Toward domain-invariant speech recognition via large scale training

Toward domain-invariant speech recognition via large scale training

16 August 2018

Anshuman Tripathi

Mohamed G. Elfeky

Trevor Strohman

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Papers citing "Toward domain-invariant speech recognition via large scale training"

17 / 67 papers shown

Title
RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions Chung-Cheng Chiu A. Narayanan Wei Han Rohit Prabhavalkar Yu Zhang ... Ruoming Pang Tara N. Sainath Patrick Nguyen Liangliang Cao Yonghui Wu 352 44 0 07 May 2020
Deliberation Model Based Two-Pass End-to-End Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Ke Hu Tara N. Sainath Ruoming Pang Rohit Prabhavalkar 198 94 0 17 Mar 2020
Toward Cross-Domain Speech Recognition with End-to-End Models T. Nguyen Sebastian Stüker A. Waibel 98 7 0 09 Mar 2020
Multi-channel Acoustic Modeling using Mixed Bitrate OPUS Compression Aparna Khare Shiva Sundaram Minhua Wu 98 3 0 01 Feb 2020
power-law nonlinearity with maximally uniform distribution criterion for improved neural network training in automatic speech recognitionAutomatic Speech Recognition & Understanding (ASRU), 2019 Chanwoo Kim Mehul Kumar Kwangyoun Kim Dhananjaya N. Gowda 117 9 0 22 Dec 2019
end-to-end training of a large vocabulary end-to-end speech recognition systemAutomatic Speech Recognition & Understanding (ASRU), 2019 Chanwoo Kim Sungsoo Kim Kwangyoun Kim Mehul Kumar Jiyeon Kim ... Eunhyang Kim Minkyoo Shin Shatrughan Singh Larry Heck Dhananjaya N. Gowda 125 27 0 22 Dec 2019
SpecAugment on Large Scale DatasetsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Daniel S. Park Yu Zhang Chung-Cheng Chiu Youzheng Chen Yue Liu William Chan Quoc V. Le Yonghui Wu 163 153 0 11 Dec 2019
A comparison of end-to-end models for long-form speech recognitionAutomatic Speech Recognition & Understanding (ASRU), 2019 Chung-Cheng Chiu Wei Han Yu Zhang Ruoming Pang S. Kishchenko ... Anjuli Kannan Rohit Prabhavalkar Zhiwen Chen Tara N. Sainath Yonghui Wu AuLLM 196 90 0 06 Nov 2019
Recognizing long-form speech using streaming end-to-end modelsAutomatic Speech Recognition & Understanding (ASRU), 2019 A. Narayanan Rohit Prabhavalkar Chung-Cheng Chiu David Rybach Tara N. Sainath Trevor Strohman 152 135 0 24 Oct 2019
Optimizing Speech Recognition For The Edge Yuan Shangguan Jian Li Qiao Liang R. Álvarez Ian McGraw 186 64 0 26 Sep 2019
An Investigation Into On-device Personalization of End-to-end Automatic Speech Recognition ModelsInterspeech (Interspeech), 2019 K. Sim P. Zadrazil F. Beaufays 149 62 0 14 Sep 2019
SAO WMT19 Test Suite: Machine Translation of Audit ReportsConference on Machine Translation (WMT), 2019 Tereza Vojtechová M. Novák Milos Kloucek Ondrej Bojar 44 20 0 04 Sep 2019
A Speech Test Set of Practice Business Presentations with Additional Relevant TextsInternational Conference on Statistical Language and Speech Processing (ICSLSP), 2019 Dominik Machácek J. Kratochvíl Tereza Vojtechová Ondrej Bojar 68 9 0 02 Aug 2019
Teach an all-rounder with experts in different domainsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Zhao You Jane Polak Scowcroft Dong Yu 95 7 0 09 Jul 2019
Deep Learning for Audio Signal ProcessingIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2019 Hendrik Purwins Yue Liu Maria Sandsten Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 351 668 0 30 Apr 2019
Bridging the Gap Between Monaural Speech Enhancement and Recognition with Distortion-Independent Acoustic Modeling Peidong Wang Ke Tan DeLiang Wang 198 68 0 11 Mar 2019
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 728 5,010 0 17 Feb 2017