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asr-transcribe-to-text

Transcribes audio or video to speaker-labeled, timestamped text, locally with MLX on Apple Silicon or remotely. Use for 转录 / 录音转文字 / 说话人分离 / 字幕, and also for preparing audio for ASR without transcribing: 转格式, 降采样到 16kHz, merging recorder segments, or compressing and speeding up audio before 飞书妙记 — even when it looks like a one-line ffmpeg job.

daymade-audio/asr-transcribe-to-text/SKILL.md

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Nov 7, 2026
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# ASR Transcribe to Text

Transcribe audio/video to **speaker-labeled** text. Local execution has two
explicit routes. Long or unattended recordings use checkpointed whisper.cpp +
Silero VAD blocks, then late-fuse pyannote speakers. Short/medium recordings may
use the Qwen3-ASR + mlx-whisper alignment route. Neither route cuts ASR input at
diarization turns; speaker attribution happens after continuous-context ASR.

## Route before ASR: the transcript is the result, not the run

**Preserve course videos before choosing an ASR route.** When uploading a course
video, or when the user requires the picture or original media, upload the
original video file with its picture, audio and original speed. Skip Step 2 and
the preprocessing section unless the user explicitly requests conversion.