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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Ming-Chen Shao

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Preprint Oct 2026

RefTAG: Reflection-aware Temporal Audio Grounding in Large Audio Language Models

Temporal audio grounding requires locating every occurrence of a queried target, making both occurrence counts and interval boundaries essential. We propose RefTAG, a post-training framework for verifiable temporal self-correction. Its Reflection Chain-of-Thought (Re-CoT) protocol combines draft intervals, discrete cou...

Yu-Hang Dai, Xin Shu, Zhen-Nan Lin et al. · 0 citations
Preprint Oct 2026

SmoothConv and DuplexConv: Complementary Mandarin Multi-Party Conversational Speech Corpora for Speech Interaction

Recent advances in large audio language models (LALMs) have driven the development of natural and intelligent speech interaction systems. Such systems need to model complex conversational behaviors, including turn-taking, overlapping speech, and speaker coordination. Multi-party conversations provide a realistic settin...

Cheng-You Wang, Ming-Chen Shao, Chun-Jiang He et al. · 0 citations

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