most citedDuplexCascade: Full-Duplex Speech-to-Speech Dialogue with VAD-Free Cascaded ASR-LLM-TTS Pipeline and Micro-Turn Optimization

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cs.CL2026★ 1 cited

DuplexCascade: Full-Duplex Speech-to-Speech Dialogue with VAD-Free Cascaded ASR-LLM-TTS Pipeline and Micro-Turn Optimization

Jianing Yang, Yusuke Fujita, Yui Sudo

Spoken dialog systems with cascaded ASR-LLM-TTS modules retain strong LLM intelligence, but VAD segmentation often forces half-duplex turns and brittle control. On the other hand,…

cs.CL2025

Serialized Output Prompting for Large Language Model-based Multi-Talker Speech Recognition

Hao Shi, Yusuke Fujita, Tomoya Mizumoto +3

Prompts are crucial for task definition and for improving the performance of large language models (LLM)-based systems. However, existing LLM-based multi-talker (MT) automatic spee…