Music Similarity Embeddings Embedding Tools

Tools for generating embeddings of music content (audio, metadata, or lyrics) and using them for similarity search, recommendation, and classification tasks. Does NOT include general music generation, audio processing, or non-embedding-based music analysis.

There are 21 music similarity embeddings tools tracked. The highest-rated is erdogant/KNRscore at 40/100 with 9 stars.

Get all 21 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	erdogant/KNRscore KNRScore is a Python package for computing K-Nearest-Rank Similarity, a...	40	Emerging	9	Python
2	reppertj/earworm Search for music by sonic similarity	38	Emerging	34	Python
3	rohitrango/objects-that-sound Unofficial Implementation of Google Deepmind's paper `Objects that Sound`	35	Emerging	83	Python
4	prabal-rje/latentscore Python library for generating ambient music from text descriptions. No GPU...	34	Emerging	30	Python
5	FabianGroeger96/deep-embedded-music Creation of an embedding space using unsupervised triplet loss and Tile2Vec...	31	Emerging	18	Jupyter Notebook
6	drscotthawley/audio-algebra alchemy with embeddings	29	Experimental	34	Jupyter Notebook
7	minguezalba/MusiCNN-embeddings The project consists in evaluating music similarity and building a genre...	25	Experimental	11	Jupyter Notebook
8	mjdall/pinterest_scraper Scraping Pinterest for thousands of labelled images sounds like fun?	23	Experimental	4	Jupyter Notebook
9	Ogajah1/acoustic-symbolic-alignment Benchmarking Linguistic Distance Metrics via Self-Supervised Audio Embeddings.	22	Experimental	1	Python
10	kavindu26589/deceptive_review_detection LLM-powered deceptive review detection system using semantic embeddings and...	21	Experimental	—	Python
11	SuperSonicHub1/spotify-audio-embeddings Visualizations of music semantics calculus using Spotify and deep embeddings.	19	Experimental	17	Python
12	guillaumelalire/Rhythm-Rhyme-Recommender A song recommendation system using the k-nearest neighbours algorithm and...	18	Experimental	2	Python
13	clementsicard/spotify-recommender Spotify recommender based on natural language input and song metadata	18	Experimental	1	Python
14	samuelmatia/llm-sentiment-drug-recsys 📂 This repository accompanies our research on enhancing sentiment-aware...	15	Experimental	2	Jupyter Notebook
15	bartoska-git/personal-ai-dj Natural language playlist generator for YouTube Music. Multi-source song...	14	Experimental	1	Python
16	danieltenreiroarcos/Comparison-of-embedding-based-models-for-electric-guitar-tone-discrimination Comparison of embedding-based models for electric guitar tone discrimination	14	Experimental	1	Jupyter Notebook
17	monk10/song-classifier 🎵 Classify songs into 10 genres using a machine learning audio classifier...	13	Experimental	—	—
18	ahamlabs/sur Sur is a gated multimodal recommender system that fuses audio, lyrics, and...	13	Experimental	—	—
19	federicotdn/patricio-rey-y-sus-vectorcitos-de-ricota Búsqueda por similitud semántica para canciones de los Redondos	11	Experimental	—	Python
20	liamhbyrne/Spotify-Million-Playlist-Challenge ACM RecSys Challenge 2018 - Track2Vec and Artist2Vec for Spotify playlist...	11	Experimental	4	Jupyter Notebook
21	nithishravuvari/Music-Recommendation-System A Music Recommendation System built with ML, Spotify data, Sentence...	11	Experimental	1	Jupyter Notebook