CASIA OpenIR

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Train from scratch: Single-stage joint training of speech separation and recognition 期刊论文
COMPUTER SPEECH AND LANGUAGE, 2022, 卷号: 76, 页码: 15
Authors:  Shi, Jing;  Chang, Xuankai;  Watanabe, Shinji;  Xu, Bo
Favorite  |  View/Download:35/0  |  Submit date:2022/07/25
Cocktail party problem  Speech separation  Multi-speaker speech recognition  End-to-end  Joint-training  
Compressing Speaker Extraction Model with Ultra-low Precision Quantization and Knowledge Distillation 期刊论文
Neural Networks, 2022, 卷号: 154, 页码: 13-21
Authors:  Yating Huang;  Yunzhe Hao;  Jiaming Xu;  Bo Xu
Adobe PDF(801Kb)  |  Favorite  |  View/Download:22/3  |  Submit date:2022/09/17
A Multi Domain Knowledge Enhanced Matching Network for Response Selection in Retrieval-Based Dialogue Systems 会议论文
, Singapore, Singapore, 2022-05
Authors:  Chen, Xiuyi;  Chen, Feilong;  Xu, Shuang;  Xu, Bo
Adobe PDF(1248Kb)  |  Favorite  |  View/Download:41/6  |  Submit date:2022/06/27
A Brain-Inspired Approach for Probabilistic Estimation and Efficient Planning in Precision Physical Interaction 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 15
Authors:  Xing, Dengpeng;  Yang, Yiming;  Zhang, Tielin;  Xu, Bo
Favorite  |  View/Download:37/0  |  Submit date:2022/06/10
Task analysis  Robots  Force  Planning  Mathematical models  Brain modeling  Biology  Brain-inspired structure  precision physical interaction  spiking neural networks (SNNs)  
Improving Cross-State and Cross-Subject Visual ERP-Based BCI With Temporal Modeling and Adversarial Training 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 卷号: 30, 页码: 369-379
Authors:  Ni, Ziyi;  Xu, Jiaming;  Wu, Yuwei;  Li, Mengfan;  Xu, Guizhi;  Xu, Bo
Favorite  |  View/Download:33/0  |  Submit date:2022/06/06
Brain modeling  Electroencephalography  Visualization  Training  Task analysis  Feature extraction  Adaptation models  Brain-computer interface  temporal modeling  adversarial training  cross-subject  cross-state  
Sequence-level Speaker Change Detection with Difference-based Continuous Integrate-and-fire 期刊论文
Signal Processing Letters, 2022, 页码: 1551-1554
Authors:  Fan ZY(范志赟);  Dong LH(董林昊);  Cai M(蔡猛);  Ma ZJ(马泽君);  Xu B(徐波)
Adobe PDF(404Kb)  |  Favorite  |  View/Download:20/1  |  Submit date:2022/09/17
Self-backpropagation of synaptic modifications elevates the efficiency of spiking and artificial neural networks 期刊论文
SCIENCE ADVANCES, 2021, 卷号: 7, 期号: 43, 页码: 11
Authors:  Zhang, Tielin;  Cheng, Xiang;  Jia, Shuncheng;  Poo, Mu-Ming;  Zeng, Yi;  Xu, Bo
Favorite  |  View/Download:24/0  |  Submit date:2021/12/28
A Brain-Inspired Approach for Collision-Free Movement Planning in the Small Operational Space 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
Authors:  Xing, Dengpeng;  Li, Jiale;  Zhang, Tielin;  Xu, Bo
Favorite  |  View/Download:31/0  |  Submit date:2022/01/27
Visualization  Cameras  Planning  Task analysis  Neurons  Collision avoidance  Biology  Brain-inspired structure  collision-free movement planning  small operational space  spiking neural networks (SNNs)  
TWO-STAGE PRE-TRAINING FOR SEQUENCE TO SEQUENCE SPEECH RECOGNITION 会议论文
, 线上会议, 2021-7-18
Authors:  Fan ZY(范志赟);  Zhou SY(周世玉);  Xu B(徐波)
Adobe PDF(230Kb)  |  Favorite  |  View/Download:17/1  |  Submit date:2022/09/17
pre-training  speech recognition  encoder-decoder  sequence-to-sequence  
Exploring wav2vec 2.0 on speaker verification and language identification 会议论文
, 线上会议, 2021-8-30
Authors:  Fan ZY(范志赟);  Li M(李蒙);  Zhou SY(周世玉);  Xu B(徐波)
Adobe PDF(2081Kb)  |  Favorite  |  View/Download:21/2  |  Submit date:2022/09/17
self-supervised  speaker verification  language identification  multi-task learning  wav2vec 2.0