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

arXiv:2609.22851v2 Announce Type: replace-cross Abstract: Large Audio Language Models (LALMs) utilize either continuous features or discrete tokens, yet the optimal representation paradigm for general audio understanding remains debated. Existing benchmarks of