Machine Heart

Jun 11, 2026 · Artificial Intelligence

Audio Reasoning for AGI: First Comprehensive Survey of Multimodal Large Models and Four Frontier Paths

This survey examines the emerging field of audio reasoning, distinguishing it from simple audio perception, and systematically classifies four major research directions—Audio-to-Text, Audio-to-Speech, Audio-Visual, and Agentic Audio—while highlighting challenges in data, evaluation, and real‑time multimodal integration.