enabled. This experiment does not establish how unequal fade lengths are resolved; read the actual join label and measure a fresh export for that case.&lt;/p&gt;

&lt;h2&gt;
  
  
  Verify the files, not just the rounded UI
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;fade-out-only.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;crossfade-both.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
    &lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;rb&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
        &lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnframes&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getframerate&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
        &lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;frames=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;rate=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
              &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;channels=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnchannels&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;seconds=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The downloaded files measured:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Configuration&lt;/th&gt;
&lt;th&gt;Sample frames&lt;/th&gt;
&lt;th&gt;Rate&lt;/th&gt;
&lt;th&gt;Channels&lt;/th&gt;
&lt;th&gt;Duration&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;First clip fade-out only&lt;/td&gt;
&lt;td&gt;176400&lt;/td&gt;
&lt;td&gt;44100&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;4.0 s&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;First fade-out + second fade-in&lt;/td&gt;
&lt;td&gt;132300&lt;/td&gt;
&lt;td&gt;44100&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;3.0 s&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;Use &lt;strong&gt;frames / sample rate&lt;/strong&gt;, not the total number of interleaved channel samples. The output happened to be stereo even though the inputs were mono; multiplying by channel count would incorrectly double the duration.&lt;/p&gt;

&lt;h2&gt;
  
  
  Turn the distinction into a delivery check
&lt;/h2&gt;

&lt;p&gt;If a second spoken cue must start at exactly two seconds, a one-second overlap changes that schedule. If the intention is a musical handover, that overlap may be useful. Choose the timing requirement first, then the fade settings.&lt;/p&gt;

&lt;p&gt;Before delivery, record the source intervals, each enabled fade, the displayed overlap, and the measured export duration. Then listen for lost consonants, a masked attack, or an unwanted dip at the boundary. Duration alone cannot establish smoothness, and tones are not a substitute for checking speech or music in context.&lt;/p&gt;

&lt;p&gt;For a repeatable handoff, our earlier guide shows how to &lt;a href="https://dev.to/creatunealex/before-joining-audio-write-a-clip-manifest-you-can-rebuild-1ife"&gt;write a clip manifest you can rebuild&lt;/a&gt;. If the timing is right but the boundary still sounds rough, &lt;a href="https://dev.to/creatunealex/why-an-exact-audio-cut-can-still-have-a-rough-edge-4m16"&gt;the sample-boundary check for an exact audio cut&lt;/a&gt; explains a different failure mode. Both are team-authored follow-up tutorials, not independent product reviews.&lt;/p&gt;

</description>
      <category>audio</category>
    </item>
    <item>
      <title>Joining Audio Is Not Mixing: Verify the Difference with Two Tones</title>
      <dc:creator>Alex Creatune</dc:creator>
      <pubDate>Sat, 31 Oct 2026 03:51:41 +0000</pubDate>
      <link>https://dev.to/creatunealex/joining-audio-is-not-mixing-verify-the-difference-with-two-tones-mjk</link>
      <guid>https://dev.to/creatunealex/joining-audio-is-not-mixing-verify-the-difference-with-two-tones-mjk</guid>
      <description>&lt;p&gt;Putting a voice clip and a backing track into an audio joiner does not automatically place the voice over the music. A direct join places one clip after another. A mix combines signals that occupy the same time interval.&lt;/p&gt;

&lt;p&gt;I’m Alex from the Creatune team. I checked this distinction with two synthetic WAV files and an actual export from our public Audio Joiner. The observations below are file measurements, not listening impressions.&lt;/p&gt;

&lt;h2&gt;
  
  
  Write the expected timeline before choosing a tool
&lt;/h2&gt;

&lt;p&gt;For two clips that each last two seconds, a direct join should produce roughly four seconds. Starting both clips together in a mix would instead produce roughly two seconds, assuming neither is extended. A crossfade overlaps only part of a transition; it is not the same as placing two complete tracks together.&lt;/p&gt;

&lt;p&gt;In sample terms, concatenation is &lt;code&gt;A followed by B&lt;/code&gt;. Mixing is &lt;code&gt;gain_A * A[n] + gain_B * B[n]&lt;/code&gt; at each shared time position, with alignment and headroom decisions. A louder sum can clip even when neither original clips, so simply adding arrays is not a complete mixing workflow.&lt;/p&gt;

&lt;h2&gt;
  
  
  Make a test whose parts are easy to identify
&lt;/h2&gt;

&lt;p&gt;Use Python’s standard library to create a 440 Hz tone and an 880 Hz tone, both two seconds long at 44,100 Hz. These are our own test signals, not music taken from another artist.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;hz&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;first-440.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;440&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;second-880.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;880&lt;/span&gt;&lt;span class="p"&gt;)):&lt;/span&gt;
    &lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;wb&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
        &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setparams&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;44100&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;NONE&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;not compressed&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
        &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;writeframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sa"&gt;b&lt;/span&gt;&lt;span class="sh"&gt;""&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;join&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
            &lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;pack&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;&amp;lt;h&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;round&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;8192&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sin&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pi&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;hz&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="mi"&gt;44100&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
            &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;88200&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
        &lt;span class="p"&gt;))&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;On &lt;a href="https://creatune.ai/audio-joiner" rel="noopener noreferrer"&gt;Creatune Audio Joiner&lt;/a&gt;, choose the two files and keep 440 Hz first. Leave their start and end values at the full two seconds. Keep fades and “Trim silence at joins” off, and confirm the transition says “Direct join.” Choose WAV as the output format.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fhpcpwjglowpjfptclkon.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fhpcpwjglowpjfptclkon.png" alt="Two two-second test files arranged in order with a direct join and WAV output" width="800" height="419"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The public page shows local files remain on the device. The screenshots use the signed-out interface. I clicked Download and measured the resulting WAV; no music generation was involved.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftz8umjt6yrnsfrcg740b.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftz8umjt6yrnsfrcg740b.png" alt="The same public workspace after the WAV export reports Download ready" width="800" height="419"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Inspect duration and two interior windows
&lt;/h2&gt;

&lt;p&gt;The exported file contained &lt;strong&gt;176,400 frames at 44,100 Hz: exactly 4.000000 seconds&lt;/strong&gt;, with two channels. The input files were mono, so this export changed the channel count. That observation belongs to this test; it is not a promise about every source or browser.&lt;/p&gt;

&lt;p&gt;To distinguish sequential tones from simultaneous tones, inspect windows away from the join: 0.5–1.0 seconds and 2.5–3.0 seconds. The following standard-library check measures the amplitudes at the two known frequencies in the first output channel. It is a narrow test for these fixtures, not a general music pitch detector.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;array&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;sys&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="n"&gt;pathlib&lt;/span&gt; &lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;Path&lt;/span&gt;
&lt;span class="n"&gt;path&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nc"&gt;Path&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;sys&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;argv&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="nf"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;sys&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;argv&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt; &lt;span class="k"&gt;else&lt;/span&gt; &lt;span class="nc"&gt;Path&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;joined.wav&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;str&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;path&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;rb&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
    &lt;span class="k"&gt;assert&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getsampwidth&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;This check expects 16-bit PCM WAV&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;
    &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;channels&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getframerate&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnchannels&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnframes&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
    &lt;span class="n"&gt;samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;array&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;array&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;h&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;readframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;sys&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;byteorder&lt;/span&gt; &lt;span class="o"&gt;!=&lt;/span&gt; &lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;little&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
    &lt;span class="n"&gt;samples&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;byteswap&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;v&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="mi"&gt;32768&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;v&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;samples&lt;/span&gt;&lt;span class="p"&gt;[::&lt;/span&gt;&lt;span class="n"&gt;channels&lt;/span&gt;&lt;span class="p"&gt;]]&lt;/span&gt;
&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sa"&gt;f&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="s"&gt; Hz; &lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;channels&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="s"&gt; channels; &lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="s"&gt; frames; &lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="si"&gt;:&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="s"&gt; seconds&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;start&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mf"&gt;0.5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mf"&gt;2.5&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
    &lt;span class="n"&gt;window&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nf"&gt;round&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;&lt;span class="nf"&gt;round&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="mf"&gt;0.5&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;)]&lt;/span&gt;
    &lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;amplitude&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;hz&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
        &lt;span class="n"&gt;angle&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pi&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;hz&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;
        &lt;span class="n"&gt;real&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;fsum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;v&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;cos&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;angle&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;v&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;enumerate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;window&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
        &lt;span class="n"&gt;imag&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;fsum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;v&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sin&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;angle&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;v&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;enumerate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;window&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
        &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;hypot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;real&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;imag&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="nf"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;window&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sa"&gt;f&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="si"&gt;:&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="s"&gt;-&lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mf"&gt;0.5&lt;/span&gt;&lt;span class="si"&gt;:&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="s"&gt;s: A440=&lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="nf"&gt;amplitude&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;440&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="si"&gt;:&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="s"&gt;, A880=&lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="nf"&gt;amplitude&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;880&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="si"&gt;:&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;

&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Run it as &lt;code&gt;python verify-join.py joined.wav&lt;/code&gt;, using your downloaded file’s name. My output was:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;44100 Hz; 2 channels; 176400 frames; 4.000000 seconds
0.5-1.0s: A440=0.250000, A880=0.000001
2.5-3.0s: A440=0.000000, A880=0.250000
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The first window contains the 440 Hz test tone; the second contains the 880 Hz tone. Small residual values are not a second musical layer. Together with the duration and direct-join setting, these measurements support sequential placement. They do not establish perceptual quality or guarantee sample-identical output.&lt;/p&gt;

&lt;h2&gt;
  
  
  Use the result to choose the next operation
&lt;/h2&gt;

&lt;p&gt;A sequence of interview answers or a listening reel needs joining. A voice over background music needs a mixer or multitrack editor with time alignment and independent levels. If the goal is a short transition, a crossfade may be appropriate, but check the new total duration and the overlap separately.&lt;/p&gt;

&lt;p&gt;For a longer sequence, &lt;a href="https://dev.to/creatunealex/how-to-verify-clip-order-in-a-joined-audio-file-with-three-test-tones-2i71"&gt;verify clip order with three identifiable tones&lt;/a&gt; before judging transitions. If your source files use different sample rates, &lt;a href="https://dev.to/creatunealex/how-to-check-duration-when-joining-441-khz-and-48-khz-audio-26dn"&gt;check duration using the output frame count&lt;/a&gt;; that catches a different class of timeline error.&lt;/p&gt;

</description>
      <category>python</category>
    </item>
    <item>
      <title>Why a Healthy Stereo Waveform Can Disappear in Mono</title>
      <dc:creator>Alex Creatune</dc:creator>
      <pubDate>Fri, 30 Oct 2026 03:40:15 +0000</pubDate>
      <link>https://dev.to/creatunealex/why-a-healthy-stereo-waveform-can-disappear-in-mono-2c4n</link>
      <guid>https://dev.to/creatunealex/why-a-healthy-stereo-waveform-can-disappear-in-mono-2c4n</guid>
      <description>&lt;p&gt;A waveform can look substantial, and both channels can contain valid samples, while a mono mix of the same file is almost silent. Before blaming the audio converter, check how the left and right channels relate to each other.&lt;/p&gt;

&lt;p&gt;I’m Alex, a member of the Creatune team. This is a reproducible numerical test with an original synthetic signal, not a listening comparison or a claim about every playback device.&lt;/p&gt;

&lt;h2&gt;
  
  
  Build a deliberately extreme control
&lt;/h2&gt;

&lt;p&gt;For this control, the right channel is the exact negative of the left. This is a polarity inversion, not a time delay. For a sine wave it is also equivalent to a half-cycle phase difference; that equivalence should not be generalized to arbitrary music.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;
&lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;bytearray&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;96000&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
    &lt;span class="n"&gt;left&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;round&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;8000&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sin&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pi&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;440&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="mi"&gt;48000&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
    &lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;extend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;pack&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;&amp;lt;hh&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;left&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;left&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;antiphase.wav&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;wb&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
    &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setparams&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;48000&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;NONE&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;not compressed&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
    &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;writeframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This creates two seconds of 48 kHz, 16-bit stereo audio. Each channel has a peak sample magnitude of 8000. A simple mono average is &lt;code&gt;(left + right) / 2&lt;/code&gt;, which is zero for every frame of this input.&lt;/p&gt;

&lt;p&gt;Do not use the control at high listening volume: numerical verification does not require playback.&lt;/p&gt;

&lt;h2&gt;
  
  
  Pass it through an explicit WAV conversion
&lt;/h2&gt;

&lt;p&gt;Open the &lt;a href="https://creatune.ai/audio-converter" rel="noopener noreferrer"&gt;Creatune audio converter&lt;/a&gt;, choose the generated file, and wait for its waveform and two-second duration to appear. The public interface accepts local audio and offers MP3, WAV, and FLAC output.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fwhbhrdgue627d0u3747a.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fwhbhrdgue627d0u3747a.png" alt="The original antiphase file loaded on the signed-out converter page" width="800" height="419"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Open &lt;strong&gt;Output format&lt;/strong&gt;, select &lt;strong&gt;WAV&lt;/strong&gt;, and download the result as &lt;code&gt;antiphase-export.wav&lt;/code&gt;. The initial format in this run was MP3, so choosing WAV is a deliberate part of the test.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F85vc40qan1xv0gylhyco.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F85vc40qan1xv0gylhyco.png" alt="WAV selected before downloading the stereo control" width="800" height="419"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Measure channels before measuring their sum
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;path&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;antiphase.wav&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;antiphase-export.wav&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;]:&lt;/span&gt;
    &lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;path&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;rb&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
        &lt;span class="k"&gt;assert&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnchannels&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getsampwidth&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;
        &lt;span class="n"&gt;n&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnframes&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
        &lt;span class="n"&gt;values&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;unpack&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;&amp;lt;&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;h&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;readframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
        &lt;span class="n"&gt;left&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;right&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;values&lt;/span&gt;&lt;span class="p"&gt;[::&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;values&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;::&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
        &lt;span class="n"&gt;mono&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[(&lt;/span&gt;&lt;span class="n"&gt;a&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;b&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;a&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;b&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;zip&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;left&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;right&lt;/span&gt;&lt;span class="p"&gt;)]&lt;/span&gt;
        &lt;span class="n"&gt;rms&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;a&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sqrt&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;a&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="nf"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;a&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
        &lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;path&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getframerate&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
              &lt;span class="nf"&gt;max&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;abs&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;left&lt;/span&gt;&lt;span class="p"&gt;)),&lt;/span&gt; &lt;span class="nf"&gt;max&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;abs&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;right&lt;/span&gt;&lt;span class="p"&gt;)),&lt;/span&gt;
              &lt;span class="nf"&gt;round&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;rms&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;left&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="nf"&gt;max&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;abs&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;mono&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;On October 30, 2026, the input measured 48000 Hz and 96000 frames. The downloaded WAV measured 44100 Hz and 88199 frames, with two 16-bit channels. Both output channel peaks were still 8000; left-channel RMS was 5656.71. The maximum absolute value of the mono average was &lt;strong&gt;0&lt;/strong&gt; in both files.&lt;/p&gt;

&lt;p&gt;The export therefore retained the exact cancellation relationship in this test. It did not retain the original sample rate or frame count. The waveform preview was not evidence of mono compatibility, and the silent mono average was not evidence that the stereo channels were empty.&lt;/p&gt;

&lt;h2&gt;
  
  
  Use the result to isolate a real delivery problem
&lt;/h2&gt;

&lt;p&gt;For an affected music file, keep three separate checks: left alone, right alone, and the intended mono fold-down. Compare identical time ranges and avoid changing playback gain between checks. A weak mono result with strong individual channels is a reason to investigate stereo processing, duplicated tracks, polarity, and the actual downmix rule.&lt;/p&gt;

&lt;p&gt;Do not automatically invert a channel in finished music. That may improve one source while damaging another. Our exact inverse control is intentionally unrealistic; partial cancellation in music varies with frequency and time, and a device may use a different mix than the simple average above.&lt;/p&gt;

&lt;p&gt;For the amplitude side of the investigation, &lt;a href="https://dev.to/creatunealex/verify-a-gain-change-with-sample-peaks-before-judging-loudness-259g"&gt;checking a gain change with sample peaks&lt;/a&gt; explains what a peak measurement can establish before a listening comparison. For a file that is correct except for a click at its edge, &lt;a href="https://dev.to/creatunealex/why-an-exact-audio-cut-can-still-have-a-rough-edge-4m16"&gt;checking an exact cut for a rough boundary&lt;/a&gt; covers a different failure that a duration check alone misses. Both are earlier tutorials from our team.&lt;/p&gt;

</description>
      <category>audio</category>
    </item>
    <item>
      <title>How to Check Duration When Joining 44.1 kHz and 48 kHz Audio</title>
      <dc:creator>Alex Creatune</dc:creator>
      <pubDate>Thu, 29 Oct 2026 05:28:32 +0000</pubDate>
      <link>https://dev.to/creatunealex/how-to-check-duration-when-joining-441-khz-and-48-khz-audio-26dn</link>
      <guid>https://dev.to/creatunealex/how-to-check-duration-when-joining-441-khz-and-48-khz-audio-26dn</guid>
      <description>&lt;p&gt;Two clips can both last two seconds while containing different numbers of sample frames. A 44.1 kHz clip has 88,200 frames; a 48 kHz clip has 96,000. Adding those frame counts and dividing by just one of the input rates gives the wrong expected duration.&lt;/p&gt;

&lt;p&gt;For a direct join with no trimming or overlap, calculate the duration of each input first, then add the durations. After export, read the output's own sample rate. Do not assume it matches every input.&lt;/p&gt;

&lt;p&gt;I'm Alex from the Creatune team. On October 29, 2026, I joined two synthetic fixtures through the signed-out public interface and inspected the downloaded WAV. This is a file-level duration check, not a listening test or a claim about resampling quality.&lt;/p&gt;

&lt;h2&gt;
  
  
  Make the mismatch deliberate
&lt;/h2&gt;

&lt;p&gt;This standard-library Python script makes two mono, 16-bit PCM WAV files. Different tone frequencies help keep the fixtures distinct, although the duration test below does not use pitch as evidence.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frequency&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
    &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;tone-44100.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;44100&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;440&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
    &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;tone-48000.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;48000&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;660&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="p"&gt;]:&lt;/span&gt;
    &lt;span class="n"&gt;samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="sa"&gt;b&lt;/span&gt;&lt;span class="sh"&gt;""&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;join&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
        &lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;pack&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;&amp;lt;h&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;round&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;5000&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sin&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pi&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;frequency&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
        &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;wb&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
        &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setparams&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;NONE&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;not compressed&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
        &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;writeframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;samples&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Each file lasts exactly two seconds. The expected total is therefore four seconds, not &lt;code&gt;(88200 + 96000) / 44100&lt;/code&gt; seconds.&lt;/p&gt;

&lt;h2&gt;
  
  
  Set up a direct join
&lt;/h2&gt;

&lt;p&gt;Open &lt;a href="https://creatune.ai/audio-joiner" rel="noopener noreferrer"&gt;Creatune Audio Joiner&lt;/a&gt;, choose the two files, and keep them in 44.1 kHz then 48 kHz order. Keep both Start values at 0 and both End values at 2. Leave fades disabled and confirm the transition says &lt;strong&gt;Direct join&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fsxzt58hiahuhuae1nkno.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fsxzt58hiahuhuae1nkno.png" alt="Two original fixtures loaded with their full two-second ranges and a direct join" width="800" height="419"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Leave &lt;strong&gt;Trim silence at joins&lt;/strong&gt; unchecked. Choose &lt;strong&gt;WAV&lt;/strong&gt; in Output format, then Download. Save the downloaded file as &lt;code&gt;joined.wav&lt;/code&gt; for the script below. These controls matter because a trim or overlapping crossfade would change the expected duration independently of sample rate.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F7z7llrnq9821nna0zm8x.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F7z7llrnq9821nna0zm8x.png" alt="WAV selected with silence trimming unchecked and a displayed total of four seconds" width="800" height="419"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The interface showed a total of &lt;code&gt;0:04.0&lt;/code&gt;. That is useful feedback, but its rounded display cannot resolve a one-frame difference.&lt;/p&gt;

&lt;h2&gt;
  
  
  Measure seconds before comparing frames
&lt;/h2&gt;

&lt;p&gt;Run this in the directory containing the three WAV files:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;


&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;info&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
    &lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;rb&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
        &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnframes&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getframerate&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnchannels&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getsampwidth&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;


&lt;span class="n"&gt;inputs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nf"&gt;info&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;tone-44100.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="nf"&gt;info&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;tone-48000.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)]&lt;/span&gt;
&lt;span class="n"&gt;expected_seconds&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;_&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;_&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;inputs&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;channels&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;width&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;info&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;joined.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;actual_seconds&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;
&lt;span class="n"&gt;error_in_output_frames&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;actual_seconds&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;expected_seconds&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;
&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;output:&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;channels&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;width&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sa"&gt;f&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;expected_seconds=&lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;expected_seconds&lt;/span&gt;&lt;span class="si"&gt;:&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sa"&gt;f&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;actual_seconds=&lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;actual_seconds&lt;/span&gt;&lt;span class="si"&gt;:&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sa"&gt;f&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;difference_in_output_frames=&lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;error_in_output_frames&lt;/span&gt;&lt;span class="si"&gt;:&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The downloaded file in this run produced:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;output: 44100 2 2 176399
expected_seconds=4.000000000
actual_seconds=3.999977324
difference_in_output_frames=-1.000
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The export was 44.1 kHz stereo PCM16, one output frame shorter than the four-second calculation: about 22.7 microseconds. I record that difference rather than calling the result sample-exact. The two inputs were mono; the export having two channels does not establish that it contains spatial stereo information.&lt;/p&gt;

&lt;h2&gt;
  
  
  Decide what this test should catch
&lt;/h2&gt;

&lt;p&gt;A duration near 4.17687 seconds would be consistent with the incorrect calculation of interpreting all 184,200 input frames at 44.1 kHz. That is a diagnostic clue, not proof of a particular implementation bug. A large discrepancy should first lead you to check trim ranges, fades, silence removal, and the actual downloaded file.&lt;/p&gt;

&lt;p&gt;For short test fixtures, recording the error in output frames makes rounding visible. For a real delivery, set your tolerance before testing according to the receiving workflow; do not retroactively choose a limit just because an export passed it.&lt;/p&gt;

&lt;p&gt;This check does not prove waveform identity, correct pitch, an inaudible seam, or high-quality resampling. Test those separately. A valid duration and a pleasant transition answer different questions.&lt;/p&gt;

&lt;h2&gt;
  
  
  Related checks
&lt;/h2&gt;

&lt;p&gt;Our earlier note on &lt;a href="https://dev.to/creatunealex/a-wav-filename-is-not-an-audio-delivery-contract-3nhp"&gt;why a WAV filename is not an audio delivery contract&lt;/a&gt; helps define the format requirements before accepting an export. If the result sounds faster or higher, &lt;a href="https://dev.to/creatunealex/how-to-check-a-pitch-shift-without-confusing-it-with-faster-playback-m9m"&gt;separating a pitch shift from faster playback&lt;/a&gt; gives a separate diagnostic procedure. Both are English articles from our team.&lt;/p&gt;

</description>
      <category>audio</category>
    </item>
    <item>
      <title>How to Verify Clip Order in a Joined Audio File with Three Test Tones</title>
      <dc:creator>Alex Creatune</dc:creator>
      <pubDate>Wed, 28 Oct 2026 08:54:47 +0000</pubDate>
      <link>https://dev.to/creatunealex/how-to-verify-clip-order-in-a-joined-audio-file-with-three-test-tones-2i71</link>
      <guid>https://dev.to/creatunealex/how-to-verify-clip-order-in-a-joined-audio-file-with-three-test-tones-2i71</guid>
      <description>&lt;p&gt;A six-second export can have the right length and the wrong clip order. If you rearrange an intro, transition, and ending in an audio joiner, duration alone will not catch that mistake.&lt;/p&gt;

&lt;p&gt;This small test gives each input a distinct signal, rearranges the inputs, and checks the downloaded file. I’m Alex from the Creatune team. I ran the public, signed-out workflow on October 28, 2026. These are synthetic fixture measurements, not a listening review or a claim about every possible input file.&lt;/p&gt;

&lt;h2&gt;
  
  
  Create three identifiable inputs
&lt;/h2&gt;

&lt;p&gt;You need Python 3 and a browser. This standard-library script creates three two-second, mono, 16-bit PCM WAV files at 48 kHz:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;hz&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="p"&gt;[(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;01-low.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;220&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
                 &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;02-mid.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;440&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
                 &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;03-high.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;880&lt;/span&gt;&lt;span class="p"&gt;)]:&lt;/span&gt;
    &lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;wb&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
        &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setparams&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;48000&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;NONE&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;not compressed&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
        &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;writeframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sa"&gt;b&lt;/span&gt;&lt;span class="sh"&gt;""&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;join&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
            &lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;pack&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;&amp;lt;h&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;int&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;8000&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sin&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pi&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;hz&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="mi"&gt;48000&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
            &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;96000&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
        &lt;span class="p"&gt;))&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Each file has the same duration and amplitude. Frequency is its identifying feature. Keep playback volume low if you choose to listen; listening is not required for the measurement below.&lt;/p&gt;

&lt;h2&gt;
  
  
  Rearrange the clips in Creatune
&lt;/h2&gt;

&lt;p&gt;Open &lt;a href="https://creatune.ai/audio-joiner" rel="noopener noreferrer"&gt;Creatune Audio Joiner&lt;/a&gt;, choose the three local files, and verify the displayed order before editing. The current page says local audio stays on the device and allows up to 12 tracks / 10 minutes, with a five-minute limit on small screens and 50 MB per file.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fvr9puj4mjy8b3a28tza2.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fvr9puj4mjy8b3a28tza2.png" alt="Three two-second fixtures loaded in low, middle, high order" width="800" height="419"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Use the &lt;strong&gt;Move up&lt;/strong&gt; arrow on &lt;code&gt;03-high.wav&lt;/code&gt; twice so the final order is:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;03-high.wav → 01-low.wav → 02-mid.wav
880 Hz      → 220 Hz     → 440 Hz
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Leave each Start at 0 and End at 2. Leave Fade in and Fade out disabled, check that both joins say &lt;strong&gt;Direct join&lt;/strong&gt;, and leave &lt;strong&gt;Trim silence at joins&lt;/strong&gt; unchecked. These choices keep timing changes out of this particular test. Select &lt;strong&gt;WAV&lt;/strong&gt; under Output format and download the result. Save it locally as &lt;code&gt;reordered.wav&lt;/code&gt;.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F13gq81fllibc2ygh9t35.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F13gq81fllibc2ygh9t35.png" alt="The high tone moved first, with direct joins and WAV output selected" width="800" height="419"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The total shown in the interface is 0:06.0. That is useful, but it cannot establish which clip came first.&lt;/p&gt;

&lt;h2&gt;
  
  
  Inspect the exported signal
&lt;/h2&gt;

&lt;p&gt;The code below reads the first channel of a 16-bit PCM WAV and counts upward zero crossings in three half-second windows. The windows sit inside the clips, away from the joins. This is a simple identifier for clean test tones; it is not a general pitch detector for songs.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;reordered.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;rb&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
    &lt;span class="k"&gt;assert&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getsampwidth&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;This checker expects 16-bit PCM&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;
    &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;channels&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getframerate&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnchannels&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnframes&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
    &lt;span class="n"&gt;values&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;unpack&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;&amp;lt;&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;h&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;channels&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;readframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
    &lt;span class="n"&gt;mono&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;values&lt;/span&gt;&lt;span class="p"&gt;[::&lt;/span&gt;&lt;span class="n"&gt;channels&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;

&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;rate, channels, frames, seconds:&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;channels&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;observed&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[]&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;start&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mf"&gt;0.25&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mf"&gt;2.25&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mf"&gt;4.25&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
    &lt;span class="n"&gt;window&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;mono&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nf"&gt;round&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;&lt;span class="nf"&gt;round&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="mf"&gt;0.5&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;)]&lt;/span&gt;
    &lt;span class="n"&gt;count&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;a&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt; &lt;span class="n"&gt;b&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;a&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;b&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;zip&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;window&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;window&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:]))&lt;/span&gt;
    &lt;span class="n"&gt;observed&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;append&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;count&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="mf"&gt;0.5&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;estimated frequencies:&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;observed&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;assert&lt;/span&gt; &lt;span class="nf"&gt;all&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;abs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;a&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;b&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;=&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;a&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;b&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;zip&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;observed&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;880&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;220&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;440&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;My downloaded file produced:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;rate, channels, frames, seconds: 44100 2 264597 5.999931972789116
estimated frequencies: [880.0, 218.0, 440.0]
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;A half-second counting window has roughly 2 Hz resolution, and a crossing near a window boundary affects the count. The middle value is consistent with the 220 Hz fixture under this deliberately loose tolerance. The order check passes for this file.&lt;/p&gt;

&lt;p&gt;There are two other observations to preserve: the output is 44.1 kHz stereo rather than 48 kHz mono, and its frame count is three below exactly six seconds at 44.1 kHz. The interface rounds its duration. I therefore would not describe this export as preserving the original sample format or as sample-perfect concatenation. Checking sequence and checking exact sample continuity are different tests.&lt;/p&gt;

&lt;h2&gt;
  
  
  Turn the fixture into a useful delivery check
&lt;/h2&gt;

&lt;p&gt;For a real music reel, keep a written clip order and identify a recognizable phrase inside each segment. Review those landmarks in the downloaded file, not just in the editor. Listen separately to the transitions: a sequence check does not reveal clicks, awkward harmony, or unwanted overlaps.&lt;/p&gt;

&lt;p&gt;If the frequency check fails, first inspect whether the files were actually moved, whether a trim or fade was enabled, and whether you are checking the newest download. Do not widen the tolerance until an unexplained result passes. If you intentionally use crossfades, recompute the expected window positions because overlap changes where later clips begin.&lt;/p&gt;

&lt;p&gt;For a rebuildable record of inputs and trims, see &lt;a href="https://dev.to/creatunealex/before-joining-audio-write-a-clip-manifest-you-can-rebuild-1ife"&gt;how to write a clip manifest before joining audio&lt;/a&gt;. For choosing the editorial order of musical excerpts rather than testing their export, see &lt;a href="https://zenn.dev/creatunealex/articles/75a98753278eb6" rel="noopener noreferrer"&gt;a four-clip listening-reel planning note, in Japanese&lt;/a&gt;.&lt;/p&gt;

</description>
      <category>testing</category>
      <category>python</category>
    </item>
    <item>
      <title>How to Test Whether Audio Conversion Preserves Leading and Trailing Silence</title>
      <dc:creator>Alex Creatune</dc:creator>
      <pubDate>Mon, 26 Oct 2026 06:36:09 +0000</pubDate>
      <link>https://dev.to/creatunealex/how-to-test-whether-audio-conversion-preserves-leading-and-trailing-silence-3hmm</link>
      <guid>https://dev.to/creatunealex/how-to-test-whether-audio-conversion-preserves-leading-and-trailing-silence-3hmm</guid>
      <description>&lt;p&gt;A converted music cue can have the right audible notes while starting too early on a timeline. Leading silence may be an intentional placement offset, and trailing silence may reserve space before the next clip. Checking only the displayed duration can miss the distinction.&lt;/p&gt;

&lt;p&gt;I’m Alex from the Creatune team. I tested our public Audio Converter with a self-created file containing one second of silence, two seconds of a 440 Hz tone, and one more second of silence. This is a file measurement, not a listening test or a generated-music quality claim.&lt;/p&gt;

&lt;h2&gt;
  
  
  Build a source with known boundaries
&lt;/h2&gt;

&lt;p&gt;This Python script uses only the standard library. It creates a four-second, mono, 48 kHz, 16-bit PCM WAV. The tone amplitude is deliberately modest.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;48000&lt;/span&gt;
&lt;span class="n"&gt;samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[]&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;4&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
    &lt;span class="n"&gt;value&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;
    &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;=&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt; &lt;span class="mi"&gt;3&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
        &lt;span class="n"&gt;value&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;round&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;8192&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sin&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pi&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;440&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
    &lt;span class="n"&gt;samples&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;append&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;value&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;

&lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;silence-tone-silence.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;wb&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
    &lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setparams&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;NONE&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;not compressed&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
    &lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;writeframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sa"&gt;b&lt;/span&gt;&lt;span class="sh"&gt;""&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;join&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;pack&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;&amp;lt;h&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;samples&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The first tone sample is itself zero because the sine starts at a zero crossing. A nonzero-sample detector therefore need not report exactly 1.000000 seconds, even for this controlled source.&lt;/p&gt;

&lt;h2&gt;
  
  
  Convert once, then inspect the saved file
&lt;/h2&gt;

&lt;p&gt;Open &lt;a href="https://creatune.ai/audio-converter" rel="noopener noreferrer"&gt;Creatune Audio Converter&lt;/a&gt;, choose the generated WAV, select FLAC from Output format, and download it. The public page currently lists MP3, WAV, M4A, FLAC, and OGG as input types, with a 50 MB / five-minute limit per file, or 2.5 minutes on small screens. The page states that this local conversion stays on the device.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Futt8y107jfihsjoatu0o.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Futt8y107jfihsjoatu0o.png" alt="The self-created source loaded in the logged-out converter, with FLAC selected" width="800" height="419"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;For this run I reloaded the downloaded FLAC into the same converter. Both views showed 4.0 seconds and a central block of tone, but that rounded display was only a first check.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fai6h1ofx2qbl8pdyo9kh.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fai6h1ofx2qbl8pdyo9kh.png" alt="The downloaded FLAC reimported into the public converter" width="800" height="419"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Decode the FLAC for a reproducible PCM inspection. This command requires FFmpeg to be installed:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;ffmpeg &lt;span class="nt"&gt;-i&lt;/span&gt; silence-tone-silence-converted.flac &lt;span class="nt"&gt;-c&lt;/span&gt;:a pcm_s16le converted-decoded.wav
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Use a small threshold rather than treating every nonzero sample as meaningful activity. Here, 32 in signed 16-bit PCM is about −60.2 dBFS. It is a test choice, not a universal definition of silence.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;array&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;sys&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;silence-tone-silence.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;converted-decoded.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
    &lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;rb&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
        &lt;span class="k"&gt;assert&lt;/span&gt; &lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getsampwidth&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;
        &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;channels&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getframerate&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnchannels&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnframes&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
        &lt;span class="n"&gt;samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;array&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;array&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;h&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;readframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
        &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;sys&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;byteorder&lt;/span&gt; &lt;span class="o"&gt;!=&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;little&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
            &lt;span class="n"&gt;samples&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;byteswap&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
    &lt;span class="n"&gt;active&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="o"&gt;//&lt;/span&gt; &lt;span class="n"&gt;channels&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;enumerate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;samples&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="nf"&gt;abs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="mi"&gt;32&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
    &lt;span class="n"&gt;bounds&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="bp"&gt;None&lt;/span&gt; &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="ow"&gt;not&lt;/span&gt; &lt;span class="n"&gt;active&lt;/span&gt; &lt;span class="nf"&gt;else &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;min&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;active&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;max&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;active&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;channels&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;bounds&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The channel division turns interleaved sample positions into frame positions. A frame is treated as active if any channel crosses the threshold.&lt;/p&gt;

&lt;h2&gt;
  
  
  What this run actually showed
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Measurement&lt;/th&gt;
&lt;th&gt;Source WAV&lt;/th&gt;
&lt;th&gt;Decoded FLAC&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Sample rate&lt;/td&gt;
&lt;td&gt;48,000 Hz&lt;/td&gt;
&lt;td&gt;44,100 Hz&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Channels&lt;/td&gt;
&lt;td&gt;1&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Frames&lt;/td&gt;
&lt;td&gt;192,000&lt;/td&gt;
&lt;td&gt;176,399&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Duration&lt;/td&gt;
&lt;td&gt;4.000000 s&lt;/td&gt;
&lt;td&gt;3.999977 s&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;First active frame, in seconds&lt;/td&gt;
&lt;td&gt;1.000021&lt;/td&gt;
&lt;td&gt;1.000023&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Last active frame, in seconds&lt;/td&gt;
&lt;td&gt;2.999979&lt;/td&gt;
&lt;td&gt;2.999977&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;At the stated threshold, both silent regions remained approximately one second long. The file also changed sample rate and channel count, and its duration was approximately one 44.1 kHz frame shorter than four seconds. This test therefore supports a narrow conclusion about silence boundaries in this run. It does not establish sample-for-sample identity or preservation of the source format parameters.&lt;/p&gt;

&lt;p&gt;FLAC’s lossless coding does not mean every conversion workflow preserves the exact source samples before encoding. Decoding, resampling, and channel handling are separate steps worth checking.&lt;/p&gt;

&lt;h2&gt;
  
  
  Make the acceptance rule fit the cue
&lt;/h2&gt;

&lt;p&gt;For a cue aligned to video, define an allowed timing tolerance before testing. For sample-aligned stems, a much stricter rule may be necessary, including fixed sample rate, channel layout, and frame count. Do not round away a discrepancy simply because the interface displays one decimal place.&lt;/p&gt;

&lt;p&gt;For real recordings, low-level room noise and reverb tails complicate the threshold. Inspect the waveform and listen to the final export before removing anything. Intentional silence, quiet decay, and unwanted empty space are different editing decisions.&lt;/p&gt;

&lt;h2&gt;
  
  
  Related workflows from our team
&lt;/h2&gt;

&lt;p&gt;Our &lt;a href="https://dev.to/creatunealex/a-wav-filename-is-not-an-audio-delivery-contract-3nhp"&gt;audio delivery contract checklist&lt;/a&gt; (English) explains why a file extension is not enough to specify a handoff. Add silence-boundary tolerances to that delivery note when timeline placement matters.&lt;/p&gt;

&lt;p&gt;Our &lt;a href="https://qiita.com/creatunealex/items/4f86c82e2a9a16ee435b" rel="noopener noreferrer"&gt;start, end, and decay-tail planning note&lt;/a&gt; (Japanese) helps decide which boundary is intentional before you test whether a conversion preserved it. A precise measurement is useful only after you know what should remain.&lt;/p&gt;

</description>
      <category>code</category>
      <category>python</category>
      <category>testing</category>
    </item>
    <item>
      <title>Why an Exact Audio Cut Can Still Have a Rough Edge</title>
      <dc:creator>Alex Creatune</dc:creator>
      <pubDate>Sun, 25 Oct 2026 04:40:18 +0000</pubDate>
      <link>https://dev.to/creatunealex/why-an-exact-audio-cut-can-still-have-a-rough-edge-4m16</link>
      <guid>https://dev.to/creatunealex/why-an-exact-audio-cut-can-still-have-a-rough-edge-4m16</guid>
      <description>&lt;p&gt;A clip can be exactly one second long and still need attention at its boundaries. Duration answers “how much audio did I keep?” It does not answer “what happens when playback jumps from silence into the first sample, or from the last sample back to silence?”&lt;/p&gt;

&lt;p&gt;I’m Alex, part of the Creatune team. On October 24, 2026, I used our public browser audio cutter to export a synthetic test signal and inspected the saved WAV. I did not listen to the result. The numbers below demonstrate a boundary condition, not a claim that a click was audible.&lt;/p&gt;

&lt;h2&gt;
  
  
  Make a source with known properties
&lt;/h2&gt;

&lt;p&gt;This Python script creates four seconds of a 440 Hz sine wave: mono, 48 kHz, signed 16-bit PCM, approximately one-quarter of full scale. It uses only the standard library and contains no recorded speech or copyrighted music.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;48000&lt;/span&gt;
&lt;span class="n"&gt;samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nf"&gt;round&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mf"&gt;0.25&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;32767&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sin&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pi&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;440&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
           &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;4&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;)]&lt;/span&gt;
&lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;reference-440hz.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;wb&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;out&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
    &lt;span class="n"&gt;out&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setnchannels&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="n"&gt;out&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setsampwidth&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="n"&gt;out&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setframerate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
    &lt;span class="n"&gt;out&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;writeframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;pack&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;&amp;lt;&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;h&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="nf"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;samples&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;samples&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The amplitude is a property of the file, not a safe listening-volume guarantee. Set playback volume conservatively if you audition it.&lt;/p&gt;

&lt;h2&gt;
  
  
  Cut at times that are not waveform zero crossings
&lt;/h2&gt;

&lt;p&gt;In &lt;a href="https://creatune.ai/audio-cutter" rel="noopener noreferrer"&gt;Creatune Audio Cutter&lt;/a&gt;, select the source file. The page states that processing stays on the device. The public interface supports Start and End values in seconds plus an output-format selector.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fdsy6mmgnjadc6t1erxaa.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fdsy6mmgnjadc6t1erxaa.png" alt="The generated four-second reference signal loaded in the logged-out audio cutter" width="800" height="422"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Set Start to &lt;code&gt;0.01&lt;/code&gt; and End to &lt;code&gt;1.01&lt;/code&gt;, choose WAV, and click Download. Those times request a one-second segment. In this run, the interface showed &lt;code&gt;Total: 1.0 s&lt;/code&gt;.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fwx0qd6hpt7h2wgeull6t.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fwx0qd6hpt7h2wgeull6t.png" alt="The actual cut settings: start 0.01 seconds, end 1.01 seconds, total 1.0 second, WAV output" width="800" height="422"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;No fade or zero-crossing control was visible in the interface I checked. Selecting a time is not the same as asking the editor to move it to the nearest waveform crossing.&lt;/p&gt;

&lt;h2&gt;
  
  
  Inspect the exported file, not just the timer
&lt;/h2&gt;

&lt;p&gt;Save the download as &lt;code&gt;cut-001-101.wav&lt;/code&gt;, then run this reader. It deliberately supports only 16-bit PCM; it stops rather than misinterpreting a different sample width.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;cut-001-101.wav&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;rb&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;src&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
    &lt;span class="n"&gt;channels&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;src&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnchannels&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
    &lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;src&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getframerate&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
    &lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;src&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnframes&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
    &lt;span class="k"&gt;assert&lt;/span&gt; &lt;span class="n"&gt;src&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getsampwidth&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;This reader expects 16-bit PCM&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;
    &lt;span class="n"&gt;raw&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;src&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;readframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;values&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;unpack&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;&amp;lt;&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;h&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;raw&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;//&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;raw&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;rate, channels, frames:&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;channels&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;duration:&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frames&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;first frame:&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;values&lt;/span&gt;&lt;span class="p"&gt;[:&lt;/span&gt;&lt;span class="n"&gt;channels&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;last frame:&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;values&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;channels&lt;/span&gt;&lt;span class="p"&gt;:])&lt;/span&gt;
&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;largest absolute sample:&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;max&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;abs&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;values&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Observed values from this export:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;rate, channels, frames: 44100 2 44100
duration: 1.0
first frame: (4815, 4815)
last frame: (5220, 5220)
largest absolute sample: 8192
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The output was 44.1 kHz stereo, even though the source was 48 kHz mono. That is an observation from this browser run, not a promise about every export. It is also why the duration calculation uses the saved file’s sample rate rather than the input rate.&lt;/p&gt;

&lt;p&gt;The first and last values are about &lt;code&gt;0.147&lt;/code&gt; and &lt;code&gt;0.159&lt;/code&gt; when divided by 32768. Both are clearly nonzero. An abrupt transition between digital silence and a nonzero signal can introduce a discontinuity and broadband energy. Whether that becomes an objectionable click depends on the signal, playback path, and listening context. The measurement alone does not establish audibility.&lt;/p&gt;

&lt;p&gt;Looping adds another question: the transition is from the final sample to the first, rather than to silence. Nonzero endpoints do not by themselves prove a bad loop, and even matching endpoint values do not guarantee that their slopes or musical phrasing match.&lt;/p&gt;

&lt;h2&gt;
  
  
  Turn the measurement into an editing decision
&lt;/h2&gt;

&lt;p&gt;For a real music excerpt, inspect the opening and ending in the context where the clip will play. A clean-looking boundary can still cut off a consonant, drum attack, or reverb tail. Keep the original so an attempted repair does not become the only copy.&lt;/p&gt;

&lt;p&gt;If a boundary is objectionable, use an audio editor with the appropriate controls to move the cut, find a suitable zero crossing, or apply a short fade. A few milliseconds can be a starting point for a click-reduction fade, but choose its duration by listening; a longer musical fade serves a different purpose. Zero-crossing edits also need care with stereo material because the channels may not cross zero together.&lt;/p&gt;

&lt;p&gt;After any adjustment, export again, verify the required duration, and audition the final file. Do not claim a fade was applied merely because the trimmed file has the right length.&lt;/p&gt;

&lt;h2&gt;
  
  
  Related workflows from our team
&lt;/h2&gt;

&lt;p&gt;For planning which musical material to keep, our &lt;a href="https://qiita.com/creatunealex/items/4f86c82e2a9a16ee435b" rel="noopener noreferrer"&gt;start, end, and decay-tail planning note&lt;/a&gt; (Japanese) separates source timestamps from placement in a video. It complements the sample-boundary check here.&lt;/p&gt;

&lt;p&gt;If the excerpt comes from a separated practice backing track, &lt;a href="https://medium.com/@alex_creatune/how-to-make-a-karaoke-backing-track-from-a-song-you-can-use-683ea275cfe4" rel="noopener noreferrer"&gt;How to Make a Karaoke Backing Track from a Song You Can Use&lt;/a&gt; (English) explains what to check at the vocal entrance and final reverb tail before trimming. Separation residue and a discontinuity from cutting are different problems, so keep those checks separate.&lt;/p&gt;

</description>
      <category>audio</category>
    </item>
    <item>
      <title>WAV vs FLAC: How to Check Whether Smaller Files Contain the Same Audio</title>
      <dc:creator>Alex Creatune</dc:creator>
      <pubDate>Fri, 23 Oct 2026 02:08:19 +0000</pubDate>
      <link>https://dev.to/creatunealex/wav-vs-flac-how-to-check-whether-smaller-files-contain-the-same-audio-25an</link>
      <guid>https://dev.to/creatunealex/wav-vs-flac-how-to-check-whether-smaller-files-contain-the-same-audio-25an</guid>
      <description>&lt;p&gt;You have a finished audio file to store or hand over. FLAC can be smaller than WAV, but file size alone cannot tell you whether the exported audio stayed the same. A useful check compares the decoded samples in a common representation.&lt;/p&gt;

&lt;p&gt;I'm Alex from the Creatune team. I used the logged-out &lt;a href="https://creatune.ai/audio-converter" rel="noopener noreferrer"&gt;Creatune Audio Converter&lt;/a&gt; to export the same self-created six-second test tone as WAV and FLAC, then inspected both files with FFmpeg. This is a file and sample comparison, not a listening test or a claim about every possible input.&lt;/p&gt;

&lt;h2&gt;
  
  
  What the two formats store
&lt;/h2&gt;

&lt;p&gt;A WAV container commonly carries uncompressed PCM audio. FLAC compresses audio losslessly: decoding a correctly encoded FLAC stream recovers the samples represented by that stream. That does not establish that an entire conversion pipeline preserved the source's original channel count, sample rate, or metadata.&lt;/p&gt;

&lt;p&gt;For a handover, define what must match before comparing files:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Required: same duration, sample rate, channels, and decoded samples
Separately check: filename, tags, artwork, and receiving-app compatibility
Keep: the original source
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Export the same source twice
&lt;/h2&gt;

&lt;p&gt;My source was a six-second, mono, 44.1 kHz, 16-bit PCM WAV. A simple tone is useful for a controlled comparison, although its compression ratio will not represent a dense music mix.&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Open the converter and choose a local audio file you can use.&lt;/li&gt;
&lt;li&gt;Wait for the waveform and duration to appear.&lt;/li&gt;
&lt;li&gt;Open Output format, choose WAV, and download it.&lt;/li&gt;
&lt;li&gt;Keep the same loaded source, switch Output format to FLAC, and download again.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;The page lists MP3, WAV, and FLAC as output choices. It describes local editing as free without generation credits and warns that edits are not saved after leaving the page.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Forizgji586tt6z8fxvfu.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Forizgji586tt6z8fxvfu.png" alt="The converter's actual output menu shows MP3, WAV, and FLAC" width="800" height="419"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fgm63v2v4fnjdeo216tas.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fgm63v2v4fnjdeo216tas.png" alt="The same six-second source remains loaded with FLAC selected" width="800" height="419"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Name the downloads &lt;code&gt;converted.wav&lt;/code&gt; and &lt;code&gt;converted.flac&lt;/code&gt; before running the commands below.&lt;/p&gt;

&lt;h2&gt;
  
  
  Inspect the output properties first
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;ffprobe &lt;span class="nt"&gt;-v&lt;/span&gt; error &lt;span class="nt"&gt;-select_streams&lt;/span&gt; a:0   &lt;span class="nt"&gt;-show_entries&lt;/span&gt; &lt;span class="nv"&gt;stream&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;codec_name,sample_rate,channels,duration   &lt;span class="nt"&gt;-of&lt;/span&gt; json converted.wav

ffprobe &lt;span class="nt"&gt;-v&lt;/span&gt; error &lt;span class="nt"&gt;-select_streams&lt;/span&gt; a:0   &lt;span class="nt"&gt;-show_entries&lt;/span&gt; &lt;span class="nv"&gt;stream&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;codec_name,sample_rate,channels,duration   &lt;span class="nt"&gt;-of&lt;/span&gt; json converted.flac
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Actual results from this run:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Property&lt;/th&gt;
&lt;th&gt;WAV&lt;/th&gt;
&lt;th&gt;FLAC&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;File bytes&lt;/td&gt;
&lt;td&gt;1,058,444&lt;/td&gt;
&lt;td&gt;312,116&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Duration&lt;/td&gt;
&lt;td&gt;6.000000 s&lt;/td&gt;
&lt;td&gt;6.000000 s&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Sample rate&lt;/td&gt;
&lt;td&gt;44,100 Hz&lt;/td&gt;
&lt;td&gt;44,100 Hz&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Channels&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Codec&lt;/td&gt;
&lt;td&gt;pcm_s16le&lt;/td&gt;
&lt;td&gt;flac&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;Both exports were stereo even though the source was mono. Therefore, this test compares the two exports; it does not demonstrate source-format preservation. That distinction matters if a recipient specifically needs mono delivery.&lt;/p&gt;

&lt;h2&gt;
  
  
  Compare the decoded samples
&lt;/h2&gt;

&lt;p&gt;FFmpeg is required for this example. Decode both outputs into the same signed 16-bit little-endian representation, without forcing a new sample rate or channel count:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;ffmpeg &lt;span class="nt"&gt;-v&lt;/span&gt; error &lt;span class="nt"&gt;-i&lt;/span&gt; converted.wav &lt;span class="nt"&gt;-map&lt;/span&gt; 0:a:0   &lt;span class="nt"&gt;-c&lt;/span&gt;:a pcm_s16le &lt;span class="nt"&gt;-f&lt;/span&gt; s16le wav.pcm
ffmpeg &lt;span class="nt"&gt;-v&lt;/span&gt; error &lt;span class="nt"&gt;-i&lt;/span&gt; converted.flac &lt;span class="nt"&gt;-map&lt;/span&gt; 0:a:0   &lt;span class="nt"&gt;-c&lt;/span&gt;:a pcm_s16le &lt;span class="nt"&gt;-f&lt;/span&gt; s16le flac.pcm
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Then use Python's standard library to compare them:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="n"&gt;pathlib&lt;/span&gt; &lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;Path&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;hashlib&lt;/span&gt;

&lt;span class="n"&gt;wav&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nc"&gt;Path&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;wav.pcm&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;read_bytes&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;flac&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nc"&gt;Path&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;flac.pcm&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;read_bytes&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;wav&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="nf"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;flac&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;wav&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="n"&gt;flac&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;hashlib&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sha256&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;wav&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;hexdigest&lt;/span&gt;&lt;span class="p"&gt;())&lt;/span&gt;
&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;hashlib&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sha256&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;flac&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;hexdigest&lt;/span&gt;&lt;span class="p"&gt;())&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The actual output length was 1,058,400 bytes for each decoded file. The sample bytes matched, and both SHA-256 hashes were:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;3f1cf67d5bf71afc47a0befa8f6a9e7722fba804ad92ce5cdeca05afce755628
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This establishes equality in the tested 16-bit decoded representation. For higher-bit-depth material, choose an appropriate comparison representation rather than silently discarding precision.&lt;/p&gt;

&lt;h2&gt;
  
  
  Use the result in a delivery decision
&lt;/h2&gt;

&lt;p&gt;For this particular tone, FLAC used about 29.5% of the WAV file's storage while decoding to the same tested sample bytes. Real music, silence, and noise compress differently. Do not turn that percentage into a general promise.&lt;/p&gt;

&lt;p&gt;Use WAV when the receiving workflow asks for it; use FLAC when lossless compressed storage and application support suit your needs. Check tags and artwork separately because decoded PCM equality says nothing about metadata. Keep the source, especially when the output channel configuration differs.&lt;/p&gt;

&lt;h2&gt;
  
  
  Related reading from our team
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;a href="https://dev.to/creatunealex/a-wav-filename-is-not-an-audio-delivery-contract-3nhp"&gt;A WAV Filename Is Not an Audio Delivery Contract&lt;/a&gt; (English) expands the receiving-side checks beyond a filename extension.&lt;/li&gt;
&lt;li&gt;
&lt;a href="https://medium.com/@alex_creatune/turn-a-song-description-into-decisions-a-collaborator-can-use-81ff0b3f15fa" rel="noopener noreferrer"&gt;Turn a Song Description into Decisions a Collaborator Can Use&lt;/a&gt; (English) helps attach an understandable creative handover note to the files you deliver.&lt;/li&gt;
&lt;/ul&gt;

</description>
      <category>audio</category>
    </item>
    <item>
      <title>How to Tell Silence Trimming from a Crossfade in an Audio Join</title>
      <dc:creator>Alex Creatune</dc:creator>
      <pubDate>Thu, 22 Oct 2026 11:55:21 +0000</pubDate>
      <link>https://dev.to/creatunealex/how-to-tell-silence-trimming-from-a-crossfade-in-an-audio-join-3ph4</link>
      <guid>https://dev.to/creatunealex/how-to-tell-silence-trimming-from-a-crossfade-in-an-audio-join-3ph4</guid>
      <description>&lt;p&gt;Two clips can produce a shorter file even when neither clip has a fade enabled. Before blaming an export bug, check whether the joiner removed silence around the boundary.&lt;/p&gt;

&lt;p&gt;I'm Alex from the Creatune team. On October 22, 2026, I tested the logged-out Audio Joiner with two synthetic WAV files that I created. I downloaded both outputs and measured their frame counts. This is a duration check, not a listening evaluation or a test of every possible source format.&lt;/p&gt;

&lt;h2&gt;
  
  
  Build a fixture with a known gap
&lt;/h2&gt;

&lt;p&gt;Each file below is four seconds long: one second of digital silence, two seconds of tone, and one more second of silence. A uses 440 Hz; B uses 660 Hz. Neither contains someone's recording or voice.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;

&lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;44100&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;frequency&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="p"&gt;[(&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;clip-a.wav&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;440&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;clip-b.wav&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;660&lt;/span&gt;&lt;span class="p"&gt;)]:&lt;/span&gt;
    &lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;wb&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
        &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;setparams&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;NONE&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;not compressed&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
        &lt;span class="n"&gt;data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;bytearray&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
        &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;4&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
            &lt;span class="n"&gt;sample&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;round&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;6000&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sin&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pi&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;frequency&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt; &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;=&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt; &lt;span class="mi"&gt;3&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;rate&lt;/span&gt; &lt;span class="k"&gt;else&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;
            &lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;extend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;struct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;pack&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;&amp;lt;h&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;sample&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
        &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;writeframes&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;A direct A-then-B join has eight seconds in total. Its middle contains two seconds of silence: A's trailing second followed by B's leading second. The outer silence is a separate part of the fixture.&lt;/p&gt;

&lt;h2&gt;
  
  
  Export a baseline before changing one control
&lt;/h2&gt;

&lt;p&gt;Open &lt;a href="https://creatune.ai/audio-joiner" rel="noopener noreferrer"&gt;Creatune Audio Joiner&lt;/a&gt;, choose the two files, and keep A before B. Leave each Start at 0 and End at 4. Keep Fade in and Fade out disabled on both clips, and leave &lt;strong&gt;Trim silence at joins&lt;/strong&gt; unchecked. Choose WAV and download the baseline.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fd2dhtzbpu6pl4oa0qzqp.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fd2dhtzbpu6pl4oa0qzqp.png" alt="Two four-second fixtures with silence trimming disabled and an eight-second total" width="799" height="493"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Now enable only &lt;strong&gt;Trim silence at joins&lt;/strong&gt;. Leave order, start/end values, fades and output format unchanged. The interface displayed a total of 0:06.0. Download this second version under a different filename.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fyeyyrczu1kvwtiiv8wx5.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fyeyyrczu1kvwtiiv8wx5.png" alt="The same clips with silence trimming enabled, displaying a six-second total" width="799" height="493"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Measure the files rather than the rounded label
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;join-untrimmed.wav&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;join-trimmed.wav&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;]:&lt;/span&gt;
    &lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;wave&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;rb&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
        &lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnframes&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getframerate&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt;
              &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnchannels&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getnframes&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;w&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;getframerate&lt;/span&gt;&lt;span class="p"&gt;())&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;For my two downloaded files, the measurements were:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Version&lt;/th&gt;
&lt;th&gt;Frames&lt;/th&gt;
&lt;th&gt;Sample rate&lt;/th&gt;
&lt;th&gt;Channels&lt;/th&gt;
&lt;th&gt;Seconds&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Trimming off&lt;/td&gt;
&lt;td&gt;352800&lt;/td&gt;
&lt;td&gt;44100&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;8.000000&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Trimming on&lt;/td&gt;
&lt;td&gt;265481&lt;/td&gt;
&lt;td&gt;44100&lt;/td&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;6.019977&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;The inputs were mono; both exported WAV files were stereo. That channel change is another reason to inspect the saved file instead of assuming the input properties survived unchanged.&lt;/p&gt;

&lt;p&gt;The trimmed output was about 1.980 seconds shorter. It was not exactly six seconds, although the interface rounded to 0:06.0. This experiment establishes that duration changed when that one checkbox changed. It does not establish the internal silence threshold or guarantee identical behavior for noise, reverberation or compressed sources.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why this is different from a crossfade
&lt;/h2&gt;

&lt;p&gt;Silence trimming removes material judged to be silent near a join. A crossfade overlaps the ending of one clip with the beginning of the next while their levels change. Both can shorten a timeline; the causes are different.&lt;/p&gt;

&lt;p&gt;The page explains that a crossfade uses Fade out on one clip and Fade in on the next. Those controls stayed off in this experiment. If both trimming and fades are enabled in a real project, disable them separately in copies to identify which change affects the result.&lt;/p&gt;

&lt;p&gt;For a music reel, do not assume that every quiet interval is disposable. A breath, deliberate pause or reverb tail can be part of the timing. Save an untrimmed baseline, compare the actual join at a comfortable level, and choose the version that serves the edit. I did not perform that listening comparison here.&lt;/p&gt;

&lt;h2&gt;
  
  
  Related workflows from our team
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;a href="https://zenn.dev/creatunealex/articles/75a98753278eb6" rel="noopener noreferrer"&gt;Planning four clips as one audition reel&lt;/a&gt; (Japanese) explains the order and purpose of the clips before you change their boundaries.&lt;/li&gt;
&lt;li&gt;
&lt;a href="https://medium.com/@alex_creatune/how-to-give-an-unfinished-song-a-clear-musical-ending-cf8e01278378" rel="noopener noreferrer"&gt;How to Give an Unfinished Song a Clear Musical Ending&lt;/a&gt; (English) helps distinguish an intended musical ending from simply shortening a file.&lt;/li&gt;
&lt;/ul&gt;

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