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#artificial intelligence Preprint Sep 2026

Talk2Agent: Benchmarking Voice Interfaces for Text Agents

Large language model (LLM) computer-use agents are typically evaluated with clean written instructions, despite speech being an increasingly popular interface for interacting with such systems. Speech input introduces an additional failure point: transcription errors can alter task-critical entities, constraints, or ta...

T. Chiba, Guang-Zhi Sun, Zhe-Qi Yuan et al. · 0 citations
#natural language process... Preprint Sep 2026

SALMONN-duo: Adaptive Dual-System Coordination for Full-Duplex Voice Agents

Full-duplex speech large language models (LLMs) enable low-latency, natural voice interaction. However, real-world agents must also use tools and perform deliberative reasoning-operations whose variable latency and computational cost conflict with the stringent timing requirements of real-time conversation. To reconcil...

Wen-Yi Yu, Si-Yin Wang, T. Chiba et al. · 0 citations

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