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UniSpeech at scale: An Empirical Study of Pre-training Method on Large-Scale Speech Recognition Dataset


Jul 12, 2021
Chengyi Wang, Yu Wu, Shujie Liu, Jinyu Li, Yao Qian, Kenichi Kumatani, Furu Wei


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Dynamic Gradient Aggregation for Federated Domain Adaptation


Jun 14, 2021
Dimitrios Dimitriadis, Kenichi Kumatani, Robert Gmyr, Yashesh Gaur, Sefik Emre Eskimez

* arXiv admin note: substantial text overlap with arXiv:2008.02452 

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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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