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AI voice models spectrum: half-duplex vs. full-duplex

The discussion explores the distinction between half-duplex and full-duplex AI voice models, highlighting that current voice assistants primarily use half-duplex, which enforces strict turn-taking. This limitation prevents natural conversational elements like overlapping speech, backchannels, and graceful interruption handling, contributing to a robotic user experience. The conversation delves into the spectrum of full-duplex capabilities and potential architectural approaches to achieve more human-like voice interactions. AI

IMPACT Understanding the difference between half-duplex and full-duplex AI voice models can inform the development of more natural and engaging conversational agents.

RANK_REASON The cluster is a discussion about the technical spectrum of AI voice models, not a release or research paper.

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  1. r/MachineLearning TIER_1 English(EN) · /u/Chilly5 ·

    Full duplex vs half duplex - the spectrum of AI voice models [D]

    <!-- SC_OFF --><div class="md"><p>It seems that there are two ways to build voice AI:</p> <p>Half-duplex: strict turn-taking. You speak, the other side waits until you’re done, one direction of speech at a time. ← This is how almost every voice assistant works today.</p> <p>Full-…