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AudioBuffer -> StructuredTranscription
Segment continuous audio with a voice activity detector, route segments to parallel speaker profiling and transcription models, and synthesize their outputs.
Problem it solves
Processing monolithic audio arrays degrades timestamp accuracy and misses speaker changes.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.