Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox
Picture for Wangyou Zhang

Wangyou Zhang

End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend


Feb 23, 2021
Wangyou Zhang, Christoph Boeddeker, Shinji Watanabe, Tomohiro Nakatani, Marc Delcroix, Keisuke Kinoshita, Tsubasa Ochiai, Naoyuki Kamo, Reinhold Haeb-Umbach, Yanmin Qian

Figure 1 for End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend
Figure 2 for End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend
Figure 3 for End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend
* 5 pages, 1 figure, accepted by ICASSP 2021 
  Access Paper or Ask Questions

The 2020 ESPnet update: new features, broadened applications, performance improvements, and future plans


Dec 23, 2020
Shinji Watanabe, Florian Boyer, Xuankai Chang, Pengcheng Guo, Tomoki Hayashi, Yosuke Higuchi, Takaaki Hori, Wen-Chin Huang, Hirofumi Inaguma, Naoyuki Kamo, Shigeki Karita, Chenda Li, Jing Shi, Aswin Shanmugam Subramanian, Wangyou Zhang

Figure 1 for The 2020 ESPnet update: new features, broadened applications, performance improvements, and future plans
Figure 2 for The 2020 ESPnet update: new features, broadened applications, performance improvements, and future plans

  Access Paper or Ask Questions

End-to-End Multi-speaker Speech Recognition with Transformer


Feb 13, 2020
Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe

Figure 1 for End-to-End Multi-speaker Speech Recognition with Transformer
Figure 2 for End-to-End Multi-speaker Speech Recognition with Transformer
Figure 3 for End-to-End Multi-speaker Speech Recognition with Transformer
Figure 4 for End-to-End Multi-speaker Speech Recognition with Transformer
* To appear in ICASSP 2020 
  Access Paper or Ask Questions

MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition


Oct 16, 2019
Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe

Figure 1 for MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition
Figure 2 for MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition
Figure 3 for MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition
Figure 4 for MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition
* Accepted at ASRU 2019 
  Access Paper or Ask Questions

A Comparative Study on Transformer vs RNN in Speech Applications


Sep 28, 2019
Shigeki Karita, Nanxin Chen, Tomoki Hayashi, Takaaki Hori, Hirofumi Inaguma, Ziyan Jiang, Masao Someki, Nelson Enrique Yalta Soplin, Ryuichi Yamamoto, Xiaofei Wang, Shinji Watanabe, Takenori Yoshimura, Wangyou Zhang

Figure 1 for A Comparative Study on Transformer vs RNN in Speech Applications
Figure 2 for A Comparative Study on Transformer vs RNN in Speech Applications
Figure 3 for A Comparative Study on Transformer vs RNN in Speech Applications
Figure 4 for A Comparative Study on Transformer vs RNN in Speech Applications
* IEEE Automatic Speech Recognition and Understanding Workshop 2019 
 * Accepted at ASRU 2019 
  Access Paper or Ask Questions