Emotion-Based Music Recommendation ML Frameworks

Applications that detect user emotions (via facial recognition, speech, or listening habits) and generate personalized music playlists or recommendations based on emotional state. Does NOT include general music players, mood prediction from non-music data, or music classification systems without personalization.

There are 36 emotion-based music recommendation frameworks tracked. 2 score above 50 (established tier). The highest-rated is hoangsonww/Moodify-Emotion-Music-App at 53/100 with 61 stars.

Get all 36 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	hoangsonww/Moodify-Emotion-Music-App 🎹 Moodify - an emotion-based music recommendation system that uses AI/ML...	53	Established	61	JavaScript
2	rasbt/musicmood A machine learning approach to classify songs by mood.	50	Established	423	OpenEdge ABL
3	aj-naik/Emotion-Music-Recommendation Flask web app for recommending music based on your facial expressions using...	46	Emerging	99	Python
4	adblockradio/adblockradio An adblocker for live radio streams and podcasts. Machine learning meets Shazam.	41	Emerging	1,492	JavaScript
5	CharlesYuan02/emotion-music-player A music player that recommends songs based on your detected mood. Created...	39	Emerging	16	Jupyter Notebook
6	akash720/moodmusics A Web Application built using Django which is based on facial emotion...	37	Emerging	28	JavaScript
7	DevrajDC/mlh-peaceout-hacks We all experience stress in our day-to-day lives. This inspired us to create...	33	Emerging	3	JavaScript
8	RecSys-lab/Multimodal-music-recommender Extracting visual features from "Music Videos" for Video Recommender	32	Emerging	3	Python
9	Sandlie101G12B/Lost The best open source music player on Android.	32	Emerging	57	Kotlin
10	liuyishengalan/Music-Mood-Lifter-ML The Music Mood Lifter is a software system empowered by machine learning...	27	Experimental	13	Jupyter Notebook
11	chiragkochar89/facial-recognition-music-recommendation AI-based Facial Recognition System that detects emotions and recommends...	25	Experimental	1	HTML
12	jabhij/MusicTherapyTreatment_EmotionDetection Develop an ML model to help people overcome mental stress & anxiety,...	25	Experimental	6	Jupyter Notebook
13	DiegoPaniagua23/music-recommendation-multimodal Implementation of a Hybrid Two-Tower Architecture for Music Recommendation....	23	Experimental	6	Jupyter Notebook
14	Soneji/spotify-vibe-check Spotify Vibe Checker Web App to vibe check your Spotify Playlists!...	23	Experimental	26	JavaScript
15	Aditi-Ch06/Emotion-Detection-and-Music-Recommendation-System AI MoodMate, an application which can detect user emotion by text/image and...	22	Experimental	—	Jupyter Notebook
16	ankita010899/MoodBeat A mood-based music player is created which performs real time mood detection...	22	Experimental	2	Java
17	devparanjay/musmoo A Python application that detects user emotions via AI and recommends...	20	Experimental	5	Python
18	OguzhanTekeli06/SpotifyMoodAnalyzer A application integrated with a deep learning model to analyze and predict...	20	Experimental	5	C#
19	Austin2Shih/Music-Mood-Classifier Classifies audio files into one of 5 moods using Machine Learning and DSP techniques	19	Experimental	3	JavaScript
20	jameslaiwj/emotion-music-tagger Emotion-Based Music Tagging Tool for Indie Artists \| Python, Scikit-learn,...	19	Experimental	—	Jupyter Notebook
21	Anwarsha7/emotion-music-player An AI-powered music player that creates personalized playlists based on your...	18	Experimental	1	HTML
22	BeyondToday757/MoodMusics A Web Application built using Django which is based on facial emotion...	18	Experimental	1	JavaScript
23	oMAGMANo/multimodal-emotion-recognition-music-system Patent-backed multimodal AI system combining facial emotion, NLP sentiment,...	17	Experimental	1	HTML
24	gimnathperera/Emotion-based-music-player 🎶 MoodTunes is a web application that suggests personalized songs based on...	15	Experimental	38	Jupyter Notebook
25	giradabhanuprasad/emotion-music-app Real-time emotion-aware music recommendation system using EfficientNet-B3 and FastAPI	14	Experimental	—	Python
26	embario/juke THE Juke Music Project	14	Experimental	—	Python
27	vishnu190806/real-time-emotion-based-music-recommender Real-time AI system that detects facial emotions and recommends Spotify...	14	Experimental	—	Python
28	metr1ckzu/react-color-mood-ai Simple React AI app to determine colors' mood	13	Experimental	—	JavaScript
29	alejhomoreno/code2vibe An AI-powered web app that translates the "vibe" of your code into a...	13	Experimental	—	JavaScript
30	vainavinair/YOLOv8-FER-MusicRecommendation Moodify is a Flask-based web application that seamlessly integrates facial...	12	Experimental	5	HTML
31	zs-andy/SoulHealing 情绪识别&音乐疗愈Demo	11	Experimental	2	Swift
32	knowhatelse/mood-melody A web application for song recomendation based on your current emotion	11	Experimental	—	JavaScript
33	codedmachine111/musify A web-application to recommend and play music based on facial expressions...	11	Experimental	—	JavaScript
34	DSSanjaya5/Moodify Moodify: An emotion based YouTube music recommendation system. The system...	11	Experimental	3	Jupyter Notebook
35	Ansari-Irfan-360/AI-Player This is the main page of the project	11	Experimental	3	JavaScript
36	kunzbhatia/Audizi-Emoplayer-Website The Audizi Emotion Music Player Website is an innovative web application...	10	Experimental	2	CSS

Comparisons in this category

Moodify-Emotion-Music-App and Emotion-Music-Recommendation (53 vs 46) Emotion-Music-Recommendation and facial-recognition-music-recommendation (46 vs 25) Moodify-Emotion-Music-App and moodmusics (53 vs 37) Moodify-Emotion-Music-App and emotion-music-player (53 vs 39) Moodify-Emotion-Music-App and Emotion-Detection-and-Music-Recommendation-System (53 vs 22)