# Stage: transcribe

## Purpose
Generate per-speaker raw transcripts from prepared audio using WhisperX.

## Inputs and Outputs
Inputs:
- `audio/*.flac` prepared by `prepare`

Outputs:
- `transcripts/raw/<speaker>.json` for each input audio file

## Boundaries
Owns:
- Discovering prepared audio inputs
- Deriving speaker ids from audio basenames
- Parallel WhisperX invocation with bounded concurrency
- Validating produced JSON and materializing run-local outputs

Does not own:
- Transcript merge/polish/normalize/trim/analyze

## Config Fields Used
- `session.session_id`
- `session.campaign`
- `pipeline.workspace.root`
- `pipeline.whisperx.transcribe_url`
- `pipeline.whisperx.language`
- `pipeline.whisperx.timeout`
- `pipeline.whisperx.retries`
- `pipeline.whisperx.retry_delay`
- `pipeline.whisperx.concurrency`

## External Adapters Used
- WhisperX adapter (`env.WhisperX.Transcribe`).

## State and Manifest Behavior
- Uses run-local output paths under `runs/{run_id}/transcribe/outputs/...` when run layout is enabled.
- Validates each generated transcript JSON before materialization.
- Materializes canonical outputs to `transcripts/raw/*.json`.
- Records per-file metadata (attempts/status/duration/output path) in stage metadata.

## Skip and Resume Behavior
- Runner-level skip applies for previously succeeded stage unless forced.
- On forced upstream reruns, downstream succeeded stages can be marked `stale` by runner logic.

## Failure Behavior
- Fails if no prepared audio exists, duplicate speaker basenames are detected, adapter output path mismatches expected path, any output JSON is invalid, or one worker fails.
- Cancels in-flight workers after first terminal error.

## Tests to Inspect Before Changing
- `internal/stage/transcribe_test.go`
- `internal/app/whisperx_wiring_test.go`

## Architectural Invariants
- Speaker identity is derived from `.flac` basename and must be unique.
- Every successful speaker output must be valid JSON before materialization.
- Canonical raw transcript set is the only supported merge input surface.