一作ICLR 2026Poster· Applications / Language, Speech and Dialog
Speech World Model: Causal State–Action Planning with Explicit Reasoning for Speech
Xuanru Zhou · Jiachen Lian · Henry Hong · Xinyi Yang · Gopala Anumanchipalli
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Xuanru Zhou · Jiachen Lian · Henry Hong · Xinyi Yang · Gopala Anumanchipalli
Xuanru Zhou · Yiwen Shao · Wei-Cheng Tseng · Dong Yu
Wei-Cheng Tseng · Xuanru Zhou · Mingyue Huo · Yiwen Shao · Hao Zhang · Dong Yu
Audio-language pretraining (ALP) holds promise for learning general-purpose audio representation, yet remains underexplored. Crucially, there is no consensus on whether audio–language models can build effective general-purpose audio encoders, nor a systematic understanding of how pretraining obje...