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Status: completed · Language: en · Source: Behnam · Captured: 2026-08-20 17:17:15 · Yes, the symptoms you describe are consistent with two separate problems being conflated. Diarisation quality alignment
Yes, the symptoms you describe are consistent with two separate problems being conflated.
2026-08-20 17:17:17 - 2026-08-20 17:17:21Diarisation quality alignment and cross-recording speaker re-identification.
2026-08-20 17:17:21 - 2026-08-20 17:17:25I'm checking the current assembly AI and deep RAM capabilities because both have changed quite a bit,
2026-08-20 17:17:26 - 2026-08-20 17:17:30and the right answer may be a hybrid rather than simply replacing Piano.
2026-08-20 17:17:30 - 2026-08-20 17:17:33Yes, I think you have diagnosed the architecture problem fairly well.
2026-08-20 17:17:34 - 2026-08-20 17:17:37I would not simply loosen the Q-RAM matching threshold dramatically as the first fix.
2026-08-20 17:17:37 - 2026-08-20 17:17:41One match in 30 is far too conservative, but if you just lower the threshold,
2026-08-20 17:17:42 - 2026-08-20 17:17:45you may turn mostly unidentified into the much worse failure mode of confidently attributing things to the wrong person.
2026-08-20 17:17:46 - 2026-08-20 17:17:51There are really three stages in Briar that should be treated separately.
2026-08-20 17:17:51 - 2026-08-20 17:17:54One, transcription. What words were spoken?
2026-08-20 17:17:55 - 2026-08-20 17:17:57Two, diarisation. Which bits of the audio belong to the same speaker within this recording?
2026-08-20 17:17:57 - 2026-08-20 17:18:01Three, speaker recognition re-identification.
2026-08-20 17:18:01 - 2026-08-20 17:18:04Is this voice the moon, your father, you, etc., based on people's recordings?
2026-08-20 17:18:05 - 2026-08-20 17:18:08Whisper deals mainly with stage one.
2026-08-20 17:18:09 - 2026-08-20 17:18:10Fire Note is giving you stages two, and indirectly through its embeddings, the raw material for stage two.
2026-08-20 17:18:10 - 2026-08-20 17:18:14Diarization Windows
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