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claudetools/projects/radio-show/audio-processor/test-data/transcripts/2016-s8e43/diarization.json
Mike Swanson a4f527f31e radio: per-year test set (one episode per year, 2010-2018) 
Added 2010, 2015, 2018 test episodes to round out the test set to one
per available year:
- 2010-05-08-hr1 (May 2010, earliest available; pre-Tara era)
- 2015-s7e19 (Jan 2015, avoids training's s7e30)
- 2018-s10e18 (only 3 non-training 2018 episodes exist)

Archive has no 2019 directory — Rob's "2018/2019 appearances" are
constrained to the 5 available 2018 episodes only.

Per-year diarization summary (Tara presence, post-rename):
  2010-05-08    30s   1.2%   likely false positive (pre-Tara)
  2011-03-12   140s   5.6%   likely false positive (call-in only)
  2012-03-10    30s   1.1%   likely false positive (call-in only)
  2012-06-09   340s  12.8%   suspicious — Mike to confirm
  2014-s6e19   680s  23.3%   confirmed
  2015-s7e19   280s   9.9%   plausible — Mike to confirm
  2016-s8e43  1890s  35.5%   confirmed
  2017-s9e30   610s  11.4%   plausible
  2018-s10e18  880s  17.1%   COULD BE ROB — Mike flagged Rob for
                              2018/2019 appearances; cosine threshold may
                              be hitting on Rob being acoustically similar
                              to Tara

Total Tara across 9 episodes: 1h 21m / 8h 52m audio (15.3%).

Q&A counts (still suspect — every voice that isn't Mike-or-Tara is
labeled CALLER, so Randall/Rob/producers inflate the bucket):
  2010=4, 2011=1, 2012a=2, 2012b=0, 2014=0, 2015=1, 2016=2, 2017=4, 2018=3
  Total: 17 pairs across 9 episodes

4090 perf on the expanded set:
- Diarization: 31928s in 121.5s = 262.7x realtime (vs 209.7x on 5070 Ti, +25.3%)
- Transcription (3 new episodes only): 10554s in 112.4s = 93.9x

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-27 15:20:09 -07:00

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