Tuner is a powerful tool that elevates your Spotify experience by curating personalized playlists with a seamless emotional flow. Using unsupervised machine learning, it clusters songs based on their emotional essence. Tuner then constructs a weighted distance matrix, calculating the emotional distances between tracks. This matrix is built using a supervised learning model that continuously adapts, adjusting weights to understand how audio features relate to emotion. This allows it to minimize emotional drag between consecutive tracks. Whether you're a music enthusiast, playlist curator, or someone who appreciates harmonious listening, Tuner unlocks the full potential of your Spotify playlists.
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This is the frontend code for the tuner, an app built to fix Spotify playlists, by analyzing playlists and creating new ones with a balanced emotional flow.
dassaswat/tuner
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This is the frontend code for the tuner, an app built to fix Spotify playlists, by analyzing playlists and creating new ones with a balanced emotional flow.