AI Music Generation ML Frameworks

Tools and models for generating, composing, and creating music using machine learning. Includes MIDI generation, music remixing, and genre-specific composition. Does NOT include music recommendation, audio processing, music analysis/transcription, or chord recognition as primary focus.

There are 114 ai music generation frameworks tracked. 1 score above 70 (verified tier). The highest-rated is Natooz/MidiTok at 71/100 with 855 stars and 13,629 monthly downloads. 1 of the top 10 are actively maintained.

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#	Framework	Score	Tier	Stars	Language
1	Natooz/MidiTok MIDI / symbolic music tokenizers for Deep Learning models 🎶	71	Verified	855	Python
2	salu133445/muspy A toolkit for symbolic music generation	65	Established	508	Python
3	jisungk/deepjazz Deep learning driven jazz generation using Keras & Theano!	51	Established	2,896	Python
4	mdeff/fma FMA: A Dataset For Music Analysis	50	Established	2,569	Jupyter Notebook
5	jacbz/Lofi ML-supported lo-fi music generator	49	Emerging	455	TypeScript
6	rbaltrusch/bach_generator A Bach music generator using a neural network trained using a genetic algorithm.	47	Emerging	4	Python
7	microsoft/muzic Muzic: Music Understanding and Generation with Artificial Intelligence	46	Emerging	4,901	Python
8	cjbayron/autochord Automatic Chord Recognition tools - ISMIR2021 Late-Breaking Demo presentation	43	Emerging	158	Jupyter Notebook
9	icoxfog417/magenta_session :musical_keyboard: Music Session with Google Magenta	43	Emerging	82	JavaScript
10	carlosholivan/musicaiz A python framework for symbolic music generation, evaluation and analysis	42	Emerging	187	Python
11	s-omranpour/DeepMusic A python package for high level musical data manipulation and preprocessing,...	42	Emerging	42	Python
12	asigalov61/Tegridy-MIDI-Dataset Tegridy MIDI Dataset for precise and effective Music AI models creation.	41	Emerging	259	Jupyter Notebook
13	jryban/frechet-music-distance A library for computing Frechet Music Distance.	41	Emerging	28	Python
14	googlecreativelab/beat-blender Blend beats using machine learning to create music in a fun new way.	41	Emerging	197	JavaScript
15	googlecreativelab/melody-mixer A fun way to explore music using machine learning.	40	Emerging	156	JavaScript
16	Gogul09/deep-drum An interactive drum machine & arpeggio generator created using Google's Magenta JS	40	Emerging	139	JavaScript
17	salu133445/mmt Official Implementation of "Multitrack Music Transformer" (ICASSP 2023)	38	Emerging	154	Python
18	samim23/polymath Convert any music library into a music production sample-library with ML	37	Emerging	1,571	Python
19	sakemin/cog-musicgen-chord Chord conditioning implemented MusicGen	36	Emerging	66	Python
20	atosystem/ThemeTransformer The official implementation of Theme Transformer. A Theme-based music...	35	Emerging	126	Python
21	RetroCirce/Music-SketchNet ISMIR 2020 Paper repo: Music SketchNet: Controllable Music Generation via...	35	Emerging	82	Jupyter Notebook
22	brightlikethelight/music-gen-ai Academic research project exploring AI music generation - Harvard CS 109B...	34	Emerging	3	Python
23	carlosholivan/DeepLearningMusicGeneration State of the Art of Music Generation with Deep Learning and AI	34	Emerging	289	—
24	salu133445/ismir2019tutorial Website for tutorial "Generating Music with GANs: An Overview and Case Studies"	34	Emerging	83	Jupyter Notebook
25	a43992899/MARBLE State-of-the-art pretrained music models for training, evaluation, inference	34	Emerging	166	Python
26	asigalov61/monsterpianotransformer Ultra-fast and very well fitted solo Piano music transformer	33	Emerging	7	Python
27	umbrellabeach/music-generation-with-DL Resources on Music Generation with Deep Learning	33	Emerging	723	—
28	belovm96/chord-detection App for Chord Sequence Detection	32	Emerging	124	Jupyter Notebook
29	jacbz/Blocks Interactive ML-supported drum beat generator	32	Emerging	7	TypeScript
30	asigalov61/Yoda [DEPRECEATED] Morpheus Music AI implementation spin-off :)	30	Emerging	17	Python
31	arhcoder/MIA 🎼 Musical Artificial Intelligence model that composes original music WITHOUT...	30	Emerging	4	Python
32	kennethnym/infinifi infinifi plays gentle lofi music in the background indefinitely	29	Experimental	347	Python
33	caseybarajas/Melodia 🎹 Melodia is a Python-based tool for generating musical compositions using...	29	Experimental	14	Python
34	kinglegendzzh/chordPrediction 音乐创作工具(基于马尔科夫链的和弦预测算法)	28	Experimental	66	Python
35	asigalov61/GIGA-Piano [DEPRECEATED] Piano Transformer model trained on 2.6GB of MIDI piano music	28	Experimental	13	Python
36	lrenault/ddsp-piano MIDI Piano synthesizer using DDSP.	28	Experimental	93	Python
37	Dinhopjsa/guitar-audio-transcriber-ai 🎸 Transform guitar audio into note predictions and tablature using deep...	27	Experimental	1	Python
38	felipetovarhenao/midi-improviser A web application for generating polyphonic music improvisations as MIDI files.	26	Experimental	7	JavaScript
39	asigalov61/Lars-Ulrich-Transformer [DEPRECIATED] [339M] [88% acc] Fast full-featured drums inpainting...	26	Experimental	8	Python
40	GeniusPilot2016/NeoBleeper NeoBleeper is the world's first AI-enabled tune creation software using the...	26	Experimental	7	C#
41	omarperacha/TonicNet Sequential model for polyphonic music	26	Experimental	47	Python
42	HuwCheston/deep-pianist-identification Code from: Deconstructing Jazz Piano Style Using Machine Learning	26	Experimental	6	Python
43	tosiron/jazznet jazznet dataset of piano patterns for music audio machine learning research	25	Experimental	85	Python
44	matakshay/AI_Music_Generator Deep Learning & Natural Language Processing model to generate Piano music...	25	Experimental	35	Jupyter Notebook
45	asigalov61/Pentagram-Music-Transformer Fast multi-instrumental music transformer with 4k sequence length, pentagram...	25	Experimental	3	Python
46	pmlg/generative_music_playground Links for music + machine learning	25	Experimental	188	—
47	asigalov61/Token-Music-Transformer [Experimental] Full-attention multi-instrumental music transformer with...	25	Experimental	4	Python
48	ArdavanKhalij/IranianMusicKnowledgeBase.jl Iranian Music Knowledge Base for Statistical Modelling of Iranian Music	24	Experimental	4	Julia
49	asigalov61/Music-Reformer Decent and capable Music AI implementation based on the SOTA Google Reformer...	24	Experimental	3	Jupyter Notebook
50	asigalov61/Continuano Accompaniment and Continuation Music AI Models and Implementation	24	Experimental	4	Jupyter Notebook
51	loubbrad/aria-midi Official repository for Aria-MIDI: a MIDI dataset of 1,186,253 transcribed...	24	Experimental	78	—
52	hidude562/OpenMusenet2 Open source implementation of OpenAi's musenet	24	Experimental	67	Jupyter Notebook
53	david-a-campbell/W1_Hit W1_Hit is a temporal convolutional network (TCN) for generating expressive...	24	Experimental	2	Python
54	kayoyin/Prodigy CSE201 Objected-Oriented Programming in C++: Teach an AI to produce pieces of music	23	Experimental	12	C++
55	ChenDelong1999/VirtualConductor 🎶 Music-Driven Conducting Motion Generation (IEEE ICME'21 Best Demo)	23	Experimental	97	Python
56	guyyariv/AI-Beat-Maker Generate beats out of given samples	23	Experimental	16	Python
57	xqy2006/music_generation 🎵根据歌词生成音乐的项目，零成本将机器学习模型部署上线（前端(Vue3.js+Vite)+后端(github actions+python+paddlepaddle)）	23	Experimental	11	Python
58	Quint-e/equivariant-self-supervision-tempo Official implementation of "Equivariant Self-Supervision for Musical Tempo...	23	Experimental	26	Python
59	MohamedHamdy28/Music-accompaniment-generator This program generate a sequence of chords that can be played with the melody	23	Experimental	2	Python
60	arman-aminian/lofi-generator Music(Lo-fi) generation using deep learning techniques.	23	Experimental	85	Jupyter Notebook
61	jordanz1x/HikariWave Generate and manage AI-driven local music with customizable lyrics, tones,...	22	Experimental	—	TypeScript
62	willibrandon/lofi.nvim AI music generation for Neovim. Generate lofi beats, ambient tracks, and...	22	Experimental	3	Rust
63	Meaddrab933/muse Manage AI coding workflows by defining roles, memory, and skills in plain...	22	Experimental	—	Shell
64	musicinformationretrieval/mirexplorer Explore music using AI tools!	22	Experimental	—	JavaScript
65	asigalov61/Music-Transformers-Library A dedicated convenient repo for different Music Transformers implementations...	22	Experimental	7	Jupyter Notebook
66	LandInsightLab/MUSE MUSE is an urban expansion-oriented open-access land change simulation...	22	Experimental	14	Python
67	asigalov61/DeBussy Solo Piano Music AI Implementation	21	Experimental	10	Python
68	UndergroundRekordz/Musicpulator A library for manipulating and analyzing musical scores in D.	21	Experimental	11	D
69	slauger/suno-cli Command-line tool to generate music with Suno AI. Input lyrics + style,...	21	Experimental	2	Python
70	Fabri-D/RM-Song-Generator A rule-based algorithmic music composition system using modular logic,...	21	Experimental	2	—
71	ravioshankar/grout-platform The Pungi ( पुंगी), also called the been is a wind instrument played by...	20	Experimental	1	TypeScript
72	thiliapr/tkaimidi 2024年就写了的音乐生成AI	19	Experimental	7	Python
73	tonimateos/mymume My Musical Me. Deep Learning to create avatars that sign with your musical identity	19	Experimental	—	HTML
74	kevinlindong/lofAI An AI generated lofi music player that plays infinitely long tracks based on...	19	Experimental	—	TypeScript
75	zukarusan/JChoreco Java automatic chord recognition with neural network and digital signal processing.	18	Experimental	11	Java
76	tripathiarpan20/midiformers Applying Transformers to MIDI music for various tasks	18	Experimental	57	Python
77	Tayjsl97/RL-Chord This is the official implementation of RL-Chord (TNNLS).	17	Experimental	13	Python
78	HawksLab/music-generation Music Generation using LSTM	17	Experimental	5	Python
79	mxkrn/regroove-m4l Regroove is a Max for Live device that generates expressive drum rhythms...	17	Experimental	35	Max
80	helloJosh/Composing-Using-Deep-Learning 딥러닝을 이용한 BGM 작곡 설계 및 구현	16	Experimental	3	CSS
81	EshaBoppana/Music-generation_-using-_AI An AI-based music generation project using LSTM, trained on Schubert piano...	16	Experimental	1	Jupyter Notebook
82	MrRay-101/lofi.nvim 🎶 Generate custom lofi beats and ambient music from text prompts using local...	16	Experimental	—	Rust
83	asigalov61/Heptabit-Music-Transformer [DEPRECIATED] Very fast, large music transformer with 8k sequence length,...	15	Experimental	16	Python
84	omarperacha/js-fakes Dataset of 500 4-part chorales generated by the KS_Chorus algorithm,...	15	Experimental	17	—
85	NightKing-V/Chord-Classification-Model-accordo.ai- Deep Learning Model and PYPI for Automatic Chord Recognition	15	Experimental	5	Jupyter Notebook
86	Hrithik0the0research/Music-generate DEEP-MUSIC GENERATOR app models creation and web-app creation ( for more...	15	Experimental	2	Python
87	MatthewJiao/ComposeAI AI-Generated Music	15	Experimental	2	JavaScript
88	marc502/VSC-G.github.io VSC is a web app which will be used to create songs rhis will generate music...	14	Experimental	1	JavaScript
89	Tayjsl97/MusER This is the official implementation of MusER (AAAI'24).	14	Experimental	30	Python
90	music-x-lab/music-x-lab A list of all repositories from Music X Lab	14	Experimental	34	—
91	om-gupta-30/Carnatic-music-generation-using-Gen-AI Generating Carnatic music compositions using generative AI models	14	Experimental	—	Python
92	asigalov61/MIDI-Tempo-Detective [SOTA] MIDI Tempo Detection AI implementation and model (94% accuracy on any MIDI]	14	Experimental	10	Python
93	APNovichkov/aux-ai-api A web platform that lets users create AI-generated music. This repository is...	14	Experimental	7	Jupyter Notebook
94	HEMANGANI/Music-Generation-Using-WGAN-GP-and-Self-Attention-Mechanism Developed a music generation deep learning model using WGAN-GP and...	14	Experimental	7	Jupyter Notebook
95	0417keito/JEN-1-COMPOSER-pytorch Unofficial implementation JEN-1 Composer: A Unified Framework for...	14	Experimental	32	Python
96	robust-guitar-tabs/code A repo with code generated in the paper: Leveraging Electric Guitar Tones...	14	Experimental	10	Python
97	asigalov61/Piano-Drummer Proof-of-concept drums generating AI for solo piano compositions	13	Experimental	8	Jupyter Notebook
98	robrohan/theremin-midi Midi->GPT->Midi ML code to train and generate midi music	13	Experimental	6	Python
99	Ultimi-Sumiti/GAN_Music_Generator This repository contains the code, setup instructions, and documentation...	13	Experimental	2	Jupyter Notebook
100	asigalov61/RecoMIDI Dead simple, precise and super-efficient MIDI music recommendation system...	13	Experimental	5	Python
101	carlosholivan/musicaiz-datasets Symbolic music tokenized datasets to train DL sequence models	12	Experimental	3	—
102	sappho192/midi-velocity-infer-v2 [ASJ2023] Seq2seq and attention based midi Velocity prediction model.	12	Experimental	4	Jupyter Notebook
103	danielathome19/Pianoid-EEG-NN A Bidirectional LSTM Network and EEG-Response Organoid for simulating neural...	12	Experimental	3	Python
104	asigalov61/Rock-Piano Proof-Of-Concept Piano-Drums Music AI Model/Implementation	12	Experimental	4	Python
105	Duoluoluos/Emotion-Guided-Piano-Accompaniment-Generation This is the codes repository for the paper "Emotion-Guided Music...	12	Experimental	13	Python
106	MannyPeterson/Mozart Mozart Digital Composer	11	Experimental	2	Java
107	ArdavanKhalij/Music-Generator-Creative-System This project is the project of Computational Creativity course at Vrije...	11	Experimental	2	Python
108	JohanesSetiawan/AI-MiniDJ An experimental, from-scratch AI DJ built with PyTorch that attempts to...	11	Experimental	—	—
109	dibahadie/Culturaly-Grounded-MIR A curated list of research papers, datasets, and tools dedicated to the...	11	Experimental	—	—
110	asigalov61/Endless-MIDI-Dataset Novel MIDI dataset for SOTA Music AI purposes	11	Experimental	2	—
111	asigalov61/Music-Triangle Super-efficient and capable MIDI music AI encoding/tokenization strategy proposal	10	Experimental	1	—
112	correaswebert/musigen Genetic algorithms and RLHF based music generation	10	Experimental	1	Python
113	ant-le/TechnoGen In this project, I will try to build a model that is able to generate...	10	Experimental	1	Python
114	o-wth/mugen A web-based tool that generates music.	10	Experimental	1	TypeScript