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Transcript #34844

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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

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Yes, the symptoms you describe are consistent with two separate problems being conflated.

2026-08-20 17:17:17 - 2026-08-20 17:17:21
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Diarisation quality alignment and cross-recording speaker re-identification.

2026-08-20 17:17:21 - 2026-08-20 17:17:25
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I'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 17:17:30
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and the right answer may be a hybrid rather than simply replacing Piano.

2026-08-20 17:17:30 - 2026-08-20 17:17:33
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Yes, I think you have diagnosed the architecture problem fairly well.

2026-08-20 17:17:34 - 2026-08-20 17:17:37
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I would not simply loosen the Q-RAM matching threshold dramatically as the first fix.

2026-08-20 17:17:37 - 2026-08-20 17:17:41
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One match in 30 is far too conservative, but if you just lower the threshold,

2026-08-20 17:17:42 - 2026-08-20 17:17:45
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you 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 17:17:51
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There are really three stages in Briar that should be treated separately.

2026-08-20 17:17:51 - 2026-08-20 17:17:54
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One, transcription. What words were spoken?

2026-08-20 17:17:55 - 2026-08-20 17:17:57
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Two, diarisation. Which bits of the audio belong to the same speaker within this recording?

2026-08-20 17:17:57 - 2026-08-20 17:18:01
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Three, speaker recognition re-identification.

2026-08-20 17:18:01 - 2026-08-20 17:18:04
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Is this voice the moon, your father, you, etc., based on people's recordings?

2026-08-20 17:18:05 - 2026-08-20 17:18:08
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Whisper deals mainly with stage one.

2026-08-20 17:18:09 - 2026-08-20 17:18:10
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Fire Note is giving you stages two, and indirectly through its embeddings, the raw material for stage two.

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Diarization Windows

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