33 citations · 92 across the 22 of their papers we have counts for
9 papers · 1 filter
Detect what you want: Target Sound Detection
Dongchao Yang, Helin Wang, Yuexian Zou +2
Human beings can perceive a target sound type from a multi-source mixture signal by the selective auditory attention, however, such functionality was hardly ever explored in machin…
Improving the Performance of Automated Audio Captioning via Integrating the Acoustic and Semantic Information
Zhongjie Ye, Helin Wang, Dongchao Yang +1
Automated audio captioning (AAC) has developed rapidly in recent years, involving acoustic signal processing and natural language processing to generate human-readable sentences fo…
A Mutual learning framework for Few-shot Sound Event Detection
Dongchao Yang, Helin Wang, Yuexian Zou +2
Although prototypical network (ProtoNet) has proved to be an effective method for few-shot sound event detection, two problems still exist. Firstly, the small-scaled support set is…
Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model
Zhiqi Huang, Fenglin Liu, Xian Wu +4
While Machine Comprehension (MC) has attracted extensive research interests in recent years, existing approaches mainly belong to the category of Machine Reading Comprehension task…
Unsupervised Multi-Target Domain Adaptation for Acoustic Scene Classification
Dongchao Yang, Helin Wang, Yuexian Zou
It is well known that the mismatch between training (source) and test (target) data distribution will significantly decrease the performance of acoustic scene classification (ASC)…
Layer Reduction: Accelerating Conformer-Based Self-Supervised Model via Layer Consistency
Jinchuan Tian, Rongzhi Gu, Helin Wang +1
Transformer-based self-supervised models are trained as feature extractors and have empowered many downstream speech tasks to achieve state-of-the-art performance. However, both th…