Speaker Adaptive Training of Deep Neural Network Acoustic Models Using I-Vectors

IEEE/ACM Transactions on Audio Speech and Language Processing ◽

10.1109/taslp.2015.2457612 ◽

2015 ◽

Vol 23 (11) ◽

pp. 1938-1949 ◽

Author(s):

Yajie Miao ◽

Hao Zhang ◽

Florian Metze

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Adaptive Training ◽

Acoustic Models

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Improving robustness of deep neural network acoustic models via speech separation and joint adaptive training

IEEE/ACM Transactions on Audio Speech and Language Processing ◽

10.1109/taslp.2014.2372314 ◽

2014 ◽

pp. 1-1 ◽

Author(s):

Arun Narayanan ◽

DeLiang Wang

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Speech Separation ◽

Adaptive Training ◽

Acoustic Models

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Towards speaker adaptive training of deep neural network acoustic models

10.21437/interspeech.2014-490 ◽

2014 ◽

Author(s):

Yajie Miao ◽

Hao Zhang ◽

Florian Metze

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Adaptive Training ◽

Acoustic Models

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Noise Robust Automatic Scoring Based on Deep Neural Network Acoustic Models with Lattice-Free MMI and Factorized Adaptation

Mobile Networks and Applications ◽

10.1007/s11036-021-01878-3 ◽

2021 ◽

Author(s):

Dean Luo ◽

Linzhong Xia ◽

Mingxiang Guan

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Acoustic Models ◽

Noise Robust ◽

Automatic Scoring

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Semi-supervised maximum mutual information training of deep neural network acoustic models

10.21437/interspeech.2015-561 ◽

2015 ◽

Author(s):

Vimal Manohar ◽

Daniel Povey ◽

Sanjeev Khudanpur

Keyword(s):

Neural Network ◽

Mutual Information ◽

Deep Neural Network ◽

Acoustic Models ◽

Maximum Mutual Information

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Ensemble speaker modeling using speaker adaptive training deep neural network for speaker adaptation

10.21437/interspeech.2015-608 ◽

2015 ◽

Author(s):

Sheng Li ◽

Xugang Lu ◽

Yuya Akita ◽

Tatsuya Kawahara

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Adaptive Training ◽

Speaker Modeling

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Scalable minimum Bayes risk training of deep neural network acoustic models using distributed hessian-free optimization

10.21437/interspeech.2012-3 ◽

2012 ◽

Author(s):

Brian Kingsbury ◽

Tara N. Sainath ◽

Hagen Soltau

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Acoustic Models ◽

Minimum Bayes Risk

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Improving deep neural network acoustic models using generalized maxout networks

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

10.1109/icassp.2014.6853589 ◽

2014 ◽

Author(s):

Xiaohui Zhang ◽

Jan Trmal ◽

Daniel Povey ◽

Sanjeev Khudanpur

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Acoustic Models

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Cluster adaptive training for deep neural network

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

10.1109/icassp.2015.7178787 ◽

2015 ◽

Author(s):

Tian Tan ◽

Yanmin Qian ◽

Maofan Yin ◽

Yimeng Zhuang ◽

Kai Yu

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Adaptive Training

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Discriminatively trained joint speaker and environment representations for adaptation of deep neural network acoustic models

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2016.7472642 ◽

2016 ◽

Author(s):

Maofan Yin ◽

Sunil Sivadas ◽

Kai Yu ◽

Bin Ma

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Acoustic Models

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Exploring GMM-derived Features for Unsupervised Adaptation of Deep Neural Network Acoustic Models

Speech and Computer - Lecture Notes in Computer Science ◽

10.1007/978-3-319-43958-7_36 ◽

2016 ◽

pp. 304-311 ◽

Author(s):

Natalia Tomashenko ◽

Yuri Khokhlov ◽

Anthony Larcher ◽

Yannick Estève

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Acoustic Models

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