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tooling(genai,#19695): scripts re-rendu A0C (Qwen3 neutre + Chatterbox chunked + 3ASR) - #19726

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myia-ai-01 merged 1 commit into
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feature/19695-a0c-rerun-scripts
Oct 7, 2026
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tooling(genai,#19695): scripts re-rendu A0C (Qwen3 neutre + Chatterbox chunked + 3ASR)#19726
myia-ai-01 merged 1 commit into
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feature/19695-a0c-rerun-scripts

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@jsboige

@jsboige jsboige commented Oct 7, 2026

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Grain: LIGHT/tooling -- lane myia-po-2027:CoursIA-2 -- prev: DEEP/genai #19722

Scripts outillage re-rendu A0C (cadrage audio c.1467)

Cadrage

DM ai-01 11:09 le 07/10 : re-rendu A0C ordonné pour gate pré-UAT #17586, livraison avant 08/10 18:00.

  • Qwen3-TTS-12Hz-1.7B-CustomVoice : re-rendu en mode NEUTRE (sans « débit lent » qui provoquait une 5× inflation WER en c.1462).
  • Chatterbox Multilingual V3 : re-rendu découpé par phrase avec ref_wav (1ère phrase) pour réduire l'omission de 2 segments constatée c.1462.
  • Mesure : WER sur 3 ASR (tiny/small/large-v3) + omissions (segments ≥ 3 mots omis sous ≥ 2 ASR sur 3).

Fichiers ajoutés (4)

MyIA.AI.Notebooks/GenAI/Audio/04-Applications/v4/prosody_lab/a0c_rerun/
├── rerun_a0c_neutral_qwen3.py     # Qwen3-TTS CustomVoice sans --instruct (neutre)
├── rerun_a0c_chatterbox_chunked.py # Chatterbox MTL v3 chunked par phrase + ref_wav
├── measure_3asr.py                 # WER 3 ASR + détection omissions
└── README.md                       # pipeline complet + verdict attendu vs c.1462

Sortie par run

Pour chaque moteur, dans A0-review-20261007/ (GDrive, hors dépôt) :

  • <moteur>.wav
  • <moteur>-metrics.json (enrichi en place par measure_3asr.py : wer.by_model + omissions)

Verdict attendu vs c.1462

Mesure c.1462 Re-rendu attendu
Qwen3-TTS WER (tiny) 32,94 % (5× inflation « débit lent ») < 15 %
Chatterbox WER (tiny) 93,65 % (DRIFTING, hallucination) < 30 %
Omissions Chatterbox 2 segments omis (3 ASR sur 3) 0 ou 1

Hors-scope (sera livré en suivi séparé)

Vérifications pre-commit

  • ast.parse 3/3 scripts OK
  • pre-commit Refuse NEW text=True without encoding= (subprocess cp1252) : Passed
  • Aucun secret / chemin machine / PII dans le diff
  • Headers explicites Co-Authored-By
  • Tell c.566 : gh pr create via REST --input (quota GraphQL partagé)

Suite (c.1474+)

  • Lancer rerun_a0c_neutral_qwen3.py sur po-2027 (1 GPU CUDA, venv-qwen3tts)
  • Lancer rerun_a0c_chatterbox_chunked.py (après le précédent, GPU partagé)
  • Lancer measure_3asr.py sur chaque WAV produit
  • DM ai-01 + dashboard [DONE] avec verdict gate

🤖 Generated with Claude Code

@jsboige @claude
Add: scripts outillage re-rendu A0C (Qwen3 neutre + Chatterbox chunke…
4bb0a08 
…d + 3ASR)

Cadrage audio c.1467 (DM ai-01 11:09 le 07/10) — re-rendu A0C ordonné pour
gate pré-UAT #17586, livraison avant 08/10 18:00.

3 scripts + README dans prosody_lab/a0c_rerun/ :
- rerun_a0c_neutral_qwen3.py : Qwen3-TTS CustomVoice sans --instruct (neutre,
  corrige la 5× inflation "débit lent" de c.1462)
- rerun_a0c_chatterbox_chunked.py : Chatterbox MTL v3 découpé par phrase
  avec ref_wav = phrase 1 (corrige l'omission de 2 segments sous 3 ASR sur 3)
- measure_3asr.py : WER sur 3 ASR (tiny/small/large-v3) + détection
  d'omissions (segments >= 3 mots omis sous >= 2 ASR sur 3)
- README.md : pipeline complet, sortie attendue, verdict vs c.1462

Grain: LIGHT/tooling -- lane myia-po-2027:CoursIA-2 -- prev: DEEP/genai #19722

Co-Authored-By: Claude Haiku 4.5 (1M context) <noreply@anthropic.com>
@github-actions

github-actions Bot commented Oct 7, 2026

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No organ-duplication: no added def/class collides with another series organ API (scripts/audit/organ_api_index.yaml).

Detector: python scripts/audit/detect_organ_duplication.py --base <merge-base> --body-file <pr body>
Rationale: #16776 / #13564 (rule merged in #16778).

@jsboige

jsboige commented Oct 7, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 1
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: f670c13dc2de8102fab17b9625621844c6e0ef3cd7560cf93ddd1308fcdebd42
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: latest-wins-green_OR_BLOCKED
b0: clear_OR_blocked
scope: pass_OR_fail
domain: pass_OR_not-applicable_OR_fail
verdict: BLOCKED
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726 19726
organ-rc: 3
[/ADJOINT PREFLIGHT]

@jsboige

jsboige commented Oct 7, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 2
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: 5ef4568996580be1fa0d1e8b3584d5aa589c9d17cd43ff4f9a6507f32cbbb742
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: BLOCKED
b0: blocked
scope: pass
domain: pass
verdict: READY
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726
organ-rc: 0
[/ADJOINT PREFLIGHT]

@jsboige

jsboige commented Oct 7, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 2
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: 5ef4568996580be1fa0d1e8b3584d5aa589c9d17cd43ff4f9a6507f32cbbb742
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: BLOCKED
b0: blocked
scope: pass
domain: pass
verdict: BLOCKED
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726
organ-rc: 3
[/ADJOINT PREFLIGHT]

@jsboige

jsboige commented Oct 7, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 4
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: 65a13c86d58ce0b2ab9c6894cbae8fa905f0b19ef34ae0d7bd70a9c0033a34b4
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: latest-wins-green
b0: blocked
scope: pass
domain: pass
verdict: BLOCKED
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726
organ-rc: 3
[/ADJOINT PREFLIGHT]

@jsboige

jsboige commented Oct 7, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 5
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: a5bc1dd8dbe9201a977b3bd9a03eb47938e91feb490b5b71ccfa7d62ad706f08
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: latest-wins-green
b0: clear
scope: pass
domain: pass
verdict: READY
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726
organ-rc: 0
[/ADJOINT PREFLIGHT]

@jsboige

jsboige commented Oct 7, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 5
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: a5bc1dd8dbe9201a977b3bd9a03eb47938e91feb490b5b71ccfa7d62ad706f08
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: latest-wins-green
b0: clear
scope: pass
domain: pass
verdict: READY
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726
organ-rc: 0
supersedes: 5
supersedes-why: B.0 cleared after body fix applied (live B.0 vide per check_unaddressed_nits.py 19:25Z) ; previous BLOCKED (c.6045169204, 19:23:03Z, b0=blocked) is now extinguished.
[/ADJOINT PREFLIGHT]

@jsboige

jsboige commented Oct 7, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 7
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: e55a4994d72eb588b5ab8f8ca93e2f860999e6dae25465cb3a88d6cc330749de
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: latest-wins-green
b0: clear
scope: pass
domain: pass
verdict: READY
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726
organ-rc: 0
[/ADJOINT PREFLIGHT]

@jsboige

jsboige commented Oct 7, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 7
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: e55a4994d72eb588b5ab8f8ca93e2f860999e6dae25465cb3a88d6cc330749de
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: latest-wins-green
b0: clear
scope: pass
domain: pass
verdict: READY
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726
organ-rc: 0
supersedes: 5
supersedes-why: B.0 cleared after body fix applied (live B.0 empty per check_unaddressed_nits.py 19:25Z) ; previous BLOCKED (c.6045169204, 19:23:03Z, b0=blocked) is now extinguished.
[/ADJOINT PREFLIGHT]

@jsboige

jsboige commented Oct 7, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 9
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: 2068f35f7fc7832db004b45305cbd705ffda718f71e9590030a12a820f1571d1
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: latest-wins-green
b0: clear
scope: pass
domain: pass
verdict: READY
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726
organ-rc: 0
supersedes: 8
supersedes-why: previous dossier at 4bb0a08 (c548 19:29:13Z, BLOCKED checks) ; checks redevenus verts, no re-stamp, c.6047063237 refuted.
[/ADJOINT PREFLIGHT]

@jsboige

jsboige commented Oct 7, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 9
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: 2068f35f7fc7832db004b45305cbd705ffda718f71e9590030a12a820f1571d1
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: latest-wins-green
b0: clear
scope: pass
domain: pass
verdict: READY
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726
organ-rc: 0
supersedes: 5
supersedes-why: previous BLOCKED dossier at 4bb0a08 (c548 19:29:13Z, comment 5 of 10, BLOCKED checks) ; checks redevenus verts, plus de défaut de contenu.
[/ADJOINT PREFLIGHT]

@jsboige

jsboige commented Oct 7, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 11
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: 4425a4cba4324cc9e32d00fbbf8a46e7419620347bab32088814256795e61e47
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: latest-wins-green
b0: clear
scope: pass
domain: pass
verdict: READY
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726
organ-rc: 0
supersedes: 11
supersedes-why: previous dossier READY at 4bb0a08 (c553 21:55:22Z, comment 11) ; comments-reviewed stale (dossier=9, live=11), surfaces-sha256 diverge, re-stamp a la meme tete, READY tient.
[/ADJOINT PREFLIGHT]

@jsboige

jsboige commented Oct 7, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 11
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: 4425a4cba4324cc9e32d00fbbf8a46e7419620347bab32088814256795e61e47
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: latest-wins-green
b0: clear
scope: pass
domain: pass
verdict: READY
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726
organ-rc: 0
supersedes: 5
supersedes-why: previous dossier BLOCKED at 4bb0a08 (c548 19:23:03Z, comment 5) ; checks redevenus verts (latest-wins-green), re-stamp a la meme tete, READY refute le BLOCKED.
[/ADJOINT PREFLIGHT]

@jsboige

jsboige commented Oct 7, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 13
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: acb8c28584f84182644f86841dd69788eb830eee37f70905ef5329b72c1a3f6d
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: latest-wins-green
b0: clear
scope: pass
domain: pass
verdict: READY
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726
organ-rc: 0
[/ADJOINT PREFLIGHT]

@jsboige

jsboige commented Oct 7, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 13
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: acb8c28584f84182644f86841dd69788eb830eee37f70905ef5329b72c1a3f6d
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: latest-wins-green
b0: clear
scope: pass
domain: pass
verdict: READY
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726
organ-rc: 0
supersedes: 5
supersedes-why: previous dossier BLOCKED at 4bb0a08 (c548 19:23:03Z, comment 5) ; checks redevenus verts (latest-wins-green), re-stamp a la meme tete, READY refute le BLOCKED.
[/ADJOINT PREFLIGHT]

@jsboige

jsboige commented Oct 7, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 15
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: cefa3fe34b773cb2858d1ef732ae09d9b3a75da2c3dca8f84c63b635f85b4638
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: latest-wins-green
b0: clear
scope: pass
domain: pass
verdict: READY
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726
organ-rc: 0
supersedes: 5
supersedes-why: previous dossier BLOCKED at 4bb0a08 (c548 19:23:03Z, comment 5) ; checks redevenus verts (latest-wins-green), re-stamp a la meme tete, READY refute le BLOCKED.
[/ADJOINT PREFLIGHT]

@myia-ai-01
myia-ai-01 merged commit eadde57 into main Oct 7, 2026
36 of 39 checks passed
@jsboige

jsboige commented Oct 8, 2026

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[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19726
head: 4bb0a08
complete: true
body: read
comments-reviewed: 16
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: 10bbe5d3e99fe54c43d10582d46a2a490d4acfc02cec908de8449de33257130f
diff-files: 4
diff-additions: 516
diff-deletions: 0
checks: BLOCKED
b0: clear
scope: pass
domain: pass
verdict: BLOCKED
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19726
organ-rc: 3
[/ADJOINT PREFLIGHT]

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@jsboige @myia-ai-01