Skip to content

DeepEchoAI is an AI-powered recommendation system that delivers personalized suggestions for music, podcasts, and audiobooks based on user preferences, listening habits, and content features.

Notifications You must be signed in to change notification settings

sarowarahmed/DeepEchoAI-

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

DeepEchoAI 🎧 – Personalized Music, Podcast & Audiobook Recommender System

🔹 Features ✅ Multi-Category Recommendations – Get tailored suggestions across music, podcasts, and audiobooks. ✅ Hybrid AI Model – Uses collaborative filtering, content-based filtering, and deep learning to enhance recommendations. ✅ Personalized Playlists – Auto-generate playlists based on mood, genre, and past listening behavior. ✅ Smart Podcast & Audiobook Chapters – Recommend specific chapters or timestamps of interest. ✅ Real-Time Adaptive Suggestions – Updates recommendations dynamically based on recent interactions. ✅ Cross-Domain Insights – Connects user interests across music, podcasts, and audiobooks. ✅ Explainable AI – Shows why a particular recommendation was made.

Demo App

Streamlit App

GitHub Codespaces

Open in GitHub Codespaces

🚀 Tech Stack

🔹 Machine Learning: Collaborative Filtering, Content-Based, Deep Learning (Transformers, Embeddings) 🔹 Backend: Python (FastAPI/Flask) 🔹 UI: Streamlit 🔹 Database: PostgreSQL, Redis (for caching), Neo4j (for graph-based recommendations) 🔹 Deployment: Docker, AWS/GCP

📌 Future Enhancements

🚀 Social features – Follow users, share playlists 🚀 Voice search & assistant integration 🚀 Multi-language support

About

DeepEchoAI is an AI-powered recommendation system that delivers personalized suggestions for music, podcasts, and audiobooks based on user preferences, listening habits, and content features.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages