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Furkan Gözükara
Furkan Gözükara

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MMAudio Full Tutorial — Open Source AI Audio Generator for Videos — Useful for Games and AI Videos

Tutorial Link : https://youtu.be/504f8S4MLTw

 

Info

MMAudio is the currently state of the art (SOTA) open source free to use AI model to generate sounds for videos, images and text prompts. It is so amazing and high quality and extremely useful to generate sound effects for your AI videos, game assets, or any project where you need specific or free sound effects. In this step by step tutorial I will show you how to install and use this amazing model on your Windows computer with 1-click installation and extremely easy to use Gradio App. My app and installation supports RTX 5000 series GPUs as well as older GPUs. Moreover, I am sharing scripts to 1-click install on Cloud services such as RunPod, Massed Compute and a free Kaggle account notebook. Enjoy.

Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis

MMAudio generates synchronized audio given video and/or text inputs. Our key innovation is multimodal joint training which allows training on a wide range of audio-visual and audio-text datasets. Moreover, a synchronization module aligns the generated audio with the video frames.

Video Chapters

  • 0:00:00 Introduction to MMAudio: State-of-the-Art AI Audio Generation Model

  • 0:00:06 Exploring MMAudio’s Versatility: Generating Audio from Video, Text, and Images

  • 0:00:23 Demonstrating Video to Audio Functionality and Initial Prompting Concepts

  • 0:00:45 Showcasing AI Generated Video Examples with Impressive Audio Quality Matching

  • 0:01:01 Highlighting Perfect Audio Synchronization with Input Video Content: Mind-blowing Results

  • 0:01:17 Illustrating Realistic Video Audio Generation Capabilities with MMAudio for Enhanced Immersion

  • 0:01:31 Example of Image Upload and Automatic Audio Generation Based on Visual Input

  • 0:01:42 Text Prompt to Audio Generation Demonstration: Creating Soundscapes from Written Descriptions

  • 0:02:06 Tutorial Roadmap: Step-by-Step Guide for Local Windows and Cloud Installation Options

  • 0:02:47 Accessing Instruction Post & Downloading the Latest MMAudio Installer Zip File — Quick Guide

  • 0:03:10 Understanding System Requirements and Performing One-Time Mandatory Setup for AI Applications

  • 0:03:28 Detailed Installation Process: Extracting Zip & Running Windows Install.bat Script Locally

  • 0:04:00 Clarifying Gradio Application Compatibility and Supported GPU Series (RTX 5000, 4000, 3000, etc.)

  • 0:04:24 Verifying Installation Completion, Checking for Errors, and Troubleshooting with Log Files

  • 0:04:41 Launching MMAudio: Running Start App.bat and Selecting GPU Option (Above/Below 8GB VRAM)

  • 0:05:03 Observing Initial Model Download Process and First Look at the MMAudio User Interface

  • 0:05:19 Navigating the Interface: Configuration Settings and Exploring Video to Audio Features

  • 0:05:30 Video to Audio Demonstration: Generating Ambient Sound Directly from Video Content Without Prompts

  • 0:06:21 Leveraging Google AI Studio for Advanced Prompt Engineering and Enhanced Audio Generation

  • 0:07:04 Generating Multiple Audio Variations and Adjusting Key Parameters like Steps & Guidance Strength

  • 0:08:18 In-depth Explanation and Demonstration of Batch Processing for Efficient Video to Audio Conversion

  • 0:09:18 Understanding Batch Processing Logic: Defining Prompts Per Video and Output Folder Configuration

  • 0:10:41 Text to Audio Functionality Deep Dive: Generating Diverse Audio Files Solely from Text Prompts

  • 0:11:52 Streamlining Workflow with Batch Processing for Text to Audio: Generating Multiple Prompts at Once

  • 0:12:50 Image to Audio Functionality Showcase: Generating Contextual Audio Based on Uploaded Images

  • 0:13:31 Optimizing Image to Audio Results with Effective Prompting Techniques for Targeted Sound Design

  • 0:14:02 Step-by-Step Guide to Batch Processing for Image to Audio: Automating Audio Generation for Multiple Images

  • 0:14:48 Mastering Configuration Settings: Saving, Loading, and Resetting Custom Parameter Presets

  • 0:15:27 Live Speed Comparison: Analyzing Performance Differences Between RTX 5090 and 3090 Ti GPUs

  • 0:17:50 Cloud Service Installation Tutorial: Massed Compute, Runpod, and Free Kaggle Account Setup

  • 0:19:29 Kaggle Setup Walkthrough: Importing Notebook, Running the App, and Downloading Generated Files as Zip

  • 0:20:18 Exploring Patreon Exclusive Content, Discord Community, GitHub Repository, Reddit, and LinkedIn Links

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