Li Chai

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 21

Top Topics

Maximum Likelihood

Speech Enhancement

Noisy Environments

Scene Classification

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Shutong Niu, Jun Du, Qing Wang, Li Chai, Huaxin Wu, Zhaoxu Nian, Lei Sun, Yi Fang, Jia Pan, Chin-Hui Lee
An Experimental Study on Sound Event Localization and Detection Under Realistic Testing Conditions. ICASSP (2023)
Li Chai, Hang Chen, Jun Du, Qing-Feng Liu, Chin-Hui Lee
Space-and-speaker-aware acoustic modeling with effective data augmentation for recognition of multi-array conversational speech. Speech Commun. 153 (2023)
Qing Wang, Jun Du, Zhaoxu Nian, Shutong Niu, Li Chai, Huaxin Wu, Jia Pan, Chin-Hui Lee
Loss Function Design for DNN-Based Sound Event Localization and Detection on Low-Resource Realistic Data. ICASSP (2023)
Li Chai, Jun Du, Diyuan Liu, Yanhui Tu, Chin-Hui Lee
Acoustic Modeling for Multi-Array Conversational Speech Recognition in the Chime-6 Challenge. SLT (2021)
Li Chai, Jun Du, Qing-Feng Liu, Chin-Hui Lee
A Cross-Entropy-Guided Measure (CEGM) for Assessing Speech Recognition Performance and Optimizing DNN-Based Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Xiaoqi Zhang, Jun Du, Li Chai, Chin-Hui Lee
A Maximum Likelihood Approach to SNR-Progressive Learning Using Generalized Gaussian Distribution for LSTM-Based Speech Enhancement. Interspeech (2021)
Hu Hu, Chao-Han Huck Yang, Xianjun Xia, Xue Bai, Xin Tang, Yajian Wang, Shutong Niu, Li Chai, Juanjuan Li, Hongning Zhu, Feng Bao, Yuanjun Zhao, Sabato Marco Siniscalchi, Yannan Wang, Jun Du, Chin-Hui Lee
A Two-Stage Approach to Device-Robust Acoustic Scene Classification. ICASSP (2021)
Shutong Niu, Jun Du, Li Chai, Chin-Hui Lee
A Maximum Likelihood Approach to Multi-Objective Learning Using Generalized Gaussian Distributions for Dnn-Based Speech Enhancement. ICASSP (2020)
Xin Tang, Jun Du, Li Chai, Yannan Wang, Qing Wang, Chin-Hui Lee
Geometry Constrained Progressive Learning for Lstm-Based Speech Enhancement. ICASSP (2020)
Hu Hu, Chao-Han Huck Yang, Xianjun Xia, Xue Bai, Xin Tang, Yajian Wang, Shutong Niu, Li Chai, Juanjuan Li, Hongning Zhu, Feng Bao, Yuanjun Zhao, Sabato Marco Siniscalchi, Yannan Wang, Jun Du, Chin-Hui Lee
Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation. CoRR (2020)
Hu Hu, Chao-Han Huck Yang, Xianjun Xia, Xue Bai, Xin Tang, Yajian Wang, Shutong Niu, Li Chai, Juanjuan Li, Hongning Zhu, Feng Bao, Yuanjun Zhao, Sabato Marco Siniscalchi, Yannan Wang, Jun Du, Chin-Hui Lee
A Two-Stage Approach to Device-Robust Acoustic Scene Classification. CoRR (2020)
Yu-Xuan Wang, Jun Du, Li Chai, Chin-Hui Lee, Jia Pan
A Noise-Aware Memory-Attention Network Architecture for Regression-Based Speech Enhancement. INTERSPEECH (2020)
Feng Ma, Li Chai, Jun Du, Diyuan Liu, Zhongfu Ye, Chin-Hui Lee
Acoustic Model Ensembling Using Effective Data Augmentation for CHiME-5 Challenge. INTERSPEECH (2019)
Li Chai, Jun Du, Qing-Feng Liu, Chin-Hui Lee
Using Generalized Gaussian Distributions to Improve Regression Error Modeling for Deep Learning-Based Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 27 (12) (2019)
Li Chai, Jun Du, Chin-Hui Lee
KL-Divergence Regularized Deep Neural Network Adaptation for Low-Resource Speaker-Dependent Speech Enhancement. INTERSPEECH (2019)
Li Chai, Jun Du, Chin-Hui Lee
A Cross-Entropy-Guided (CEG) Measure for Speech Enhancement Front-End Assessing Performances of Back-End Automatic Speech Recognition. INTERSPEECH (2019)
Xin Tang, Jun Du, Li Chai, Yannan Wang, Qing Wang, Chin-Hui Lee
A LSTM-Based Joint Progressive Learning Framework for Simultaneous Speech Dereverberation and Denoising. APSIPA (2019)
Li Chai, Jun Du, Chin-Hui Lee
Error Modeling via Asymmetric Laplace Distribution for Deep Neural Network Based Single-Channel Speech Enhancement. INTERSPEECH (2018)
Li Chai, Jun Du, Chin-Hui Lee
Acoustics-guided evaluation (AGE): a new measure for estimating performance of speech enhancement algorithms for robust ASR. CoRR (2018)
Qing Wang, Jun Du, Li Chai, Li-Rong Dai, Chin-Hui Lee
A Maximum Likelihood Approach to Masking-based Speech Enhancement Using Deep Neural Network. ISCSLP (2018)
Li Chai, Jun Du, Yannan Wang
Gaussian density guided deep neural network for single-channel speech enhancement. MLSP (2017)