AI Music Generation Generative AI Tools
Tools for composing, generating, and arranging music using generative AI models. Includes music creation from text/prompts, MIDI arrangement, and music production interfaces. Does NOT include music recommendation systems, audio analysis, or non-generative music tools.
There are 118 ai music generation tools tracked. 6 score above 50 (established tier). The highest-rated is asigalov61/tegridy-tools at 62/100 with 109 stars. 1 of the top 10 are actively maintained.
Get all 118 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=generative-ai&subcategory=ai-music-generation&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
asigalov61/tegridy-tools
Symbolic Music NLP Artificial Intelligence Toolkit |
|
Established |
| 2 |
declare-lab/TangoFlux
[ICLR 2026] TangoFlux: Super Fast and Faithful Text to Audio Generation with... |
|
Established |
| 3 |
kyegomez/MORPHEUS-1
Implementation of "MORPHEUS-1" from Prophetic AI and "The world’s first... |
|
Established |
| 4 |
affige/genmusic_demo_list
a list of demo websites for automatic music generation research |
|
Established |
| 5 |
jaschadub/harmonydagger
Make Music Unlearnable for Generative AI. |
|
Established |
| 6 |
salu133445/musegan
An AI for Music Generation |
|
Established |
| 7 |
FORARTfe/HyMPS
HyMPS will be a platform-indipendent software suite for advanced audio/video... |
|
Emerging |
| 8 |
toxtli/hum2song
Hum2Song: Multi-track Polyphonic Music Generation from Voice Melody... |
|
Emerging |
| 9 |
replicate/cog-musicgen
A cog implementation of Meta's MusicGen models |
|
Emerging |
| 10 |
rbaltrusch/bach_generator
A Bach music generator using a neural network trained using a genetic algorithm. |
|
Emerging |
| 11 |
proximasan/tadpole-studio
Easy to use AI music generation UI for local models with QoL features |
|
Emerging |
| 12 |
brightlikethelight/music-gen-ai
Academic research project exploring AI music generation - Harvard CS 109B... |
|
Emerging |
| 13 |
masanbasa3k/Generate_Your_Own_Music
This repository contains code for generating new music using Generative... |
|
Emerging |
| 14 |
sakemin/cog-musicgen-remixer
Music remixer based on MusicGen-Chord |
|
Emerging |
| 15 |
jacbz/Blocks
Interactive ML-supported drum beat generator |
|
Emerging |
| 16 |
CryonicsX/Sonetra-AI-Mixer
An AI-powered music mixing platform that seamlessly blends songs based on... |
|
Emerging |
| 17 |
asigalov61/Optimus-VIRTUOSO
GPT3-based Multi-Instrumental MIDI Music AI Implementation |
|
Emerging |
| 18 |
ThomasGust/PyMuse
PyMuse is a python tool to generate music and art with the help of... |
|
Emerging |
| 19 |
GURPREETKAURJETHRA/MusicAI
Custom Music Generation with Transformers and PyTorch |
|
Emerging |
| 20 |
aswath1313/GenAI-Music-Composer
🎶 Compose high-fidelity music effortlessly by transforming natural language... |
|
Emerging |
| 21 |
timwedde/ai-music-generation
A collection of and reference to all artifacts and tools used for the... |
|
Emerging |
| 22 |
dimitreOliveira/ai_beats
Create music clips using generative AI |
|
Emerging |
| 23 |
asigalov61/Amazing-GPT2-Piano
OpenAI's GPT2 based Music AI Google Colab Notebooks for Music... |
|
Emerging |
| 24 |
felipetovarhenao/midi-improviser
A web application for generating polyphonic music improvisations as MIDI files. |
|
Emerging |
| 25 |
arhcoder/MIA
🎼 Musical Artificial Intelligence model that composes original music WITHOUT... |
|
Emerging |
| 26 |
chainstacklabs/generative-ai-music-nft-javascript
This project contains all tutorial files from the How to mint a generative... |
|
Emerging |
| 27 |
Tegridy-Code/Lars-Ulrich-Challenge
Algorithmic and AI MIDI Drums Generator Implementation |
|
Emerging |
| 28 |
jskripchuk/Synth1GAN
A GAN to generate preset banks for famous and free VST plugin Synth1 |
|
Emerging |
| 29 |
robsdedude/melody-composer
Using higher Order Markov Modells and Clustering to compose melodies similar... |
|
Emerging |
| 30 |
omayib/BeatCraft
Focus on your game, while we craft the perfect, relevant music. At... |
|
Emerging |
| 31 |
zimeng44/Foley-Gen
A generative machine learning model that generates noval foley sounds |
|
Emerging |
| 32 |
NiteeshL/genVisionary
A music generating web app which generates 'industry grade' 8 second... |
|
Emerging |
| 33 |
lucky-bai/algomusic
Final project for CS486 (AI) |
|
Emerging |
| 34 |
GeniusPilot2016/NeoBleeper
NeoBleeper is the world's first AI-enabled tune creation software using the... |
|
Emerging |
| 35 |
asigalov61/Morpheus
[DEPRECIATED] Symbolic MIDI Music AI implementation |
|
Emerging |
| 36 |
chenjianyi/fastsag
FastSAG: Towards Fast Non-Autoregressive Singing Accompaniment Generation |
|
Experimental |
| 37 |
nateraw/singing-songstarter
Sing an idea ➡️ AI music sample🔥🎶 |
|
Experimental |
| 38 |
AMAAI-Lab/t2m-inferalign
Improving Symbolic Music Generation with Inference-Time Alignment |
|
Experimental |
| 39 |
PapayaResearch/ctag
Creative Text-to-Audio Generation via Synthesizer Programming @ ICML'24 |
|
Experimental |
| 40 |
asigalov61/Project-Los-Angeles
Helping build fair, safe, ethical, and RIGHT General Artificial Intelligence... |
|
Experimental |
| 41 |
arkodeepsen/foxdot-composer
AI music producer agent using SuperComposer and FoxDot. Generate and live... |
|
Experimental |
| 42 |
jaidevshriram/auto-book-soundtrack
Code for the paper "Sonus Texere! Automated Dense Soundtrack Construction... |
|
Experimental |
| 43 |
dtoyoda10/music-gen
AI Music Generator is a deep learning-based tool that composes unique music... |
|
Experimental |
| 44 |
julian-parker/stemgen
Examples for ICASSP2024 paper "StemGen: A music generation model that listens" |
|
Experimental |
| 45 |
thiliapr/tkaimidi
2024年就写了的音乐生成AI |
|
Experimental |
| 46 |
slauger/suno-cli
Command-line tool to generate music with Suno AI. Input lyrics + style,... |
|
Experimental |
| 47 |
vroomai/live
🎧 Chat with Ableton Live in your browser. |
|
Experimental |
| 48 |
Ratnesh-181998/GenAI-Music-Composer
🎵 Production-grade GenAI Music Composer that converts NLP prompts into... |
|
Experimental |
| 49 |
asigalov61/Amazon-Deep-Composer
Absolutely incredible and fresh-pressed Google Colab Notebook to train and... |
|
Experimental |
| 50 |
JustInCache/fmag-cli
Focus Mode Ambience Generator(FMAG) - Generate AI ambient audio loops for... |
|
Experimental |
| 51 |
mreshank/Notater
An offline-first, collaborative music production workstation (DAW) running... |
|
Experimental |
| 52 |
fleximeter/music_generator
This is a PyTorch-based generative music system that trains on MusicXML files. |
|
Experimental |
| 53 |
jxtngx/tunelab
A web app for post-training |
|
Experimental |
| 54 |
Bairnn/Ambient-content-pipeline
AI-driven pipeline for generating layered ambient soundscapes —... |
|
Experimental |
| 55 |
miikkij/Musica1
AI music composition suite — generate audio with text prompts and arrange... |
|
Experimental |
| 56 |
MatthewJiao/ComposeAI
AI-Generated Music |
|
Experimental |
| 57 |
LeiNiclas/Rhythmapper
Generate playable rhythm charts with generative AI. |
|
Experimental |
| 58 |
omarperacha/GANkyoku
A Generative Adversarial Network for Shakuhachi Music |
|
Experimental |
| 59 |
mah-jp/context-dj
AI Music Curator. It turns your vague requests into a perfectly curated... |
|
Experimental |
| 60 |
Ainur-Music/Ainur
Explore Ainur, an advanced deep learning model for generating high-quality... |
|
Experimental |
| 61 |
vzakharov/jukebox-webui
Google Colab-backed Web UI for creating music with OpenAI Jukebox |
|
Experimental |
| 62 |
Valpatel/app-soundbox
Synthetic audio generation (music/SFX) for local AI servers to build apps... |
|
Experimental |
| 63 |
APNovichkov/aux-ai-api
A web platform that lets users create AI-generated music. This repository is... |
|
Experimental |
| 64 |
asigalov61/DOREMI
MIDI-REMI-TXT-REMI-MIDI bi-directional MIDI processor for music... |
|
Experimental |
| 65 |
HEMANGANI/Music-Generation-Using-WGAN-GP-and-Self-Attention-Mechanism
Developed a music generation deep learning model using WGAN-GP and... |
|
Experimental |
| 66 |
Gitster7/AI-Music-Generator
In this project we will be building a model capable of generating notes and... |
|
Experimental |
| 67 |
nickpadd/DeforumMusicVisualizer
DeforumMusicVisualizer aims to enhance your listening experience by creating... |
|
Experimental |
| 68 |
kbhujbal/Text2TuneAI-text_to_music_DL_pipeline
AI music composer with BERT text encoder and Transformer decoder. Generates... |
|
Experimental |
| 69 |
asigalov61/Piano-Drummer
Proof-of-concept drums generating AI for solo piano compositions |
|
Experimental |
| 70 |
charles-forsyth/generate-music
🎵 A modern, professional CLI for real-time AI music generation using... |
|
Experimental |
| 71 |
innermost47/ai-harmony
AI Harmony is an experimental web radio system dedicated to pushing the... |
|
Experimental |
| 72 |
Pikeras72/Hardstyle-Songs-AI-Generator
🎵 Hardstyle AI Composer - Generative artificial intelligence model trained... |
|
Experimental |
| 73 |
Romeo-5/Text-to-Music-App
An AI-powered system that generates unique MIDI compositions from natural... |
|
Experimental |
| 74 |
WaveGenAI/WaveAI
A model that can generate music based on prompt and lyrics. |
|
Experimental |
| 75 |
asigalov61/Rock-Piano
Proof-Of-Concept Piano-Drums Music AI Model/Implementation |
|
Experimental |
| 76 |
yoanbernabeu/music-gpt-bundle
A Symfony bundle for integrating musicgpt.com API into your applications. |
|
Experimental |
| 77 |
ANANDITA24/Generative-Music-Based-on-Transformer-Architecture
Generative Music based on Transformer Architecture is made using deep... |
|
Experimental |
| 78 |
the0cp/beatflow
Web-based AI music generator that plans full song arrangements based on... |
|
Experimental |
| 79 |
mixtapelabs/web
🎶 Frontend for Mixtape, handling uploads, session history, and visual mix... |
|
Experimental |
| 80 |
itxmjr/Music-Generator
An LSTM-based AI Music Generation Model that preprocesses MIDI files into... |
|
Experimental |
| 81 |
ant-le/TechnoGen
In this project, I will try to build a model that is able to generate... |
|
Experimental |
| 82 |
onlydole/pytorch-keynote-2024
PyTorch-powered app that turns images into music. Upload a pic, get a unique... |
|
Experimental |
| 83 |
willaccc/classicalMusic
Generate classical music from MusicNet data |
|
Experimental |
| 84 |
dinraj910/Music-Generation-Using-LSTM-GRU
This project explores the use of recurrent neural networks (RNNs),... |
|
Experimental |
| 85 |
Mignonne-Patterson/Muse
A high-performance music synthesis and composition system written in Common... |
|
Experimental |
| 86 |
christinabranson/deep-track-ai
Discovering new music with generative AI |
|
Experimental |
| 87 |
sjfischr/BeatBunny
A local-first, open-source music generation studio — aiming to be the... |
|
Experimental |
| 88 |
BCBLearning/ai-jukebox
AI-powered music platform where autonomous agents analyze, rank, and... |
|
Experimental |
| 89 |
metacore-stack/NeuralSoundForge
An advanced deep learning platform that leverages StyleGAN2 and semantic... |
|
Experimental |
| 90 |
VipinMI2024/EmoTune-AI
A deep learning project for generating emotionally expressive music. Using... |
|
Experimental |
| 91 |
mrxmentalist/Heartmula-Suno-UI
"HeartMuLa Suno UI Pro: A self-contained, high-performance music generation... |
|
Experimental |
| 92 |
buggzeth/dj-rawg
An interactive 3D frog DJ that hallucinates music in real-time based on... |
|
Experimental |
| 93 |
w3ss127/ai-music-generator
AI Music Generator is a deep learning-based tool that composes unique music... |
|
Experimental |
| 94 |
saadtariq-ds/ai-music-composer
AI Music Composer is a Generative AI–powered music composition system that... |
|
Experimental |
| 95 |
cto-hosted/bpt8qvnb
AI-powered sample pack generator with Python GenAI integration and C++ DSP engine |
|
Experimental |
| 96 |
Devanik21/MusicVAE
Key Features: Simple VAE architecture with encoder/decoder Synthetic music... |
|
Experimental |
| 97 |
DewashishCodes/amuseUSB
🎵 AI-powered automatic USB music loader. Download personalized MP3... |
|
Experimental |
| 98 |
IRedDragonICY/resonote
Next-gen AI Optical Music Recognition (OMR) platform. Convert sheet music... |
|
Experimental |
| 99 |
sorochak/SoundBird
SoundBird is a full stack web application that uses bioacoustics to explore... |
|
Experimental |
| 100 |
vageesh-goswami/ADVANCE-AI-INSTRUMENT-SOUND-GENERATIONS
AI-powered musical instrument sound generation using deep learning models |
|
Experimental |
| 101 |
dvdsgdgdg/resonote
🎶 Transform sheet music into interactive digital content with Resonote,... |
|
Experimental |
| 102 |
awagenknecht/descant-genetic-generator
Generates a violin or viola descant for hymns using a genetic algorithm. |
|
Experimental |
| 103 |
jsohndata/star-music
🚀 Star Music is an terran based otherworldly music label, known for its... |
|
Experimental |
| 104 |
vah7id/drum-randomizer
Create a drum machine with random sounds and midi patterns generated by AI... |
|
Experimental |
| 105 |
mrpep/encodecmae-to-wav
Experiments sonifying frame-level encodecmae features and encodecmae summary... |
|
Experimental |
| 106 |
anandr07/Artificial-Music-Generator
This project implements an Artificial Music Generator using LSTM (Long... |
|
Experimental |
| 107 |
kenbrant1/DuranDuranbot
A teachable/trainable artificial intelligence music bot fundamentally... |
|
Experimental |
| 108 |
jztchl/Harmony-Forge
Harmony Forge is a music generation platform merging Flask and Flutter.... |
|
Experimental |
| 109 |
AI-Club-SIT-Pune/Melodify
Exploring Generative Music using Autoencoders |
|
Experimental |
| 110 |
mahshid1378/cog-musicgen
A cog implementation of Meta's MusicGen models |
|
Experimental |
| 111 |
meowAni/LSTMelody
Deep learning project that generates multi-instrument MIDI songs using a... |
|
Experimental |
| 112 |
saharshmehrotra/Generative-Music
Music Generation using Autoencoders |
|
Experimental |
| 113 |
Bycob/midipic
Midi to Image translation for ML datasets |
|
Experimental |
| 114 |
jnika/dicy2-for-live
Dicy2 is a device for Ableton Live implementing interactive agents using... |
|
Experimental |
| 115 |
Clemagda/HiFi-music-generator
HiFi music generator based on GenAI technology |
|
Experimental |
| 116 |
ramakrishnan2503/Melodify.ai
AI Powered Music Generation |
|
Experimental |
| 117 |
NDDimension/Chopin-with-LSTMs-AI-Music-Maker
An AI model that learns and composes music in the style of Chopin using... |
|
Experimental |
| 118 |
eloiisa-gh/music-class-ads
Music class ads content generation agent, uses A2A Illustrator agent |
|
Experimental |