8 citations · 8 across the 9 of their papers we have counts for
6 papers · 1 filter
FoleyGenEx: Unified Video-to-Audio Generation with Multi-Modal Control, Temporal Alignment, and Semantic Precision
Shiyao Wang, Xijuan Zeng, Hui Wang +4
We present FoleyGenEx, a unified video-to-audio (VTA) framework integrating multi-modal control, frame-level temporal alignment, and fine-grained semantics, enabling synchronized,…
Zero- and One-Shot Data Augmentation for Sentence-Level Dysarthric Speech Recognition in Constrained Scenarios
Shiyao Wang, Shiwan Zhao, Jiaming Zhou +1
Dysarthric speech recognition (DSR) research has witnessed remarkable progress in recent years, evolving from the basic understanding of individual words to the intricate comprehen…
A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition
Shiyao Wang, Jiaming Zhou, Shiwan Zhao +1
Dysarthric speech recognition (DSR) enhances the accessibility of smart devices for dysarthric speakers with limited mobility. Previously, DSR research was constrained by the fact…
ChildMandarin: A Comprehensive Mandarin Speech Dataset for Young Children Aged 3-5
Jiaming Zhou, Shiyao Wang, Shiwan Zhao +10
Automatic speech recognition (ASR) systems have advanced significantly with models like Whisper, Conformer, and self-supervised frameworks such as Wav2vec 2.0 and HuBERT. However,…
PB-LRDWWS System for the SLT 2024 Low-Resource Dysarthria Wake-Up Word Spotting Challenge
Shiyao Wang, Jiaming Zhou, Shiwan Zhao +1
For the SLT 2024 Low-Resource Dysarthria Wake-Up Word Spotting (LRDWWS) Challenge, we introduce the PB-LRDWWS system. This system combines a dysarthric speech content feature extra…
Enhancing Dysarthric Speech Recognition for Unseen Speakers via Prototype-Based Adaptation
Shiyao Wang, Shiwan Zhao, Jiaming Zhou +2
Dysarthric speech recognition (DSR) presents a formidable challenge due to inherent inter-speaker variability, leading to severe performance degradation when applying DSR models to…