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Improving non-autoregressive end-to-end speech recognition with pre-trained acoustic and language models


Jan 26, 2022
Keqi Deng, Zehui Yang, Shinji Watanabe, Yosuke Higuchi, Gaofeng Cheng, Pengyuan Zhang

* Accepted by ICASSP2022 

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An Investigation of Enhancing CTC Model for Triggered Attention-based Streaming ASR


Oct 20, 2021
Huaibo Zhao, Yosuke Higuchi, Tetsuji Ogawa, Tetsunori Kobayashi

* Accepted to APSIPA 2021 

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A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation


Oct 11, 2021
Yosuke Higuchi, Nanxin Chen, Yuya Fujita, Hirofumi Inaguma, Tatsuya Komatsu, Jaesong Lee, Jumon Nozaki, Tianzi Wang, Shinji Watanabe

* Accepted to ASRU2021 

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Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy


Oct 11, 2021
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori

* Submitted to ICASSP2022 

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Hierarchical Conditional End-to-End ASR with CTC and Multi-Granular Subword Units


Oct 08, 2021
Yosuke Higuchi, Keita Karube, Tetsuji Ogawa, Tetsunori Kobayashi

* Submitted to ICASSP2022 

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Non-autoregressive End-to-end Speech Translation with Parallel Autoregressive Rescoring


Sep 09, 2021
Hirofumi Inaguma, Yosuke Higuchi, Kevin Duh, Tatsuya Kawahara, Shinji Watanabe


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Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition


Jun 16, 2021
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori

* Accepted to Interspeech 2021 

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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


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Orthros: Non-autoregressive End-to-end Speech Translation with Dual-decoder


Nov 06, 2020
Hirofumi Inaguma, Yosuke Higuchi, Kevin Duh, Tatsuya Kawahara, Shinji Watanabe


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