Sloppify

ideas/media-entertainment/music-discovery-pipeline.md

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+# Music Discovery Pipeline
+
+Use listening history and taste signals to discover new artists and tracks that match your profile without repeating obvious recommendations.
+
+## Problem
+Streaming recommendations often circle familiar content, limiting genuine discovery.
+
+## Core capabilities
+- Ingest listening history from Last.fm or Spotify.
+- Build a taste profile from genres, eras, and track features.
+- Recommend similar but unexplored artists with confidence score.
+- Generate themed playlists for focus, workouts, or relaxed sessions.
+
+## MVP scope
+- Import history from one service.
+- Weekly discovery list with skip/save feedback loop.
+- Playlist export to chosen music platform.
+
+## Success criteria
+- Increased number of newly liked artists per month.
+- Better diversity in listening patterns.
+
+## Stretch ideas
+- Event-aware recommendations based on nearby concerts.
+- Cross-language discovery with translation-aware metadata.