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How to Implement Natural Turn-Taking & Interruption in Conversational AI

2026-10-04 • 8 min read • Voice AI • By Masbin Digital Labs

Natural human conversation is full of quick affirmations, interruptions, and micro-pauses. Building conversational voice AI requires nuanced turn-taking heuristics.

1. Acoustic Echo Cancellation (AEC)

Preventing the microphone from capturing the agent speaker output is critical to avoid false-positive barge-in interruptions.

2. Predictive Semantic Completion

Rather than relying solely on audio silence thresholds, evaluating grammatical completion cues allows the agent to distinguish a thoughtful pause from the end of a turn.

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