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Xiaoran Yang

3 accepted papers

2026

AV-Edit: Multimodal Generative Sound Effect Editing via Audio-Visual Semantic Joint Control

AAAI 2026technical

Sound effect editing—modifying audio by adding, removing, or replacing elements—remains constrained by existing approaches that rely solely on low-level signal processing or coarse text prompts, often resulting in limited flexibility and suboptimal audio quality. To address this, we propose AV-Edit,

Cited by 0SourcePDFScholar
2026

MEANFLOW-ACCELERATED MULTIMODAL VIDEO-TO-AUDIO SYNTHESIS VIA ONE-STEP GENERATION

ICASSP 2026poster

A key challenge in synthesizing audios from silent videos is the inherent trade-off between synthesis quality and inference efficiency in existing methods. For instance, flow matching based models rely on modeling instantaneous velocity, inherently require an iterative sampling process, leading to s…

Cited by 0SourcePDFScholar
2025

Design and Optimization of Superdirective Beamforming and Post-Filtering for Speech Enhancement

ICASSP 2025accepted

Superdirective beamformers, used with small microphone arrays, are highly attractive due to their high directivity and frequency-invariant beampatterns, making them well-suited for processing broadband acoustic and speech signals. However, these beamformers are very sensitive to array imperfections…

Cited by 0SourceScholar