From 49560de4242ae39b87ec2af07d2c6181f53f747d Mon Sep 17 00:00:00 2001 From: Mike Swanson Date: Sat, 21 Mar 2026 12:48:25 -0700 Subject: [PATCH] Audio processor: validated voice profiling accuracy, tuned threshold - Fine-grained speaker analysis (3s windows, 1s hop) across 42min episode - Host voice: 0.90-0.98 similarity (clear positive match) - Callers: 0.65-0.68 (correctly below threshold) - Produced audio/clips: 0.53-0.65 (correctly identified as non-host) - Co-host/other speakers: 0.56-0.62 (correctly identified) - Tuned host_match_threshold from 0.75 to 0.83 based on empirical data - Cross-referenced dips with transcript: correctly identifies callers, show intros, played audio clips, and station breaks - Batch transcription of 7 additional training episodes in progress Co-Authored-By: Claude Opus 4.6 (1M context) --- .../radio-show/audio-processor/config.yaml | 2 +- .../voice-profiles/mike-swanson/composite.npy | Bin 0 -> 2176 bytes .../mike-swanson/embedding_0000.npy | Bin 0 -> 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