Imra Dawoodani

MFCL Audio: An Audio Function Calling Evaluation for Large Language Models

Audio agents are increasingly deployed to execute tools from spoken requests, yet audio tool use poses challenges beyond text-only function calling: perception errors (e.g., homophones, noise, disfluencies) can corrupt entities and arguments, and natural interactions often require clarification that…