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Bayesian Neural Network Language Modeling for Speech Recognition


Aug 28, 2022
Boyang Xue, Shoukang Hu, Junhao Xu, Mengzhe Geng, Xunying Liu, Helen Meng


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Confidence Score Based Conformer Speaker Adaptation for Speech Recognition


Jun 24, 2022
Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Mengzhe Geng, Guinan Li, Xunying Liu, Helen Meng

* It's accepted to INTERSPEECH 2022. arXiv admin note: text overlap with arXiv:2206.11596 

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Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection


Jun 23, 2022
Tianzi Wang, Jiajun Deng, Mengzhe Geng, Zi Ye, Shoukang Hu, Yi Wang, Mingyu Cui, Zengrui Jin, Xunying Liu, Helen Meng

* 5 pages, 1 figure, accepted by INTERSPEECH 2022 

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Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems


Jun 23, 2022
Mingyu Cui, Jiajun Deng, Shoukang Hu, Xurong Xie, Tianzi Wang, Shujie Hu, Mengzhe Geng, Boyang Xue, Xunying Liu, Helen Meng

* It' s accepted to ISCA 2022 

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Exploiting Cross-domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition


Jun 15, 2022
Shujie Hu, Xurong Xie, Mengzhe Geng, Mingyu Cui, Jiajun Deng, Tianzi Wang, Xunying Liu, Helen Meng

* arXiv admin note: text overlap with arXiv:2203.10274 

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Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition


May 17, 2022
Zengrui Jin, Mengzhe Geng, Jiajun Deng, Tianzi Wang, Shujie Hu, Guinan Li, Xunying Liu

* arXiv admin note: text overlap with arXiv:2202.10290 

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On-the-fly Feature Based Speaker Adaptation for Dysarthric and Elderly Speech Recognition


Apr 05, 2022
Mengzhe Geng, Xurong Xie, Rongfeng Su, Jianwei Yu, Zi Ye, Xunying Liu, Helen Meng

* In submission to Interspeech 2022 

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Exploiting Cross Domain Acoustic-to-articulatory Inverted Features For Disordered Speech Recognition


Mar 19, 2022
Shujie Hu, Shansong Liu, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shoukang Hu, Mingyu Cui, Xunying Liu, Helen Meng

* accepted by ICASSP 2022 

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Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition


Mar 17, 2022
Mengzhe Geng, Xurong Xie, Zi Ye, Tianzi Wang, Guinan Li, Shujie Hu, Xunying Liu, Helen Meng

* In submission to IEEE/ACM Transactions on Audio Speech and Language Processing 

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