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 86 ai music generation tools tracked. 1 score above 50 (established tier). The highest-rated is asigalov61/tegridy-tools at 58/100 with 109 stars and 32 monthly downloads. 1 of the top 10 are actively maintained.

Get all 86 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=generative-ai&subcategory=ai-music-generation&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	asigalov61/tegridy-tools Symbolic Music NLP Artificial Intelligence Toolkit	58	Established	109	Jupyter Notebook
2	jaschadub/harmonydagger Make Music Unlearnable for Generative AI.	49	Emerging	46	Python
3	declare-lab/TangoFlux [ICLR 2026] TangoFlux: Super Fast and Faithful Text to Audio Generation with...	47	Emerging	843	Jupyter Notebook
4	kyegomez/MORPHEUS-1 Implementation of "MORPHEUS-1" from Prophetic AI and "The world’s first...	45	Emerging	132	Python
5	salu133445/musegan An AI for Music Generation	44	Emerging	2,013	Python
6	FORARTfe/HyMPS HyMPS will be a platform-indipendent software suite for advanced audio/video...	44	Emerging	293	—
7	affige/genmusic_demo_list a list of demo websites for automatic music generation research	40	Emerging	775	—
8	toxtli/hum2song Hum2Song: Multi-track Polyphonic Music Generation from Voice Melody...	40	Emerging	149	JavaScript
9	replicate/cog-musicgen A cog implementation of Meta's MusicGen models	39	Emerging	103	Python
10	proximasan/tadpole-studio Easy to use AI music generation UI for local models with QoL features	38	Emerging	67	TypeScript
11	aswath1313/GenAI-Music-Composer 🎶 Compose high-fidelity music effortlessly by transforming natural language...	35	Emerging	1	Python
12	masanbasa3k/Generate_Your_Own_Music This repository contains code for generating new music using Generative...	33	Emerging	29	Python
13	omayib/BeatCraft Focus on your game, while we craft the perfect, relevant music. At...	32	Emerging	2	Python
14	sakemin/cog-musicgen-remixer Music remixer based on MusicGen-Chord	32	Emerging	103	Python
15	asigalov61/Optimus-VIRTUOSO GPT3-based Multi-Instrumental MIDI Music AI Implementation	30	Emerging	48	Jupyter Notebook
16	CryonicsX/Sonetra-AI-Mixer An AI-powered music mixing platform that seamlessly blends songs based on...	30	Emerging	21	Python
17	GURPREETKAURJETHRA/MusicAI Custom Music Generation with Transformers and PyTorch	28	Experimental	6	HTML
18	ThomasGust/PyMuse PyMuse is a python tool to generate music and art with the help of...	28	Experimental	11	Python
19	dimitreOliveira/ai_beats Create music clips using generative AI	27	Experimental	8	Python
20	timwedde/ai-music-generation A collection of and reference to all artifacts and tools used for the...	27	Experimental	9	Julia
21	asigalov61/Amazing-GPT2-Piano OpenAI's GPT2 based Music AI Google Colab Notebooks for Music...	26	Experimental	47	Jupyter Notebook
22	jskripchuk/Synth1GAN A GAN to generate preset banks for famous and free VST plugin Synth1	25	Experimental	66	Jupyter Notebook
23	Tegridy-Code/Lars-Ulrich-Challenge Algorithmic and AI MIDI Drums Generator Implementation	25	Experimental	13	Python
24	chainstacklabs/generative-ai-music-nft-javascript This project contains all tutorial files from the How to mint a generative...	25	Experimental	4	JavaScript
25	robsdedude/melody-composer Using higher Order Markov Modells and Clustering to compose melodies similar...	24	Experimental	14	Python
26	dtoyoda10/music-gen AI Music Generator is a deep learning-based tool that composes unique music...	24	Experimental	1	TypeScript
27	asigalov61/Morpheus [DEPRECIATED] Symbolic MIDI Music AI implementation	23	Experimental	20	Python
28	NiteeshL/genVisionary A music generating web app which generates 'industry grade' 8 second...	23	Experimental	1	CSS
29	lucky-bai/algomusic Final project for CS486 (AI)	23	Experimental	11	Python
30	zimeng44/Foley-Gen A generative machine learning model that generates noval foley sounds	23	Experimental	2	Python
31	chenjianyi/fastsag FastSAG: Towards Fast Non-Autoregressive Singing Accompaniment Generation	22	Experimental	29	Python
32	nateraw/singing-songstarter Sing an idea ➡️ AI music sample🔥🎶	22	Experimental	121	Python
33	jxtngx/tunelab A web app for post-training	22	Experimental	—	TypeScript
34	PapayaResearch/ctag Creative Text-to-Audio Generation via Synthesizer Programming @ ICML'24	22	Experimental	38	Python
35	arkodeepsen/foxdot-composer AI music producer agent using SuperComposer and FoxDot. Generate and live...	22	Experimental	4	Python
36	AMAAI-Lab/t2m-inferalign Improving Symbolic Music Generation with Inference-Time Alignment	22	Experimental	20	Python
37	miikkij/Musica1 AI music composition suite — generate audio with text prompts and arrange...	22	Experimental	—	Python
38	Bairnn/Ambient-content-pipeline AI-driven pipeline for generating layered ambient soundscapes —...	22	Experimental	—	Python
39	asigalov61/Project-Los-Angeles Helping build fair, safe, ethical, and RIGHT General Artificial Intelligence...	21	Experimental	11	—
40	Ratnesh-181998/GenAI-Music-Composer 🎵 Production-grade GenAI Music Composer that converts NLP prompts into...	20	Experimental	1	Python
41	mreshank/Notater An offline-first, collaborative music production workstation (DAW) running...	20	Experimental	1	HTML
42	LeiNiclas/Rhythmapper Generate playable rhythm charts with generative AI.	20	Experimental	1	Python
43	julian-parker/stemgen Examples for ICASSP2024 paper "StemGen: A music generation model that listens"	19	Experimental	35	—
44	Valpatel/app-soundbox Synthetic audio generation (music/SFX) for local AI servers to build apps...	19	Experimental	—	Python
45	Romeo-5/Text-to-Music-App An AI-powered system that generates unique MIDI compositions from natural...	19	Experimental	—	Python
46	mixtapelabs/web 🎶 Frontend for Mixtape, handling uploads, session history, and visual mix...	19	Experimental	—	TypeScript
47	mah-jp/context-dj AI Music Curator. It turns your vague requests into a perfectly curated...	19	Experimental	—	TypeScript
48	JustInCache/fmag-cli Focus Mode Ambience Generator(FMAG) - Generate AI ambient audio loops for...	19	Experimental	5	Python
49	jaidevshriram/auto-book-soundtrack Code for the paper "Sonus Texere! Automated Dense Soundtrack Construction...	19	Experimental	6	Jupyter Notebook
50	the0cp/beatflow Web-based AI music generator that plans full song arrangements based on...	18	Experimental	6	Python
51	vroomai/live 🎧 Chat with Ableton Live in your browser.	18	Experimental	56	JavaScript
52	yoanbernabeu/music-gpt-bundle A Symfony bundle for integrating musicgpt.com API into your applications.	16	Experimental	1	PHP
53	innermost47/ai-harmony AI Harmony is an experimental web radio system dedicated to pushing the...	16	Experimental	1	Python
54	kbhujbal/Text2TuneAI-text_to_music_DL_pipeline AI music composer with BERT text encoder and Transformer decoder. Generates...	16	Experimental	1	Python
55	charles-forsyth/generate-music 🎵 A modern, professional CLI for real-time AI music generation using...	16	Experimental	1	Python
56	asigalov61/Amazon-Deep-Composer Absolutely incredible and fresh-pressed Google Colab Notebook to train and...	16	Experimental	14	Jupyter Notebook
57	Devanik21/MusicVAE Key Features: Simple VAE architecture with encoder/decoder Synthetic music...	15	Experimental	—	Python
58	itxmjr/Music-Generator An LSTM-based AI Music Generation Model that preprocesses MIDI files into...	15	Experimental	—	TypeScript
59	dinraj910/Music-Generation-Using-LSTM-GRU This project explores the use of recurrent neural networks (RNNs),...	15	Experimental	1	Jupyter Notebook
60	fleximeter/music_generator This is a PyTorch-based generative music system that trains on MusicXML files.	15	Experimental	2	Python
61	asigalov61/DOREMI MIDI-REMI-TXT-REMI-MIDI bi-directional MIDI processor for music...	14	Experimental	9	Jupyter Notebook
62	vageesh-goswami/ADVANCE-AI-INSTRUMENT-SOUND-GENERATIONS AI-powered musical instrument sound generation using deep learning models	14	Experimental	—	JavaScript
63	dvdsgdgdg/resonote 🎶 Transform sheet music into interactive digital content with Resonote,...	14	Experimental	—	TypeScript
64	vzakharov/jukebox-webui Google Colab-backed Web UI for creating music with OpenAI Jukebox	14	Experimental	85	Python
65	omarperacha/GANkyoku A Generative Adversarial Network for Shakuhachi Music	14	Experimental	14	Python
66	Ainur-Music/Ainur Explore Ainur, an advanced deep learning model for generating high-quality...	14	Experimental	9	Python
67	sjfischr/BeatBunny A local-first, open-source music generation studio — aiming to be the...	13	Experimental	2	Python
68	Gitster7/AI-Music-Generator In this project we will be building a model capable of generating notes and...	13	Experimental	11	Jupyter Notebook
69	BCBLearning/ai-jukebox AI-powered music platform where autonomous agents analyze, rank, and...	13	Experimental	—	TypeScript
70	nickpadd/DeforumMusicVisualizer DeforumMusicVisualizer aims to enhance your listening experience by creating...	13	Experimental	5	—
71	WaveGenAI/WaveAI A model that can generate music based on prompt and lyrics.	12	Experimental	4	Python
72	metacore-stack/NeuralSoundForge An advanced deep learning platform that leverages StyleGAN2 and semantic...	12	Experimental	1	Python
73	mrxmentalist/Heartmula-Suno-UI "HeartMuLa Suno UI Pro: A self-contained, high-performance music generation...	12	Experimental	1	Python
74	Pikeras72/Hardstyle-Songs-AI-Generator 🎵 Hardstyle AI Composer - Generative artificial intelligence model trained...	12	Experimental	3	—
75	ANANDITA24/Generative-Music-Based-on-Transformer-Architecture Generative Music based on Transformer Architecture is made using deep...	11	Experimental	2	Jupyter Notebook
76	cto-hosted/bpt8qvnb AI-powered sample pack generator with Python GenAI integration and C++ DSP engine	11	Experimental	—	Python
77	saadtariq-ds/ai-music-composer AI Music Composer is a Generative AI–powered music composition system that...	11	Experimental	—	Python
78	w3ss127/ai-music-generator AI Music Generator is a deep learning-based tool that composes unique music...	11	Experimental	—	TypeScript
79	sorochak/SoundBird SoundBird is a full stack web application that uses bioacoustics to explore...	11	Experimental	—	Python
80	buggzeth/dj-rawg An interactive 3D frog DJ that hallucinates music in real-time based on...	11	Experimental	—	Jupyter Notebook
81	IRedDragonICY/resonote Next-gen AI Optical Music Recognition (OMR) platform. Convert sheet music...	11	Experimental	—	TypeScript
82	onlydole/pytorch-keynote-2024 PyTorch-powered app that turns images into music. Upload a pic, get a unique...	10	Experimental	1	JavaScript
83	awagenknecht/descant-genetic-generator Generates a violin or viola descant for hymns using a genetic algorithm.	10	Experimental	1	Python
84	willaccc/classicalMusic Generate classical music from MusicNet data	10	Experimental	1	Jupyter Notebook
85	Mignonne-Patterson/Muse A high-performance music synthesis and composition system written in Common...	10	Experimental	1	Common Lisp
86	christinabranson/deep-track-ai Discovering new music with generative AI	10	Experimental	1	TypeScript