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Audio -> (RawTranscript, SpeakerSegments)
Execute the ASR transcription pipeline and the speaker embedding/VAD pipeline in parallel threads or processes.
Problem it solves
Sequential execution of independent, heavy ML pipelines (transcription and diarization) leads to high latency.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.