Berkay — Machine Learning freelancer in Turkey

Curate Me a Playlist is an innovative Personal Music Recommendation System designed to enhance your music experience. Utilizing a powerful Contrastive Learning Audio Pretraining Model developed by LAION-AI, Mistral 7B 5bit quantized and optimized for CPU efficiency, the system empowers users to describe their ideal playlists based on their liked songs. With multilingual support and a streamlined interface powered by PyTorch and Streamlit, users can interact directly with their liked songs, allowing for dynamic playlist curation tailored to individual tastes. Notably, the system fetches songs directly from users' personal Spotify accounts (demo includes my songs), obtaining audio data from YouTube through a data extraction pipeline. It's important to note that the audio quality may vary, encompassing live or alternate recordings. What sets Curate Me a Playlist apart is its innovative use of audio descriptions for personalized recommendations, eliminating the reliance on traditional parameters like song names and danceability. The Contrastive Learning Audio Pretraining Model ensures a novel approach to understanding and curating music based on the unique preferences of each user.