Discrete vs. Continuous: A Comprehensive Study of Unified Audio Understanding in LALMs

Jing Peng, Zichao Nie, Zhisheng Zhang +2

Large Audio Language Models (LALMs) utilize either continuous features or discrete tokens, yet the optimal representation paradigm for general audio understanding remains debated.…