Improved BLSTM RNN Based Accent Speech Recognition Using Multi-task Learning and Accent Embeddings

Proceedings of the 2020 2nd International Conference on Image, Video and Signal Processing ◽

10.1145/3388818.3389159 ◽

2020 ◽

Author(s):

Wenbi Rao ◽

Ji Zhang ◽

Jianwei Wu

Keyword(s):

Speech Recognition ◽

Task Learning

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Multi-Task Learning Using Mismatched Transcription for Under-Resourced Speech Recognition

10.21437/interspeech.2017-788 ◽

2017 ◽

Cited By ~ 2

Author(s):

Van Hai Do ◽

Nancy F. Chen ◽

Boon Pang Lim ◽

Mark Hasegawa-Johnson

Keyword(s):

Speech Recognition ◽

Task Learning

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Improved Accented Speech Recognition Using Accent Embeddings and Multi-task Learning

10.21437/interspeech.2018-1864 ◽

2018 ◽

Cited By ~ 9

Author(s):

Abhinav Jain ◽

Minali Upreti ◽

Preethi Jyothi

Keyword(s):

Speech Recognition ◽

Accented Speech ◽

Task Learning

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To Reverse the Gradient or Not: an Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2019.8682468 ◽

2019 ◽

Cited By ~ 3

Author(s):

Yossi Adi ◽

Neil Zeghidour ◽

Ronan Collobert ◽

Nicolas Usunier ◽

Vitaliy Liptchinsky ◽

...

Keyword(s):

Speech Recognition ◽

Empirical Comparison ◽

Task Learning

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Speaker-aware long short-term memory multi-task learning for speech recognition

2016 24th European Signal Processing Conference (EUSIPCO) ◽

10.1109/eusipco.2016.7760581 ◽

2016 ◽

Cited By ~ 7

Author(s):

Gueorgui Pironkov ◽

Stephane Dupont ◽

Thierry Dutoit

Keyword(s):

Speech Recognition ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Task Learning ◽

Long Short Term Memory

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Age-Invariant Training for End-to-End Child Speech Recognition Using Adversarial Multi-Task Learning

10.21437/interspeech.2021-1241 ◽

2021 ◽

Author(s):

Lars Rumberg ◽

Hanna Ehlert ◽

Ulrike Lüdtke ◽

Jörn Ostermann

Keyword(s):

Speech Recognition ◽

Task Learning ◽

Child Speech ◽

End To End

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Multi-task Learning in Prediction and Correction for Low Resource Speech Recognition

Communications in Computer and Information Science - Man-Machine Speech Communication ◽

10.1007/978-981-10-8111-8_8 ◽

2018 ◽

pp. 80-88

Author(s):

Danish Bukhari ◽

Jiangyan Yi ◽

Zhengqi Wen ◽

Bin Liu ◽

Jianhua Tao

Keyword(s):

Speech Recognition ◽

Low Resource ◽

Task Learning

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Joint CTC-attention based end-to-end speech recognition using multi-task learning

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2017.7953075 ◽

2017 ◽

Cited By ~ 99

Author(s):

Suyoun Kim ◽

Takaaki Hori ◽

Shinji Watanabe

Keyword(s):

Speech Recognition ◽

Task Learning ◽

End To End

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Multi-Objective Multi-Task Learning on RNNLM for Speech Recognition

2018 IEEE Spoken Language Technology Workshop (SLT) ◽

10.1109/slt.2018.8639649 ◽

2018 ◽

Author(s):

Minguang Song ◽

Yunxin Zhao ◽

Shaojun Wang

Keyword(s):

Speech Recognition ◽

Multi Objective ◽

Task Learning

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Speaker-aware Multi-Task Learning for automatic speech recognition

2016 23rd International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr.2016.7900077 ◽

2016 ◽

Cited By ~ 2

Author(s):

Gueorgui Pironkov ◽

Stephane Dupont ◽

Thierry Dutoit

Keyword(s):

Speech Recognition ◽

Automatic Speech Recognition ◽

Task Learning

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Improving speech recognition in reverberation using a room-aware deep neural network and multi-task learning

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2015.7178925 ◽

2015 ◽

Cited By ~ 29

Author(s):

Ritwik Giri ◽

Michael L. Seltzer ◽

Jasha Droppo ◽

Dong Yu

Keyword(s):

Neural Network ◽

Speech Recognition ◽

Deep Neural Network ◽

Task Learning

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