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20242026
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cs.SD2025

LD-LAudio-V1: Video-to-Long-Form-Audio Generation Extension with Dual Lightweight Adapters

Haomin Zhang, Kristin Qi, Shuxin Yang +3

Generating high-quality and temporally synchronized audio from video content is essential for video editing and post-production tasks, enabling the creation of semantically aligned…

cs.SD2025

Towards Video to Piano Music Generation with Chain-of-Perform Support Benchmarks

Chang Liu, Haomin Zhang, Shiyu Xia +5

Generating high-quality piano audio from video requires precise synchronization between visual cues and musical output, ensuring accurate semantic and temporal alignment.However, e…

cs.SD2025

Enhance Generation Quality of Flow Matching V2A Model via Multi-Step CoT-Like Guidance and Combined Preference Optimization

Haomin Zhang, Sizhe Shan, Haoyu Wang +4

Creating high-quality sound effects from videos and text prompts requires precise alignment between visual and audio domains, both semantically and temporally, along with step-by-s…

cs.SD2024

Multiple Consistency-guided Test-Time Adaptation for Contrastive Audio-Language Models with Unlabeled Audio

Gongyu Chen, Haomin Zhang, Chaofan Ding +2

One fascinating aspect of pre-trained Audio-Language Models (ALMs) learning is their impressive zero-shot generalization capability and test-time adaptation (TTA) methods aiming to…

cs.SD2024

YingSound: Video-Guided Sound Effects Generation with Multi-modal Chain-of-Thought Controls

Zihao Chen, Haomin Zhang, Xinhan Di +10

Generating sound effects for product-level videos, where only a small amount of labeled data is available for diverse scenes, requires the production of high-quality sounds in few-…