MusicGen AI - Free AI Music Generation by Meta

MusicGen is an advanced Free AI music generation tool developed by Meta. It uses a single Language Model (LM) to create high-quality music based on prompt.

Price: Free

Operating System: Web Application

Application Category: Music Generator

Editor's Rating:
4

MusicGen is an advanced Free AI music generation tool developed by Meta. It uses a single Language Model (LM) to create high-quality music based on either text descriptions or melodies.

MusicGen Paper: Simple and Controllable Music Generation

The research paper “MusicGen: Simple and Controllable Music Generation” introduces MusicGen, a significant advancement in AI-driven music generation. This approach is a significant step forward in AI music generation, as it uses a single-stage transformer LM, instead of relying on multiple models.

You can generate unlimited copyright free music. It operates by encoding music into compressed tokens, which are then used to generate the music samples.

It can produce music in various formats, including mono and stereo, with the latter involving two sets of codebooks, one for each channel (left and right). The audio streams from each channel are combined to produce the final stereo output.

MusicGen AI Tool By Meta

Join the revolution in music composition with MusicGen AI – create, experiment, and discover music like never before.

Features:

Melody Conditioning: This allows generation based on melodic structures from other audio tracks or user-created melodies​​.

Text-Conditional Generation: Generates music influenced by text descriptions specifying genre, tempo, and other parameters​​.

Audio-Prompted Generation: Use existing audio clips as a basis for new music creation​​.

Advanced Model Architecture: Incorporates a text encoder, a language model-based decoder, and an audio encoder/decoder for versatile music generation​​.

Flexible Generation Modes: Offers both greedy and sampling generation modes, with sampling recommended for better results​​.

Unconditional Generation: Capable of generating music without specific prompts or inputs​​.

Extensive Training Dataset: Trained on 20,000 hours of diverse licensed music, including high-quality tracks and instrumentals​​.

Customizable Generation Process: Allows users to modify generation parameters like guidance scale and maximum length​​.

MusicGen AI HuggingFace

MusicGen on Hugging Face is a remarkable AI model designed for music generation. Hosted on the Hugging Face platform, a hub for state-of-the-art machine learning models. You can explore more on Hugging Face at their official website.

Key Features:

  • Versatile Music Generation
  • Advanced AI Techniques
  • Customizable Parameters
  • Community and Support

MusicGen AI Review

AI Team

User Interface
Music Generation
Community Support
Remix
Melody

Summary

MusicGen is an advanced AI tool developed by Meta for music generation, capable of creating high-quality music based on text descriptions, melodies, or audio prompts.

3.8

MusicGen WebUI

The WebUI offers a user-friendly interface for generating music using AI. Here’s a brief overview of how to use it:

1. Test Run:

To ensure MusicGen is working, you can select a pre-set example in the WebUI, which automatically populates the necessary fields. After submitting, the model takes around 2 minutes to generate a song, which can be downloaded or saved from the audio player displayed on the WebUI.

2. Running Locally:

For local setup, you need to install Python, nVidia’s CUDA Toolkit, and other dependencies. The process involves cloning the MusicGen code from GitHub and installing required packages using Python’s package manager.

3. Using Prompts:

The WebUI allows you to input descriptive prompts to guide music generation. You can specify emotions, genres, beats per minute, and other musical elements in your prompts.

4. Melody Guide:

Audiocraft, a feature of Musicgen, enables using an audio file as a guide for song generation. This feature allows for creativity in how the AI interprets and transforms melodies into different styles or genres.

Pros and Cons

  • Versatile: Capable of various music styles.
  • Innovative: Advanced AI technology.
  • Controllable: Adjustable music parameters.
  • Quality: High-quality music generation.
  • User-Friendly: Accessible on platforms like Hugging Face.
  • Complexity: Requires technical knowledge.
  • Data-Dependent: Quality relies on training data.

FAQs:

1. What is Musicgen and how does it work?

MusicGen is an AI music generation tool developed by Meta, using a single Language Model (LM) to generate music based on text descriptions, melodies, or audio inputs.

2. Can Music Gen generate different styles of music?

3. Can Musicgen be used for unlimited music generation?

4. Is Musicgen available for commercial use?

5. What is the pricing for using Musicgen?

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Installing Audiocraft with MusicGen

Step 1: Downloading and Installing Miniconda

Download Miniconda:

Head over to the Miniconda download page.

Click on the Miniconda installer for Linux, specifically Miniconda 3 Linux 64-bit.

Once the download is complete, close your browser.

Install Miniconda:

Open a terminal and navigate to your Downloads directory:

Run the installation script:

Scroll through the license agreement, type yes to agree, and proceed with the installation.

Verify Miniconda Installation:

Clear the terminal screen:

Verify the installation by typing:

If the command is not found, fix the path by editing the .bashrc file:

Add the following line at the end:

Save and exit the editor, then reload the .bashrc:

Verify again: You should now see the version of conda.


Step 2 :Creating and Activating the Audiocraft Conda Environment

Create the Audiocraft Environment:

In the terminal, create a new conda environment with Python 3.9:

Confirm the installation by typing y when prompted.

Activate the Environment:

Activate the environment:bashCopy

If the activation fails, initialize conda:

Close the current terminal and open a new one, then try activating the environment again:


MusicGen

Step 3: Installing Required Packages

Install FFmpeg:

With the environment activated, install FFmpeg:

Clone the Audiocraft Repository:

Navigate to your AI directory (or create one if it doesn’t exist):

Clone the Audiocraft repository:

Enter the Audiocraft directory:

Install Dependencies:

Install the required dependencies listed in the requirements.txt file:


Step 4: Running MusicGen and AudioGen

Launch MusicGen:

Run the MusicGen application:

The application will start on port 7860. The first time you run this, the model will be downloaded, which might take some time.

Once the model is downloaded, you can generate music by entering a text prompt. For example, “Bluegrass Banjo song” as a prompt will generate a music file.

Audiocraft Install with MusicGen

Using AudioGen:

To use AudioGen, first, fetch and checkout the necessary branches:

Launch the AudioGen application:

Similar to MusicGen, AudioGen will start on port 7860, and you can generate sound effects. For example, “shotgun being cocked back” might produce a sound effect.


Step 5: Creating Desktop Shortcuts for Easy Access

Create a Launch Script:

Create a launch script for MusicGen:

Add the following lines:

Save the file and make it executable:bashCopy code

Create a Desktop Icon:

Create a desktop shortcut:

Add the following content:

Save the file and make it executable:bashCopy codechmod +x ~/Desktop/musicgen.desktop

Double-click the desktop icon to launch MusicGen directly from your desktop.