Multi-Task Learning in Deep Neural Networks for Mandarin-English Code-Mixing Speech Recognition

Mengzhe CHEN; Jielin PAN; Qingwei ZHAO; Yonghong YAN

doi:10.1587/transinf.2016sll0004

Multi-Task Learning in Deep Neural Networks for Mandarin-English Code-Mixing Speech Recognition

IEICE Transactions on Information and Systems ◽

10.1587/transinf.2016sll0004 ◽

2016 ◽

Vol E99.D (10) ◽

pp. 2554-2557 ◽

Cited By ~ 3

Author(s):

Mengzhe CHEN ◽

Jielin PAN ◽

Qingwei ZHAO ◽

Yonghong YAN

Keyword(s):

Neural Networks ◽

Speech Recognition ◽

Deep Neural Networks ◽

Task Learning ◽

Code Mixing

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Joint acoustic modeling of triphones and trigraphemes by multi-task learning deep neural networks for low-resource speech recognition

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2014.6854673 ◽

2014 ◽

Cited By ~ 27

Author(s):

Dongpeng Chen ◽

Brian Mak ◽

Cheung-Chi Leung ◽

Sunil Sivadas

Keyword(s):

Neural Networks ◽

Speech Recognition ◽

Deep Neural Networks ◽

Acoustic Modeling ◽

Low Resource ◽

Task Learning

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Adversarial Multi-Task Learning of Deep Neural Networks for Robust Speech Recognition

10.21437/interspeech.2016-879 ◽

2016 ◽

Cited By ~ 37

Author(s):

Yusuke Shinohara

Keyword(s):

Neural Networks ◽

Speech Recognition ◽

Deep Neural Networks ◽

Robust Speech Recognition ◽

Task Learning

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Multi-task learning deep neural networks for automatic speech recognition

10.14711/thesis-b1514768 ◽

2015 ◽

Author(s):

Dongpeng Chen

Keyword(s):

Neural Networks ◽

Speech Recognition ◽

Automatic Speech Recognition ◽

Deep Neural Networks ◽

Task Learning

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Multi-task Learning of Deep Neural Networks for Low-resource Speech Recognition

IEEE/ACM Transactions on Audio Speech and Language Processing ◽

10.1109/taslp.2015.2422573 ◽

2015 ◽

pp. 1-1 ◽

Cited By ~ 12

Author(s):

Dongpeng Chen ◽

Brian Mak

Keyword(s):

Neural Networks ◽

Speech Recognition ◽

Deep Neural Networks ◽

Low Resource ◽

Task Learning

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Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home

10.21437/interspeech.2017-1510 ◽

2017 ◽

Cited By ~ 35

Author(s):

Chanwoo Kim ◽

Ananya Misra ◽

Kean Chin ◽

Thad Hughes ◽

Arun Narayanan ◽

...

Keyword(s):

Neural Networks ◽

Speech Recognition ◽

Large Scale ◽

Deep Neural Networks ◽

Far Field

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Exploiting Depth and Highway Connections in Convolutional Recurrent Deep Neural Networks for Speech Recognition

10.21437/interspeech.2016-515 ◽

2016 ◽

Cited By ~ 4

Author(s):

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Yu Zhang ◽

Ann Lee ◽

James Glass

Keyword(s):

Neural Networks ◽

Speech Recognition ◽

Deep Neural Networks

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Improving Large Vocabulary Urdu Speech Recognition System Using Deep Neural Networks

10.21437/interspeech.2019-2629 ◽

2019 ◽

Cited By ~ 2

Author(s):

Muhammad Umar Farooq ◽

Farah Adeeba ◽

Sahar Rauf ◽

Sarmad Hussain

Keyword(s):

Neural Networks ◽

Speech Recognition ◽

Deep Neural Networks ◽

Recognition System ◽

Speech Recognition System ◽

Large Vocabulary

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Improving deep neural networks based multi-accent Mandarin speech recognition using i-vectors and accent-specific top layer

10.21437/interspeech.2015-718 ◽

2015 ◽

Author(s):

Mingming Chen ◽

Zhanlei Yang ◽

Jizhong Liang ◽

Yanpeng Li ◽

Wenju Liu

Keyword(s):

Neural Networks ◽

Speech Recognition ◽

Deep Neural Networks ◽

Mandarin Speech Recognition

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Power, Performance, and Area Benefit of Monolithic 3D ICs for On-Chip Deep Neural Networks Targeting Speech Recognition

ACM Journal on Emerging Technologies in Computing Systems ◽

10.1145/3273956 ◽

2018 ◽

Vol 14 (4) ◽

pp. 1-19

Author(s):

Kyungwook Chang ◽

Deepak Kadetotad ◽

Yu Cao ◽

Jae-Sun Seo ◽

Sung Kyu Lim

Keyword(s):

Neural Networks ◽

Speech Recognition ◽

Deep Neural Networks ◽

Power Performance ◽

3D Ics ◽

On Chip

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Multi-task learning of deep neural networks for joint automatic speaker verification and spoofing detection

2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) ◽

10.1109/apsipaasc47483.2019.9023289 ◽

2019 ◽

Author(s):

Jiakang Li ◽

Meng Sun ◽

Xiongwei Zhang

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Speaker Verification ◽

Task Learning ◽

Spoofing Detection

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