Staged Knowledge Distillation for End-to-End Dysarthric Speech Recognition and Speech Attribute Transcription

Mapping Intimacies ◽

10.21437/interspeech.2020-1755 ◽

2020 ◽

Author(s):

Yuqin Lin ◽

Longbiao Wang ◽

Sheng Li ◽

Jianwu Dang ◽

Chenchen Ding

Keyword(s):

Speech Recognition ◽

Knowledge Distillation ◽

Dysarthric Speech ◽

Download Full-text

TutorNet: Towards Flexible Knowledge Distillation for End-to-End Speech Recognition

IEEE/ACM Transactions on Audio Speech and Language Processing ◽

10.1109/taslp.2021.3071662 ◽

2021 ◽

pp. 1-1

Author(s):

Ji Won Yoon ◽

Hyeonseung Lee ◽

Hyung Yong Kim ◽

Won Ik Cho ◽

Nam Soo Kim

Keyword(s):

Speech Recognition ◽

Knowledge Distillation ◽

Flexible Knowledge

Download Full-text

Improved End-to-End Dysarthric Speech Recognition via Meta-learning Based Model Re-initialization

2021 12th International Symposium on Chinese Spoken Language Processing (ISCSLP) ◽

10.1109/iscslp49672.2021.9362068 ◽

2021 ◽

Author(s):

Disong Wang ◽

Jianwei Yu ◽

Xixin Wu ◽

Lifa Sun ◽

Xunying Liu ◽

...

Keyword(s):

Speech Recognition ◽

Meta Learning ◽

Dysarthric Speech ◽

Download Full-text

Improved Knowledge Distillation from Bi-Directional to Uni-Directional LSTM CTC for End-to-End Speech Recognition

2018 IEEE Spoken Language Technology Workshop (SLT) ◽

10.1109/slt.2018.8639629 ◽

2018 ◽

Author(s):

Gakuto Kurata ◽

Kartik Audhkhasi

Keyword(s):

Speech Recognition ◽

Knowledge Distillation ◽

Download Full-text

End-To-End Voice Conversion Via Cross-Modal Knowledge Distillation for Dysarthric Speech Reconstruction

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp40776.2020.9054596 ◽

2020 ◽

Author(s):

Disong Wang ◽

Jianwei Yu ◽

Xixin Wu ◽

Songxiang Liu ◽

Lifa Sun ◽

...

Keyword(s):

Voice Conversion ◽

Knowledge Distillation ◽

Dysarthric Speech ◽

Speech Reconstruction

Download Full-text

Knowledge Distillation from Offline to Streaming RNN Transducer for End-to-End Speech Recognition

10.21437/interspeech.2020-2442 ◽

2020 ◽

Author(s):

Gakuto Kurata ◽

George Saon

Keyword(s):

Speech Recognition ◽

Knowledge Distillation ◽

Download Full-text

Knowledge Distillation from Multilingual and Monolingual Teachers for End-to-End Multilingual Speech Recognition

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

10.1109/apsipaasc47483.2019.9023203 ◽

2019 ◽

Author(s):

Jingyi Xu ◽

Junfeng Hou ◽

Yan Song ◽

Wu Guo ◽

Lirong Dai

Keyword(s):

Speech Recognition ◽

Monolingual Teachers ◽

Knowledge Distillation ◽

Multilingual Speech Recognition ◽

Download Full-text

End-to-end Dysarthric Speech Recognition Using Multiple Databases

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

10.1109/icassp.2019.8683803 ◽

2019 ◽

Author(s):

Yuki Takashima ◽

Tetsuya Takiguchi ◽

Yasuo Ariki

Keyword(s):

Speech Recognition ◽

Dysarthric Speech ◽

Download Full-text

Selective Adaptation of End-to-End Speech Recognition using Hybrid CTC/Attention Architecture for Noise Robustness

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287836 ◽

2021 ◽

Author(s):

Cong-Thanh Do ◽

Shucong Zhang ◽

Thomas Hain

Keyword(s):

Speech Recognition ◽

Selective Adaptation ◽

Noise Robustness ◽

Download Full-text

Dysarthric Speech Recognition Using Kullback-Leibler Divergence-Based Hidden Markov Model

10.21437/interspeech.2016-776 ◽

2016 ◽

Author(s):

Myungjong Kim ◽

Jun Wang ◽

Hoirin Kim

Keyword(s):

Speech Recognition ◽

Markov Model ◽

Hidden Markov Model ◽

Hidden Markov ◽

Leibler Divergence ◽

Dysarthric Speech

Download Full-text

Improving Attention Based Sequence-to-Sequence Models for End-to-End English Conversational Speech Recognition

10.21437/interspeech.2018-1030 ◽

2018 ◽

Author(s):

Chao Weng ◽

Jia Cui ◽

Guangsen Wang ◽

Jun Wang ◽

Chengzhu Yu ◽

...

Keyword(s):

Speech Recognition ◽

Conversational Speech ◽

Download Full-text