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cs.CV2025

VideoCanvas: Unified Video Completion from Arbitrary Spatiotemporal Patches via In-Context Conditioning

Minghong Cai, Qiulin Wang, Zongli Ye +7

Existing controllable video generation methods are typically designed for rigid, task-specific settings, such as first-frame image-to-video, inpainting, or interpolation, treating…

cs.MM2025

AV-EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Omni-modal LLMS with Audio-visual Cues

Dingkun Zhou, Krish Patel, Ajay Kankipati +14

Emotions conveyed through voice and face shape engagement and context in human AI interaction. Despite rapid progress in omni modal large language models, the holistic evaluation o…

eess.AS2025

LCS-CTC: Leveraging Soft Alignments to Enhance Phonetic Transcription Robustness

Zongli Ye, Jiachen Lian, Akshaj Gupta +18

Phonetic speech transcription is crucial for fine-grained linguistic analysis and downstream speech applications. While Connectionist Temporal Classification (CTC) is a widely used…

eess.AS2025

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis

Zongli Ye, Jiachen Lian, Xuanru Zhou +14

Accurate alignment of dysfluent speech with intended text is crucial for automating the diagnosis of neurodegenerative speech disorders. Traditional methods often fail to model pho…

eess.AS2025

Dysfluent WFST: A Framework for Zero-Shot Speech Dysfluency Transcription and Detection

Chenxu Guo, Jiachen Lian, Xuanru Zhou +13

Automatic detection of speech dysfluency aids speech-language pathologists in efficient transcription of disordered speech, enhancing diagnostics and treatment planning. Traditiona…