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    <title>DEV Community: Rudhronil Bardhan</title>
    <description>The latest articles on DEV Community by Rudhronil Bardhan (@rudhro007).</description>
    <link>https://dev.to/rudhro007</link>
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      <title>DEV Community: Rudhronil Bardhan</title>
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      <title>"I turned an IEEE amusia research prototype into a real-time pitch correction app — open source, runs entirely on-device"</title>
      <dc:creator>Rudhronil Bardhan</dc:creator>
      <pubDate>Sun, 16 Aug 2026 05:52:18 +0000</pubDate>
      <link>https://dev.to/rudhro007/i-turned-an-ieee-amusia-research-prototype-into-a-real-time-pitch-correction-app-open-source-57an</link>
      <guid>https://dev.to/rudhro007/i-turned-an-ieee-amusia-research-prototype-into-a-real-time-pitch-correction-app-open-source-57an</guid>
      <description>&lt;p&gt;*&lt;em&gt;About 1.5% of people have congenital amusia *&lt;/em&gt;— their brain genuinely can't tell pitches apart, no matter how much they practice. Most "can't sing" cases are just undertrained ears; this isn't that.&lt;/p&gt;

&lt;p&gt;There was an IEEE research prototype built to give people real-time pitch feedback, but it lived as a Streamlit demo — stuck on a laptop, unusable by anyone it was actually meant for.&lt;/p&gt;

&lt;p&gt;I rebuilt it as an Android app. Mic input, a pitch detector I wrote from scratch in Dart (YIN algorithm, no native library), a live spectrogram so you can watch your pitch drift as you sing, and a slider that nudges what you're singing toward the nearest note in a key you pick.&lt;/p&gt;

&lt;p&gt;Doesn't have to be about amusia specifically — works fine for ear training, tuning practice, or if you just want to see what real-time pitch detection looks like. Everything runs on-device, nothing gets uploaded anywhere.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://github.com/snigdhasaha2938-dot/App" rel="noopener noreferrer"&gt;Free and open source, link&lt;/a&gt;&lt;/p&gt;

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      <category>ai</category>
      <category>music</category>
      <category>programming</category>
      <category>streamlit</category>
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