2025
Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey
EMNLP 2025
With advancements in large audio-language models (LALMs), which enhance large language models (LLMs) with auditory capabilities, these models are expected to demonstrate universal proficiency across various auditory tasks. While numerous benchmarks have emerged to assess LALMs’ performance, they rem