most citedState Rank Dynamics in Linear Attention LLMs

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cs.SD2026

LTS-VoiceAgent: A Listen-Think-Speak Framework for Efficient Streaming Voice Interaction via Semantic Triggering and Incremental Reasoning

Wenhao Zou, Yuwei Miao, Zhanyu Ma +5

Real-time voice agents face a dilemma: end-to-end models often lack deep reasoning, while cascaded pipelines incur high latency by executing ASR, LLM reasoning, and TTS strictly in…