Files
VoiceStudio/backend/api
Palash Debnathandmergetest f4e318f9f2 fix(translate+dub): wire Cinematic/Autofit to the LLM Providers registry; retry a wedged transcribe chunk instead of dropping it (#867)
Two bugs from real reports:

1. LLM not wired — translator._llm_client()/_llm_model() read TRANSLATE_*/OPENAI_*
   directly, bypassing the LLM Providers registry (#854). So a provider set up
   in Settings → LLM Providers never powered Cinematic/Autofit. Now resolves the
   ACTIVE provider (base_url/key/model) via llm_providers; the 'custom' provider
   still maps TRANSLATE_* so legacy env setups keep working.

2. Transcription 'missing the beginning' — the chunked dub transcribe dropped a
   whole chunk's window on failure/timeout (returned empty segments, no retry).
   A transient wedge on the FIRST chunk (whisperx cold-loads its model there, the
   #730 hang) therefore lost the start and left only middle+end. Now retries a
   failed/timed-out chunk once on a fresh pool (OMNIVOICE_TRANSCRIBE_CHUNK_ATTEMPTS,
   default 2) so the recovered chunk fills the hole.

Imports + dub_transcribe/translator/llm_providers tests green.

Co-authored-by: mergetest <test@local>
2026-07-02 00:18:35 +05:30
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