Where Does the Sound Go? Tracing Acoustic Information Loss in Audio-Conditioned LLMs

Song-ha Jo, Sehyun Lee, Soyoon Kim +2

Audio-conditioned language models often underuse acoustic cues such as prosody, emotion, and non-speech sounds, raising the question of whether ASR-supervised frontends discard thi…