Shinji Watanabe

Overview

Best Publications

• ESPNet: End-to-end speech processing toolkit

  Shinji Watanabe;Takaaki Hori;Shigeki Karita;Tomoki Hayashi

  1438
  Citations

• Deep clustering: Discriminative embeddings for segmentation and separation

  John R. Hershey;Zhuo Chen;Jonathan Le Roux;Shinji Watanabe

  1430
  Citations

• Joint CTC-attention based end-to-end speech recognition using multi-task learning

  Suyoun Kim;Takaaki Hori;Shinji Watanabe

  899
  Citations

• Hybrid CTC/Attention Architecture for End-to-End Speech Recognition

  Shinji Watanabe;Takaaki Hori;Suyoun Kim;John R. Hershey

  792
  Citations

• The third ‘CHiME’ speech separation and recognition challenge: Dataset, task and baselines

  Jon Barker;Ricard Marxer;Emmanuel Vincent;Shinji Watanabe

  733
  Citations

• Phase-sensitive and recognition-boosted speech separation using deep recurrent neural networks

  Hakan Erdogan;John R. Hershey;Shinji Watanabe;Jonathan Le Roux

  728
  Citations

• Speech Enhancement with LSTM Recurrent Neural Networks and its Application to Noise-Robust ASR

  Felix Weninger;Hakan Erdogan;Shinji Watanabe;Emmanuel Vincent

  654
  Citations

• SUPERB: Speech processing Universal PERformance Benchmark

  Shu-wen Yang;Po-Han Chi;Yung-Sung Chuang;Cheng-I Jeff Lai

  641
  Citations

• A Comparative Study on Transformer vs RNN in Speech Applications

  Shigeki Karita;Nanxin Chen;Tomoki Hayashi;Takaaki Hori

  535
  Citations

• Self-Supervised Speech Representation Learning: A Review

  Unknown

  462
  Citations

• An analysis of environment, microphone and data simulation mismatches in robust speech recognition

  Emmanuel Vincent;Shinji Watanabe;Aditya Arie Nugraha;Jon Barker

  396
  Citations

• Single-Channel Multi-Speaker Separation using Deep Clustering

  Yusuf Ziya Isik;Yusuf Ziya Isik;Jonathan Le Roux;Zhuo Chen;Zhuo Chen;Shinji Watanabe

  375
  Citations

• Improved MVDR beamforming using single-channel mask prediction networks

  Hakan Erdogan;John R. Hershey;Shinji Watanabe;Michael I. Mandel

  347
  Citations

• The second ‘chime’ speech separation and recognition challenge: Datasets, tasks and baselines

  Emmanuel Vincent;Jon Barker;Shinji Watanabe;Jonathan Le Roux

  335
  Citations

• A Comparative Study on Transformer vs RNN in Speech Applications

  Shigeki Karita;Xiaofei Wang;Shinji Watanabe;Takenori Yoshimura

  334
  Citations

• Advances in joint CTC-attention based end-to-end speech recognition with a deep CNN encoder and RNN-LM

  Takaaki Hori;Shinji Watanabe;Yu Zhang;William Chan

  312
  Citations

• The Fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, Task and Baselines.

  Jon Barker;Shinji Watanabe;Emmanuel Vincent;Jan Trmal

  301
  Citations

• A review of speaker diarization: Recent advances with deep learning

  Tae Jin Park;Naoyuki Kanda;Dimitrios Dimitriadis;Kyu J. Han

  278
  Citations

• End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors

  Unknown

  256
  Citations

• Conditional Diffusion Probabilistic Model for Speech Enhancement

  Unknown

  241
  Citations

• End-to-end neural speaker diarization with permutation-free objectives

  Yusuke Fujita;Yusuke Fujita;Naoyuki Kanda;Shota Horiguchi;Kenji Nagamatsu

  227
  Citations

• End-to-End Neural Speaker Diarization with Self-Attention

  Yusuke Fujita;Naoyuki Kanda;Shota Horiguchi;Yawen Xue

  222
  Citations

• GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio

  Guoguo Chen;Shuzhou Chai;Guanbo Wang;Jiayu Du

  111
  Citations