Locality Matters for Training-Free Audio Token Compression in Audio-Language Models

Jiale Luo, Xiaoyu Liang, Haoji Hu

Audio-language models (ALMs) are increasingly used for audio captioning, question answering, and open-ended audio understanding, but their inference cost remains high when audio in…