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 113 ai music generation frameworks tracked. 7 score above 50 (established tier). The highest-rated is Natooz/MidiTok at 68/100 with 855 stars. 1 of the top 10 are actively maintained.

Get all 113 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	Natooz/MidiTok MIDI / symbolic music tokenizers for Deep Learning models 🎶	68	Established	855	Python
2	salu133445/muspy A toolkit for symbolic music generation	62	Established	508	Python
3	jacbz/Lofi ML-supported lo-fi music generator	56	Established	455	TypeScript
4	jisungk/deepjazz Deep learning driven jazz generation using Keras & Theano!	51	Established	2,896	Python
5	mdeff/fma FMA: A Dataset For Music Analysis	50	Established	2,569	Jupyter Notebook
6	cjbayron/autochord Automatic Chord Recognition tools - ISMIR2021 Late-Breaking Demo presentation	50	Established	158	Jupyter Notebook
7	icoxfog417/magenta_session :musical_keyboard: Music Session with Google Magenta	50	Established	82	JavaScript
8	carlosholivan/musicaiz A python framework for symbolic music generation, evaluation and analysis	49	Emerging	187	Python
9	asigalov61/Tegridy-MIDI-Dataset Tegridy MIDI Dataset for precise and effective Music AI models creation.	48	Emerging	259	Jupyter Notebook
10	googlecreativelab/beat-blender Blend beats using machine learning to create music in a fun new way.	48	Emerging	197	JavaScript
11	googlecreativelab/melody-mixer A fun way to explore music using machine learning.	47	Emerging	156	JavaScript
12	Gogul09/deep-drum An interactive drum machine & arpeggio generator created using Google's Magenta JS	47	Emerging	139	JavaScript
13	s-omranpour/DeepMusic A python package for high level musical data manipulation and preprocessing,...	46	Emerging	42	Python
14	microsoft/muzic Muzic: Music Understanding and Generation with Artificial Intelligence	46	Emerging	4,901	Python
15	salu133445/mmt Official Implementation of "Multitrack Music Transformer" (ICASSP 2023)	45	Emerging	154	Python
16	samim23/polymath Convert any music library into a music production sample-library with ML	44	Emerging	1,571	Python
17	jryban/frechet-music-distance A library for computing Frechet Music Distance.	44	Emerging	28	Python
18	sakemin/cog-musicgen-chord Chord conditioning implemented MusicGen	43	Emerging	66	Python
19	atosystem/ThemeTransformer The official implementation of Theme Transformer. A Theme-based music...	42	Emerging	126	Python
20	RetroCirce/Music-SketchNet ISMIR 2020 Paper repo: Music SketchNet: Controllable Music Generation via...	42	Emerging	82	Jupyter Notebook
21	a43992899/MARBLE State-of-the-art pretrained music models for training, evaluation, inference	41	Emerging	166	Python
22	carlosholivan/DeepLearningMusicGeneration State of the Art of Music Generation with Deep Learning and AI	41	Emerging	289	—
23	salu133445/ismir2019tutorial Website for tutorial "Generating Music with GANs: An Overview and Case Studies"	41	Emerging	83	Jupyter Notebook
24	asigalov61/monsterpianotransformer Ultra-fast and very well fitted solo Piano music transformer	40	Emerging	7	Python
25	umbrellabeach/music-generation-with-DL Resources on Music Generation with Deep Learning	40	Emerging	723	—
26	belovm96/chord-detection App for Chord Sequence Detection	39	Emerging	124	Jupyter Notebook
27	asigalov61/Yoda [DEPRECEATED] Morpheus Music AI implementation spin-off :)	37	Emerging	17	Python
28	kennethnym/infinifi infinifi plays gentle lofi music in the background indefinitely	36	Emerging	347	Python
29	caseybarajas/Melodia 🎹 Melodia is a Python-based tool for generating musical compositions using...	36	Emerging	14	Python
30	asigalov61/GIGA-Piano [DEPRECEATED] Piano Transformer model trained on 2.6GB of MIDI piano music	35	Emerging	13	Python
31	lrenault/ddsp-piano MIDI Piano synthesizer using DDSP.	35	Emerging	93	Python
32	kinglegendzzh/chordPrediction 音乐创作工具(基于马尔科夫链的和弦预测算法)	35	Emerging	66	Python
33	omarperacha/TonicNet Sequential model for polyphonic music	33	Emerging	47	Python
34	pmlg/generative_music_playground Links for music + machine learning	32	Emerging	188	—
35	tosiron/jazznet jazznet dataset of piano patterns for music audio machine learning research	32	Emerging	85	Python
36	asigalov61/Token-Music-Transformer [Experimental] Full-attention multi-instrumental music transformer with...	32	Emerging	4	Python
37	asigalov61/Pentagram-Music-Transformer Fast multi-instrumental music transformer with 4k sequence length, pentagram...	32	Emerging	3	Python
38	matakshay/AI_Music_Generator Deep Learning & Natural Language Processing model to generate Piano music...	32	Emerging	35	Jupyter Notebook
39	hidude562/OpenMusenet2 Open source implementation of OpenAi's musenet	31	Emerging	67	Jupyter Notebook
40	loubbrad/aria-midi Official repository for Aria-MIDI: a MIDI dataset of 1,186,253 transcribed...	31	Emerging	78	—
41	Dinhopjsa/guitar-audio-transcriber-ai 🎸 Transform guitar audio into note predictions and tablature using deep...	31	Emerging	1	Python
42	asigalov61/Music-Reformer Decent and capable Music AI implementation based on the SOTA Google Reformer...	31	Emerging	3	Jupyter Notebook
43	ArdavanKhalij/IranianMusicKnowledgeBase.jl Iranian Music Knowledge Base for Statistical Modelling of Iranian Music	31	Emerging	4	Julia
44	asigalov61/Continuano Accompaniment and Continuation Music AI Models and Implementation	31	Emerging	4	Jupyter Notebook
45	guyyariv/AI-Beat-Maker Generate beats out of given samples	30	Emerging	16	Python
46	HuwCheston/deep-pianist-identification Code from: Deconstructing Jazz Piano Style Using Machine Learning	30	Emerging	6	Python
47	arman-aminian/lofi-generator Music(Lo-fi) generation using deep learning techniques.	30	Emerging	85	Jupyter Notebook
48	Quint-e/equivariant-self-supervision-tempo Official implementation of "Equivariant Self-Supervision for Musical Tempo...	30	Emerging	26	Python
49	ChenDelong1999/VirtualConductor 🎶 Music-Driven Conducting Motion Generation (IEEE ICME'21 Best Demo)	30	Emerging	97	Python
50	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)）	30	Emerging	11	Python
51	MohamedHamdy28/Music-accompaniment-generator This program generate a sequence of chords that can be played with the melody	30	Emerging	2	Python
52	kayoyin/Prodigy CSE201 Objected-Oriented Programming in C++: Teach an AI to produce pieces of music	30	Emerging	12	C++
53	LandInsightLab/MUSE MUSE is an urban expansion-oriented open-access land change simulation...	29	Experimental	14	Python
54	asigalov61/Music-Transformers-Library A dedicated convenient repo for different Music Transformers implementations...	29	Experimental	7	Jupyter Notebook
55	asigalov61/DeBussy Solo Piano Music AI Implementation	28	Experimental	10	Python
56	UndergroundRekordz/Musicpulator A library for manipulating and analyzing musical scores in D.	28	Experimental	11	D
57	Fabri-D/RM-Song-Generator A rule-based algorithmic music composition system using modular logic,...	27	Experimental	2	—
58	willibrandon/lofi.nvim AI music generation for Neovim. Generate lofi beats, ambient tracks, and...	26	Experimental	3	Rust
59	david-a-campbell/W1_Hit W1_Hit is a temporal convolutional network (TCN) for generating expressive...	26	Experimental	2	Python
60	zukarusan/JChoreco Java automatic chord recognition with neural network and digital signal processing.	25	Experimental	11	Java
61	tripathiarpan20/midiformers Applying Transformers to MIDI music for various tasks	25	Experimental	57	Python
62	Tayjsl97/RL-Chord This is the official implementation of RL-Chord (TNNLS).	24	Experimental	13	Python
63	HawksLab/music-generation Music Generation using LSTM	24	Experimental	5	Python
64	mxkrn/regroove-m4l Regroove is a Max for Live device that generates expressive drum rhythms...	24	Experimental	35	Max
65	helloJosh/Composing-Using-Deep-Learning 딥러닝을 이용한 BGM 작곡 설계 및 구현	23	Experimental	3	CSS
66	omarperacha/js-fakes Dataset of 500 4-part chorales generated by the KS_Chorus algorithm,...	22	Experimental	17	—
67	Hrithik0the0research/Music-generate DEEP-MUSIC GENERATOR app models creation and web-app creation ( for more...	22	Experimental	2	Python
68	asigalov61/Heptabit-Music-Transformer [DEPRECIATED] Very fast, large music transformer with 8k sequence length,...	22	Experimental	16	Python
69	musicinformationretrieval/mirexplorer Explore music using AI tools!	22	Experimental	—	JavaScript
70	Meaddrab933/muse Manage AI coding workflows by defining roles, memory, and skills in plain...	22	Experimental	—	Shell
71	EshaBoppana/Music-generation_-using-_AI An AI-based music generation project using LSTM, trained on Schubert piano...	22	Experimental	1	Jupyter Notebook
72	music-x-lab/music-x-lab A list of all repositories from Music X Lab	21	Experimental	34	—
73	jordanz1x/HikariWave Generate and manage AI-driven local music with customizable lyrics, tones,...	21	Experimental	—	TypeScript
74	robust-guitar-tabs/code A repo with code generated in the paper: Leveraging Electric Guitar Tones...	21	Experimental	10	Python
75	NightKing-V/Chord-Classification-Model-accordo.ai- Deep Learning Model and PYPI for Automatic Chord Recognition	21	Experimental	5	Jupyter Notebook
76	kevinlindong/lofAI An AI generated lofi music player that plays infinitely long tracks based on...	21	Experimental	—	TypeScript
77	0417keito/JEN-1-COMPOSER-pytorch Unofficial implementation JEN-1 Composer: A Unified Framework for...	21	Experimental	32	Python
78	asigalov61/MIDI-Tempo-Detective [SOTA] MIDI Tempo Detection AI implementation and model (94% accuracy on any MIDI]	21	Experimental	10	Python
79	Tayjsl97/MusER This is the official implementation of MusER (AAAI'24).	21	Experimental	30	Python
80	asigalov61/RecoMIDI Dead simple, precise and super-efficient MIDI music recommendation system...	20	Experimental	5	Python
81	robrohan/theremin-midi Midi->GPT->Midi ML code to train and generate midi music	20	Experimental	6	Python
82	sappho192/midi-velocity-infer-v2 [ASJ2023] Seq2seq and attention based midi Velocity prediction model.	19	Experimental	4	Jupyter Notebook
83	Ultimi-Sumiti/GAN_Music_Generator This repository contains the code, setup instructions, and documentation...	19	Experimental	2	Jupyter Notebook
84	Duoluoluos/Emotion-Guided-Piano-Accompaniment-Generation This is the codes repository for the paper "Emotion-Guided Music...	19	Experimental	13	Python
85	danielathome19/Pianoid-EEG-NN A Bidirectional LSTM Network and EEG-Response Organoid for simulating neural...	19	Experimental	3	Python
86	tonimateos/mymume My Musical Me. Deep Learning to create avatars that sign with your musical identity	19	Experimental	—	HTML
87	carlosholivan/musicaiz-datasets Symbolic music tokenized datasets to train DL sequence models	19	Experimental	3	—
88	ArdavanKhalij/Music-Generator-Creative-System This project is the project of Computational Creativity course at Vrije...	18	Experimental	2	Python
89	MannyPeterson/Mozart Mozart Digital Composer	18	Experimental	2	Java
90	asigalov61/Endless-MIDI-Dataset Novel MIDI dataset for SOTA Music AI purposes	18	Experimental	2	—
91	asigalov61/Music-Triangle Super-efficient and capable MIDI music AI encoding/tokenization strategy proposal	17	Experimental	1	—
92	o-wth/mugen A web-based tool that generates music.	17	Experimental	1	TypeScript
93	correaswebert/musigen Genetic algorithms and RLHF based music generation	17	Experimental	1	Python
94	MrRay-101/lofi.nvim 🎶 Generate custom lofi beats and ambient music from text prompts using local...	15	Experimental	—	Rust
95	dibahadie/Culturaly-Grounded-MIR A curated list of research papers, datasets, and tools dedicated to the...	13	Experimental	—	—
96	om-gupta-30/Carnatic-music-generation-using-Gen-AI Generating Carnatic music compositions using generative AI models	13	Experimental	—	Python
97	JohanesSetiawan/AI-MiniDJ An experimental, from-scratch AI DJ built with PyTorch that attempts to...	13	Experimental	—	—
98	erl-j/soundfont-generator Generate soundfonts with latent flow matching	12	Experimental	8	Python
99	cosminlinca/automatic-chords-recognition My bachelor's thesis - mobile application, intended for acoustic music...	12	Experimental	7	Python
100	poripouria/RagbaarNet Real-time Music Generation from Driver Perception and In-Vehicle Context in...	11	Experimental	2	Jupyter Notebook
101	gned0/deepharmony Music understanding through deep neural networks	11	Experimental	—	Jupyter Notebook
102	aisutd/munotr Music Note Transcriber (shortly MuNoTr) is a hardware-x-software project...	11	Experimental	—	—
103	localaization/pentagrom We want to open source a machine learning model using a [(7 rows x constant)...	11	Experimental	—	Python
104	aollag09/AIMusicImproviser Artificial Intelligence serving the Music Improvisation !	11	Experimental	—	Java
105	soreelij/cs436-final-project Generating conceptual albums using AI	11	Experimental	—	Jupyter Notebook
106	Awni00/music_generation a project building music generation models	11	Experimental	—	Jupyter Notebook
107	jahstreet/music-ai AI tools for musicians	11	Experimental	—	—
108	dantasfiles/CatiMidi Classifying MIDI files using machine learning for Cornell CS 4780: Machine...	10	Experimental	2	Java
109	ahk-d/stem-remixer Music -> cover generator using music style (timbre + others) transfer	10	Experimental	1	TypeScript
110	logankronforst/RNN-Music-Gen This repo contains an original ACM format research paper, in-progress for...	10	Experimental	1	Jupyter Notebook
111	FrankyKyaw/DeepMelodyLSTM An LSTM based music generation model trained on midi data. The model takes...	10	Experimental	2	Jupyter Notebook
112	YasinShafiei/MusicGenerator Generate music using AI model	10	Experimental	2	Jupyter Notebook
113	COS301-SE-2021/Midi-Interpretation This system allows for the interpretation, display, and analysis of musical...	10	Experimental	2	Java