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 18 music similarity embeddings tools tracked. The highest-rated is reppertj/earworm at 38/100 with 34 stars.

Get all 18 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	reppertj/earworm Search for music by sonic similarity	38	Emerging	34	Python
2	rohitrango/objects-that-sound Unofficial Implementation of Google Deepmind's paper `Objects that Sound`	35	Emerging	83	Python
3	prabal-rje/latentscore Python library for generating ambient music from text descriptions. No GPU...	34	Emerging	30	Python
4	erdogant/KNRscore KNRScore is a Python package for computing K-Nearest-Rank Similarity, a...	33	Emerging	9	Python
5	drscotthawley/audio-algebra alchemy with embeddings	29	Experimental	34	Jupyter Notebook
6	FabianGroeger96/deep-embedded-music Creation of an embedding space using unsupervised triplet loss and Tile2Vec...	24	Experimental	18	Jupyter Notebook
7	Ogajah1/acoustic-symbolic-alignment Benchmarking Linguistic Distance Metrics via Self-Supervised Audio Embeddings.	20	Experimental	1	Python
8	kavindu26589/deceptive_review_detection LLM-powered deceptive review detection system using semantic embeddings and...	19	Experimental	—	Python
9	minguezalba/MusiCNN-embeddings The project consists in evaluating music similarity and building a genre...	18	Experimental	11	Jupyter Notebook
10	mjdall/pinterest_scraper Scraping Pinterest for thousands of labelled images sounds like fun?	16	Experimental	4	Jupyter Notebook
11	bartoska-git/personal-ai-dj Natural language playlist generator for YouTube Music. Multi-source song...	15	Experimental	1	Python
12	monk10/song-classifier 🎵 Classify songs into 10 genres using a machine learning audio classifier...	14	Experimental	—	—
13	clementsicard/spotify-recommender Spotify recommender based on natural language input and song metadata	12	Experimental	1	Python
14	danieltenreiroarcos/Comparison-of-embedding-based-models-for-electric-guitar-tone-discrimination Comparison of embedding-based models for electric guitar tone discrimination	12	Experimental	1	Jupyter Notebook
15	SuperSonicHub1/spotify-audio-embeddings Visualizations of music semantics calculus using Spotify and deep embeddings.	12	Experimental	17	Python
16	markgewhite/research_concept_tracker Tracks the evolution of research concepts by analyzing arXiv papers using...	11	Experimental	—	Python
17	guillaumelalire/Rhythm-Rhyme-Recommender A song recommendation system using the k-nearest neighbours algorithm and...	11	Experimental	2	Python
18	ahamlabs/sur Sur is a gated multimodal recommender system that fuses audio, lyrics, and...	11	Experimental	—	—