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UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data

Jan 19, 2021
Chengyi Wang, Yu Wu, Yao Qian, Kenichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang

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Federated Transfer Learning with Dynamic Gradient Aggregation

Aug 06, 2020
Dimitrios Dimitriadis, Kenichi Kumatani, Robert Gmyr, Yashesh Gaur, Sefik Emre Eskimez

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Robust Multi-channel Speech Recognition using Frequency Aligned Network

Feb 06, 2020
Taejin Park, Kenichi Kumatani, Minhua Wu, Shiva Sundaram

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Fully Learnable Front-End for Multi-Channel Acoustic Modeling using Semi-Supervised Learning

Feb 01, 2020
Sanna Wager, Aparna Khare, Minhua Wu, Kenichi Kumatani, Shiva Sundaram

* To appear in ICASSP 2020 

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Improving noise robustness of automatic speech recognition via parallel data and teacher-student learning

Jan 11, 2019
Ladislav Mošner, Minhua Wu, Anirudh Raju, Sree Hari Krishnan Parthasarathi, Kenichi Kumatani, Shiva Sundaram, Roland Maas, Björn Hoffmeister

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