作者位次 #2/3ICLR 2026Poster· Applications / Language, Speech and Dialog
MAPSS: Manifold-based Assessment of Perceptual Source Separation
Amir Ivry · Samuele Cornell · Shinji Watanabe
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Amir Ivry · Samuele Cornell · Shinji Watanabe
Masao Someki · Chien-yu Huang · Siddhant Arora · Samuele Cornell · Markus Müller · Nathan Susanj · Rupak Vignesh Swaminathan · Grant Strimel · Jing Liu · Shinji Watanabe
Long-form audio understanding poses significant challenges for large audio language models (LALMs) due to the extreme length of audio sequences and the need to reason over heterogeneous acoustic cues distributed over time, such as speech content, speaker identity, emotion, and sound events. To ad...