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Aswin Shanmugam Subramanian

An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition


Oct 09, 2021
Xuankai Chang, Takashi Maekaku, Pengcheng Guo, Jing Shi, Yen-Ju Lu, Aswin Shanmugam Subramanian, Tianzi Wang, Shu-wen Yang, Yu Tsao, Hung-yi Lee, Shinji Watanabe

* To appear in ASRU2021 

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Deep Learning based Multi-Source Localization with Source Splitting and its Effectiveness in Multi-Talker Speech Recognition


Feb 16, 2021
Aswin Shanmugam Subramanian, Chao Weng, Shinji Watanabe, Meng Yu, Dong Yu

* Submitted to Computer Speech & Language 

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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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Directional ASR: A New Paradigm for E2E Multi-Speaker Speech Recognition with Source Localization


Oct 30, 2020
Aswin Shanmugam Subramanian, Chao Weng, Shinji Watanabe, Meng Yu, Yong Xu, Shi-Xiong Zhang, Dong Yu

* submitted to ICASSP 2021 

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CHiME-6 Challenge:Tackling Multispeaker Speech Recognition for Unsegmented Recordings


May 02, 2020
Shinji Watanabe, Michael Mandel, Jon Barker, Emmanuel Vincent, Ashish Arora, Xuankai Chang, Sanjeev Khudanpur, Vimal Manohar, Daniel Povey, Desh Raj, David Snyder, Aswin Shanmugam Subramanian, Jan Trmal, Bar Ben Yair, Christoph Boeddeker, Zhaoheng Ni, Yusuke Fujita, Shota Horiguchi, Naoyuki Kanda, Takuya Yoshioka, Neville Ryant


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An Investigation of End-to-End Multichannel Speech Recognition for Reverberant and Mismatch Conditions


Apr 28, 2019
Aswin Shanmugam Subramanian, Xiaofei Wang, Shinji Watanabe, Toru Taniguchi, Dung Tran, Yuya Fujita


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Building state-of-the-art distant speech recognition using the CHiME-4 challenge with a setup of speech enhancement baseline


Mar 27, 2018
Szu-Jui Chen, Aswin Shanmugam Subramanian, Hainan Xu, Shinji Watanabe

* Submitted for Interspeech 2018 

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