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 49 music genre classification frameworks tracked. 1 score above 50 (established tier). The highest-rated is mlachmish/MusicGenreClassification at 50/100 with 598 stars.

Get all 49 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.	50	Established	598	Python
2	HareeshBahuleyan/music-genre-classification Recognizing the genre of music files using machine learning and deep learning models	46	Emerging	102	Jupyter Notebook
3	despoisj/DeepAudioClassification Finding the genre of a song with Deep Learning	43	Emerging	1,117	Python
4	serkansulun/midi-emotion Generates multi-instrument symbolic music (MIDI), based on user-provided...	41	Emerging	66	Python
5	cobanov/audio-genre-detection Categorize audio files by genre effortlessly. Use Dockerized environment and...	38	Emerging	19	Python
6	WB2024/Essentia-to-Metadata Intelligent audio analysis and automatic genre/mood tagging using Essentia ML models	36	Emerging	35	Python
7	shukkkur/Classify-Song-Genres-from-Audio-Data Python ML Methods to classify songs into genres.	36	Emerging	9	Jupyter Notebook
8	SonamSangpoLama/Music-Genre-Classification Music genres is the taste, style and relax giving flow of a music. The genre...	35	Emerging	7	Jupyter Notebook
9	jramcast/music-genre-classification-audioset Music genre classification experiments with Audioset	35	Emerging	6	Jupyter Notebook
10	MelihGulum/Music-Genre-Classification This project aims to classify music genres. CNN architecture and GTZAN...	32	Emerging	16	Jupyter Notebook
11	pnlong/artificial_dj Uses artificial intelligence to mix together songs from an inputted playlist.	27	Experimental	38	Python
12	Data-Science-Community-SRM/Music-Genre-Classification-System Classify audio into genres	27	Experimental	6	Jupyter Notebook
13	mdrxy/album-wiz ID vinyl records with Computer Vision & fetch metadata for radio DJs	26	Experimental	2	Jupyter Notebook
14	Skeletoon727/music-genre-classification Classify music genres from audio using machine learning and deep learning,...	25	Experimental	—	Jupyter Notebook
15	4GeeksAcademy/beatfinder BeatFinder is the final project of the 4Geeks Academy Data Science & Machine...	24	Experimental	3	Jupyter Notebook
16	yashi4001/Genre-Classifier A Convolution Neural Network used for finding genres of songs.	23	Experimental	4	PureBasic
17	Adarsh-Kumar001/Music-Genre-Classification-Using-KNN This is a ML model to classify songs based on some pre defined genre on...	23	Experimental	3	Jupyter Notebook
18	xiaden/nomarr Music tagging in docker	22	Experimental	—	Python
19	hanad28/speaker-independent-song-classification End-to-end audio machine learning pipeline for classifying hummed and...	22	Experimental	—	Jupyter Notebook
20	Soumya-Chakraborty/Riwaz Indian Classical Music Practicing application	22	Experimental	1	Kotlin
21	team-obi/OBI Knight Hacks Spring '26 Project Launch	22	Experimental	1	TypeScript
22	cadenaar86/fluxbeat 🎵 Classify music genres fluidly with FluxBeat's deep learning system,...	21	Experimental	—	Python
23	ElMoorish/AI-DJ-Software An open-source, AI-native desktop DJ application for automated mixing, local...	21	Experimental	—	TypeScript
24	Cho-SungHyun/Music-Genre-Classification-with-feature-concatenation Information fusion via feature concatenation strategy for acoustic signal...	21	Experimental	—	—
25	Cho-SungHyun/Music-Genre-Classification-using-Late-Fusion SOTA Music Genre Classification using Late Fusion CNN. Evaluated on 12...	21	Experimental	—	—
26	Sabaudian/Music_Genre_Classification_project Audio Pattern Recognition project - Music Genres Classification	21	Experimental	3	Python
27	dennisvdang/Chroma-based-Music-Segmentation Project repository containing code, proof of concept, and visualizations for...	20	Experimental	11	Jupyter Notebook
28	ABSounds/MusicGenreClassification Feature-based music genre classification using SVM with Scikit-Learn.	20	Experimental	7	Jupyter Notebook
29	Magus4450/MusicGenreClassification Music Genre Classification with all data pipeline steps	19	Experimental	14	Jupyter Notebook
30	eternity2745/Music-Player-App Chorduce, A Music Player App	18	Experimental	2	Python
31	SimonStnn/Audionome Vives 2025 – AI Machine Learning – An AI-powered music genre classification system	18	Experimental	2	Jupyter Notebook
32	rayan2162/music_genre_prediction Music genre prediction using Decision Tree Classifier.	18	Experimental	2	Jupyter Notebook
33	pavlosdais/Music-Genre-Recognition Music genre classification using deep learning (FNNs, CNNs)	18	Experimental	2	Jupyter Notebook
34	asigalov61/Ultimate-MIDI-Classifier Classify absolutely any MIDI by genre, song and artist	17	Experimental	1	Python
35	KasiR07/Genre-Classification-System The project aims to develop a Genre identification system that can...	14	Experimental	6	Jupyter Notebook
36	prielhoffman/music-release-year-century-prediction Python machine learning project for predicting music release year and...	14	Experimental	—	Jupyter Notebook
37	hamizs/genre-classification Machine learning project for classifying music genres using audio features,...	14	Experimental	—	Jupyter Notebook
38	AntonisZks/Music-Genre-Classification-with-CNN A 'Data-Science & Machine Learning' project where we are training a neural...	14	Experimental	—	Jupyter Notebook
39	albertopirillo/naml-project-2023 Comparison of Machine Learning and Deep Learning supervised classification...	11	Experimental	—	Jupyter Notebook
40	Amir-Abed/Gtzan_Music_Genre_Classification This repo explains and tests various machine learning models on the...	11	Experimental	—	Jupyter Notebook
41	anuragsati/music-genre-classifier An app that lets you analyse music and predict its genre.	11	Experimental	—	CSS
42	FilipaRamos/Automatic-Music-Genre-Classification Several tested classifiers to label a database of songs in 10 different...	11	Experimental	3	Jupyter Notebook
43	Hetan07/Multi-Label-Music-Genre-Classifier A Multi-Label Music Genre Classifier	11	Experimental	4	Jupyter Notebook
44	zainulabidin302/gtzan-classification-experiments ML-17 - University project - MLP, Convutional 2d Network	11	Experimental	3	Jupyter Notebook
45	satyam9090/Classify-Song-Genres-from-Audio-Data Rock or rap? Machine Learning methods in Python to classify songs into genres.	10	Experimental	2	Jupyter Notebook
46	HanesSue/music_genre_classification This is a personal learning repository aimed at implementing music genre...	10	Experimental	1	Jupyter Notebook
47	elysehadid/is-it-trap Deep learning project that discerns whether a given song is trap music (or not).	10	Experimental	2	JavaScript
48	ReBeatal/ReBeatal ReBeatal answers your questions with music!	10	Experimental	2	JavaScript
49	amar-nath-bhat/melody-craft An Android application to generate music.	10	Experimental	2	Java

Comparisons in this category

MusicGenreClassification and DeepAudioClassification (50 vs 43) MusicGenreClassification and music-genre-classification (50 vs 46) Music-Genre-Classification and Music-Genre-Classification-System (32 vs 27) Music-Genre-Classification and music-genre-classification (32 vs 25)