Medical Billing Forum
General Category => General Questions => : MedicBuyer2 January 16, 2026, 08:36:05 AM
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How hard is it to add speech awareness to an existing stack? VAD software integration (https://globaldev.tech/blog/vad-vs-event-triggered-for-ai-speech-to-speech-applications) is mostly plumbing: denoise, choose thresholds, debounce end-of-speech, and emit clean events to ASR/TTS. With observability on false positives and missed speech, you tune once and every turn in the conversation improves.