Hear, Invoke, and Understand: A Skill-Calling Multimodal Agent for Large Audio Language Models
SpeechAgent-R, an audio agent that coordinates its intrinsic multimodal understanding with external skills and tools, is developed and HIU-Bench is introduced to jointly evaluate task performance, interaction quality and generalization to diverse task settings.