Skip to content

A curated compilation of AI-driven generative music resources and projects. Explore the blend of machine learning algorithms and musical creativity.

License

Notifications You must be signed in to change notification settings

Curated-Awesome-Lists/awesome-ai-music-generation

Folders and files

NameName
Last commit message
Last commit date

Latest commit

Β 

History

2 Commits
Β 
Β 
Β 
Β 

Repository files navigation

Awesome Music Generation with AI

Welcome to the Awesome Music Generation with AI list, a curated collection of resources, projects, and frameworks at the intersection of artificial intelligence and music creation. Over the years, the field of generative music has witnessed a significant evolution, propelled by advancements in machine learning and deep learning technologies. From algorithmic composition to real-time music generation, AI has opened new horizons, enabling a blend of creativity and automation that was once unimaginable.

This list aims to be a comprehensive hub for enthusiasts, researchers, and professionals, bringing together the pioneering projects, influential research papers, and state-of-the-art frameworks that are shaping the future of music generation through AI. Whether you are a musician exploring the digital frontier, a researcher pushing the boundaries of what's possible, or a developer aiming to integrate AI-driven music capabilities into applications, this collection will provide a rich source of inspiration and knowledge.

Table of Contents

GitHub projects

  • Magenta: Music and Art Generation with Machine Intelligence πŸŽ΅πŸ–ŒοΈ (18712 stars)
  • Audiocraft: A library for audio processing and generation with deep learning, including MusicGen, a controllable music generation LM with textual and melodic conditioning 🎧 (17044 stars)
  • Muzic: Music Understanding and Generation with Artificial Intelligence 🎢 (3765 stars)
  • musiclm-pytorch: PyTorch implementation of MusicLM, Google's state-of-the-art model for music generation using attention networks 🎼 (2763 stars)
  • riffusion: Stable diffusion for real-time music generation 🎡 (2727 stars)
  • Mubert-Text-to-Music: A notebook demonstrating prompt-based music generation using Mubert API 🎡 (2674 stars)
  • riffusion-app: Stable diffusion for real-time music generation in a web app 🎡 (2474 stars)
  • Magenta.js: Music and Art Generation with Machine Learning in the browser πŸŽ΅πŸ–ŒοΈ (1899 stars)
  • AudioLDM2: Text-to-Audio/Music Generation 🎡 (1733 stars)
  • musegan: An AI for Music Generation 🎡 (1602 stars)
  • Radium: A graphical music editor and next generation tracker. 🎡⚑️ (805 stars)
  • GRUV: A Python project for algorithmic music generation. 🐍🎢 (798 stars)
  • DeepJ: A deep learning model for style-specific music generation. 🎡πŸ”₯ (717 stars)
  • Music Generation with Deep Learning: Resources on music generation using deep learning. πŸŽΆπŸ’» (700 stars)
  • Musika: Fast infinite waveform music generation. πŸŽ΅πŸ’¨ (646 stars)
  • Music Generation Research: A collection of music generation research resources. πŸŽΆπŸ”¬ (516 stars)
  • MusPy: A toolkit for symbolic music generation. πŸŽ΅πŸ”§ (387 stars)
  • MusicGenerator: Experiment with diverse deep learning models for music generation with TensorFlow. 🎢πŸ§ͺ (309 stars)
  • MuseTree: AI music generation for the real world. 🎡🌍 (215 stars)
  • VampNET: Music generation with masked transformers! πŸŽΆπŸ¦‡ (204 stars)

Articles & Blogs

Online Courses

Books

Research Papers

Videos

Tools & Software

  • Stability AI unveils 'Stable Audio': A versatile platform for AI Music Generation. Stability AI has launched a new AI platform, Stable Audio, which offers a novel latent diffusion model for generating audio conditioned on metadata and timing, providing faster inference times and creative control.
  • SuperCollider: An audio server, programming language, and IDE for sound synthesis. SuperCollider is a platform for audio synthesis and algorithmic composition.
  • Best Open Source AI Music Generators: Implementation of AudioLM, a language modeling approach to audio generation using Pytorch. It includes conditioning mechanisms for more control over generated music.
  • Soundful: An AI Music Generator that allows creators to generate royalty-free tracks instantly. Soundful generates high-quality music using AI technology, making it easy for anyone to create professional-sounding music.
  • Strasheela: A constraint-based music composition system. Users define music theories with sets of compositional rules, and the system generates music that complies with these theories.
  • Best AI Music Generators - 2023 Reviews & Comparison: An online tool with multiple ways to create song covers, including searching for songs, uploading audio files, and recording directly.
  • What Is AI Generated Music? Best Music Tools for 2023: A software that allows businesses to explore AI-generated music as a cheaper alternative, offering a free trial with unlimited music projects and monthly song downloads.
  • Best Audio Editing Software in 2023: Compare Reviews on 100+ | G2: A comprehensive list of audio editing software commonly used by audio engineers and music producers, with real-time product reviews from verified users.
  • Psycle Modular Music Creation Studio Reviews - 2023: User reviews and ratings of the Psycle Modular Music Creation Studio free open-source software project.

Conferences & Events

Slides & Presentations


This initial version of the Awesome List was generated with the help of the Awesome List Generator. It's an open-source Python package that uses the power of GPT models to automatically curate and generate starting points for resource lists related to a specific topic.

About

A curated compilation of AI-driven generative music resources and projects. Explore the blend of machine learning algorithms and musical creativity.

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published