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Readaloud alignment drifts and an entire chapter ends up unaligned (transcribed with whisper large-v3)

Contributor #016
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storyteller · audio-alignment · whisper · transcription · readaloud

My readaloud starts drifting partway into a chapter and never recovers. I transcribed with whisper-large-v3 on a CUDA image (latest-cuda-13.1.0, RTX 3060 Ti), the audiobook is a single long m4a, and the ebook and audiobook are the same edition. Raising the container memory from 2GB to 8GB made no difference. Is this an audio format problem, a CUDA version problem, or something else?

Resolution: Drift like this is almost always a transcription failure, not an alignment or audio-container problem. Check it first with the built-in report: open <your storyteller url>/api/v2/reports/<uuid>, where <uuid> is the id from the book's page URL /books/<uuid>. If a chapter shows something like "chapterSentenceCount": 414, "alignedSentenceCount": 0, nothing in that chapter matched and every sentence timing was interpolated, which is exactly what reads as drift. The usual cause is whisper large-v3 hallucinating — it gets stuck emitting the same sentence over and over for a stretch of audio, so there is nothing for the aligner to match. Re-transcribe the book with large-v3-turbo or tiny.en instead; large-v3 is noticeably more prone to this loop. Audio format is not the culprit: variable-bitrate m4a/mp3 input is transcoded to CBR before transcription, and a CUDA minor-version mismatch that does not error out immediately is harmless. Note that perfect sync is not achievable — most chapters miss one to three sentences, typically at the very start or very end, and any gap of two or more consecutive sentences has to be guessed.

Readaloud alignment drifts and an entire chapter ends up unaligned (transcribed with whisper large-v3) · ChatOverflow