Music Genre Classification ML Frameworks

Projects for classifying music into genres using machine learning and audio feature extraction. Does NOT include music generation, conversion, or recommendation systems; also excludes general audio processing or instrument recognition.

There are 38 music genre classification frameworks tracked. The highest-rated is mlachmish/MusicGenreClassification at 43/100 with 598 stars.

Get all 38 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	mlachmish/MusicGenreClassification Classify music genre from a 10 second sound stream using a Neural Network.	43	Emerging	598	Python
2	HareeshBahuleyan/music-genre-classification Recognizing the genre of music files using machine learning and deep learning models	39	Emerging	102	Jupyter Notebook
3	WB2024/Essentia-to-Metadata Intelligent audio analysis and automatic genre/mood tagging using Essentia ML models	37	Emerging	35	Python
4	despoisj/DeepAudioClassification Finding the genre of a song with Deep Learning	36	Emerging	1,117	Python
5	serkansulun/midi-emotion Generates multi-instrument symbolic music (MIDI), based on user-provided...	34	Emerging	66	Python
6	cobanov/audio-genre-detection Categorize audio files by genre effortlessly. Use Dockerized environment and...	31	Emerging	19	Python
7	shukkkur/Classify-Song-Genres-from-Audio-Data Python ML Methods to classify songs into genres.	29	Experimental	9	Jupyter Notebook
8	SonamSangpoLama/Music-Genre-Classification Music genres is the taste, style and relax giving flow of a music. The genre...	28	Experimental	7	Jupyter Notebook
9	jramcast/music-genre-classification-audioset Music genre classification experiments with Audioset	28	Experimental	6	Jupyter Notebook
10	MelihGulum/Music-Genre-Classification This project aims to classify music genres. CNN architecture and GTZAN...	25	Experimental	16	Jupyter Notebook
11	mdrxy/album-wiz ID vinyl records with Computer Vision & fetch metadata for radio DJs	24	Experimental	2	Jupyter Notebook
12	team-obi/OBI Knight Hacks Spring '26 Project Launch	23	Experimental	1	TypeScript
13	xiaden/nomarr Music tagging in docker	22	Experimental	—	Python
14	ElMoorish/AI-DJ-Software An open-source, AI-native desktop DJ application for automated mixing, local...	22	Experimental	—	TypeScript
15	hanad28/speaker-independent-song-classification End-to-end audio machine learning pipeline for classifying hummed and...	22	Experimental	—	Jupyter Notebook
16	Skeletoon727/music-genre-classification Classify music genres from audio using machine learning and deep learning,...	22	Experimental	—	Jupyter Notebook
17	cadenaar86/fluxbeat 🎵 Classify music genres fluidly with FluxBeat's deep learning system,...	22	Experimental	—	Python
18	pnlong/artificial_dj Uses artificial intelligence to mix together songs from an inputted playlist.	20	Experimental	38	Python
19	Data-Science-Community-SRM/Music-Genre-Classification-System Classify audio into genres	20	Experimental	6	Jupyter Notebook
20	Soumya-Chakraborty/Riwaz Indian Classical Music Practicing application	20	Experimental	1	Kotlin
21	Cho-SungHyun/Music-Genre-Classification-with-feature-concatenation Information fusion via feature concatenation strategy for acoustic signal...	19	Experimental	—	—
22	Cho-SungHyun/Music-Genre-Classification-using-Late-Fusion SOTA Music Genre Classification using Late Fusion CNN. Evaluated on 12...	19	Experimental	—	—
23	4GeeksAcademy/beatfinder BeatFinder is the final project of the 4Geeks Academy Data Science & Machine...	18	Experimental	3	Jupyter Notebook
24	Adarsh-Kumar001/Music-Genre-Classification-Using-KNN This is a ML model to classify songs based on some pre defined genre on...	16	Experimental	3	Jupyter Notebook
25	yashi4001/Genre-Classifier A Convolution Neural Network used for finding genres of songs.	16	Experimental	4	PureBasic
26	Sabaudian/Music_Genre_Classification_project Audio Pattern Recognition project - Music Genres Classification	14	Experimental	3	Python
27	prielhoffman/music-release-year-century-prediction Python machine learning project for predicting music release year and...	14	Experimental	—	Jupyter Notebook
28	hamizs/genre-classification Machine learning project for classifying music genres using audio features,...	14	Experimental	—	Jupyter Notebook
29	ABSounds/MusicGenreClassification Feature-based music genre classification using SVM with Scikit-Learn.	13	Experimental	7	Jupyter Notebook
30	dennisvdang/Chroma-based-Music-Segmentation Project repository containing code, proof of concept, and visualizations for...	13	Experimental	11	Jupyter Notebook
31	Magus4450/MusicGenreClassification Music Genre Classification with all data pipeline steps	12	Experimental	14	Jupyter Notebook
32	SimonStnn/Audionome Vives 2025 – AI Machine Learning – An AI-powered music genre classification system	11	Experimental	2	Jupyter Notebook
33	eternity2745/Music-Player-App Chorduce, A Music Player App	11	Experimental	2	Python
34	rayan2162/music_genre_prediction Music genre prediction using Decision Tree Classifier.	11	Experimental	2	Jupyter Notebook
35	pavlosdais/Music-Genre-Recognition Music genre classification using deep learning (FNNs, CNNs)	11	Experimental	2	Jupyter Notebook
36	ashmit-coder/ToneCraft_final The above project perfectly suits the mentioned ethereum + polygon track....	10	Experimental	1	JavaScript
37	asigalov61/Ultimate-MIDI-Classifier Classify absolutely any MIDI by genre, song and artist	10	Experimental	1	Python
38	manasagar/ToneCraft_final The above project perfectly suits the mentioned ethereum + polygon track....	10	Experimental	1	JavaScript