activity
20202023
most citedJoint framework with deep feature distillation and adaptive focal loss for weakly supervised audio tagging and acoustic event detection

15 citations · 24 across the 6 of their papers we have counts for

collaborators

6 papers

cs.SD2023

Multi-pass Training and Cross-information Fusion for Low-resource End-to-end Accented Speech Recognition

Xuefei Wang, Yanhua Long, Yijie Li +1

Low-resource accented speech recognition is one of the important challenges faced by current ASR technology in practical applications. In this study, we propose a Conformer-based a…

eess.AS2022

Selective Pseudo-labeling and Class-wise Discriminative Fusion for Sound Event Detection

Yunhao Liang, Yanhua Long, Yijie Li +1

In recent years, exploring effective sound separation (SSep) techniques to improve overlapping sound event detection (SED) attracts more and more attention. Creating accurate separ…

eess.AS2021★ 3 cited

CNN-based Discriminative Training for Domain Compensation in Acoustic Event Detection with Frame-wise Classifier

Tiantian Tang, Xinyuan Zhou, Yanhua Long +2

Domain mismatch is a noteworthy issue in acoustic event detection tasks, as the target domain data is difficult to access in most real applications. In this study, we propose a nov…

eess.AS2021★ 15 cited

Joint framework with deep feature distillation and adaptive focal loss for weakly supervised audio tagging and acoustic event detection

Yunhao Liang, Yanhua Long, Yijie Li +2

A good joint training framework is very helpful to improve the performances of weakly supervised audio tagging (AT) and acoustic event detection (AED) simultaneously. In this study…

eess.AS2020★ 2 cited

Multi-channel target speech extraction with channel decorrelation and target speaker adaptation

Jiangyu Han, Xinyuan Zhou, Yanhua Long +1

The end-to-end approaches for single-channel target speech extraction have attracted widespread attention. However, the studies for end-to-end multi-channel target speech extractio…

eess.AS2020★ 4 cited

Multi-Encoder-Decoder Transformer for Code-Switching Speech Recognition

Xinyuan Zhou, Emre Yılmaz, Yanhua Long +2

Code-switching (CS) occurs when a speaker alternates words of two or more languages within a single sentence or across sentences. Automatic speech recognition (ASR) of CS speech ha…