Encode Once, Decode Never: Reusing Audio LM Internals for Efficient Temporal Localization

Joseph An, Phillip Keung, Jiaqi Wang +2

Audio language models process input audio into rich frame-level representations, but the standard approach to temporal localization generates timestamps as sequences of text tokens…