<ul><li>Spoken dialogue systems struggle with end-turn detection (ETD) - the ability to distinguish between user turn completion and hesitation.</li><li>The ETD Dataset is introduced, which is the first public dataset for end-turn detection.</li><li>A collaborative inference framework, SpeculativeETD, is proposed to improve real-time ETD in resource-constrained environments.</li><li>SpeculativeETD significantly improves ETD accuracy while minimizing computation requirements.</li></ul>

Speculative End-Turn Detector for Efficient Speech Chatbot Assistant

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