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cs.SD2026
ATTEST: Evidence-Grounded Reinforcement Learning for Long-Audio Temporal Understanding
Ashutosh Chaubey, Jinxi Guo, Minh Tran +2
Temporal grounding is fundamental to audio understanding, yet large audio language models (LALMs) remain weak at it on long audio, where hallucinations compound and annotated data…
cs.CL2026
VowelPrompt: Hearing Speech Emotions from Text via Vowel-level Prosodic Augmentation
Yancheng Wang, Osama Hanna, Ruiming Xie +11
Emotion recognition in speech presents a complex multimodal challenge, requiring comprehension of both linguistic content and vocal expressivity, particularly prosodic features suc…