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2020 – today
- 2024
[j8]Shujie Hu
, Xurong Xie, Mengzhe Geng, Zengrui Jin, Jiajun Deng, Guinan Li, Yi Wang, Mingyu Cui, Tianzi Wang, Helen Meng, Xunying Liu:
Self-Supervised ASR Models and Features for Dysarthric and Elderly Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 32: 3561-3575 (2024)- [c36]Zengrui Jin, Xurong Xie, Tianzi Wang, Mengzhe Geng, Jiajun Deng, Guinan Li, Shujie Hu, Xunying Liu:
Towards Automatic Data Augmentation for Disordered Speech Recognition. ICASSP 2024: 10626-10630 - [c35]Jiajun Deng, Xurong Xie, Guinan Li, Mingyu Cui, Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Zhaoqing Li, Xunying Liu:
Towards High-Performance and Low-Latency Feature-Based Speaker Adaptation of Conformer Speech Recognition Systems. ICASSP 2024: 10976-10980 - [i27]Yicong Jiang, Tianzi Wang, Xurong Xie, Juan Liu, Wei Sun, Nan Yan, Hui Chen, Lan Wang, Xunying Liu, Feng Tian:
Perceiver-Prompt: Flexible Speaker Adaptation in Whisper for Chinese Disordered Speech Recognition. CoRR abs/2406.09873 (2024) - [i26]Tianzi Wang, Xurong Xie, Zhaoqing Li, Shoukang Hu, Zengrui Jing, Jiajun Deng, Mingyu Cui, Shujie Hu, Mengzhe Geng, Guinan Li, Helen Meng, Xunying Liu:
Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask. CoRR abs/2406.10034 (2024) - [i25]Guinan Li, Jiajun Deng, Youjun Chen, Mengzhe Geng, Shujie Hu, Zhe Li, Zengrui Jin, Tianzi Wang, Xurong Xie, Helen Meng, Xunying Liu:
Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition. CoRR abs/2406.10152 (2024) - [i24]Mengzhe Geng, Xurong Xie, Jiajun Deng, Zengrui Jin, Guinan Li, Tianzi Wang, Shujie Hu, Zhaoqing Li, Helen Meng, Xunying Liu:
Homogeneous Speaker Features for On-the-Fly Dysarthric and Elderly Speaker Adaptation. CoRR abs/2407.06310 (2024) - [i23]Shujie Hu, Xurong Xie, Mengzhe Geng, Zengrui Jin, Jiajun Deng, Guinan Li, Yi Wang, Mingyu Cui, Tianzi Wang, Helen Meng, Xunying Liu:
Self-supervised ASR Models and Features For Dysarthric and Elderly Speech Recognition. CoRR abs/2407.13782 (2024) - 2023
- [j7]Tianqi Wang, Xu Xu, Xurong Xie, Manwa Lawrence Ng:
Probing Lexical Ambiguity in Chinese Characters via Their Word Formations: Convergence of Perceived and Computed Metrics. Cogn. Sci. 47(11) (2023) - [j6]Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Guinan Li, Shujie Hu, Xunying Liu:
Confidence Score Based Speaker Adaptation of Conformer Speech Recognition Systems. IEEE ACM Trans. Audio Speech Lang. Process. 31: 1175-1190 (2023) - [c34]Xiaolan Peng, Xurong Xie, Jin Huang, Chutian Jiang, Haonian Wang, Alena Denisova, Hui Chen, Feng Tian, Hongan Wang:
ChallengeDetect: Investigating the Potential of Detecting In-Game Challenge Experience from Physiological Measures. CHI 2023: 587:1-587:29 - [c33]Shujie Hu, Xurong Xie, Zengrui Jin, Mengzhe Geng, Yi Wang, Mingyu Cui, Jiajun Deng, Xunying Liu, Helen Meng:
Exploring Self-Supervised Pre-Trained ASR Models for Dysarthric and Elderly Speech Recognition. ICASSP 2023: 1-5 - [c32]Zengrui Jin, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shujie Hu, Jiajun Deng, Guinan Li, Xunying Liu:
Adversarial Data Augmentation Using VAE-GAN for Disordered Speech Recognition. ICASSP 2023: 1-5 - [c31]Xurong Xie, Xunying Liu, Hui Chen, Hongan Wang:
Unsupervised Model-Based Speaker Adaptation of End-To-End Lattice-Free MMI Model for Speech Recognition. ICASSP 2023: 1-5 - [c30]Mengzhe Geng, Xurong Xie, Rongfeng Su, Jianwei Yu, Zengrui Jin, Tianzi Wang, Shujie Hu, Zi Ye, Helen Meng, Xunying Liu:
On-the-Fly Feature Based Rapid Speaker Adaptation for Dysarthric and Elderly Speech Recognition. INTERSPEECH 2023: 1753-1757 - [c29]Shujie Hu, Xurong Xie, Mengzhe Geng, Mingyu Cui, Jiajun Deng, Guinan Li, Tianzi Wang, Helen Meng, Xunying Liu:
Exploiting Cross-Domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition. INTERSPEECH 2023: 2313-2317 - [c28]Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Jiajun Deng, Mingyu Cui, Guinan Li, Jianwei Yu, Xurong Xie, Xunying Liu:
Use of Speech Impairment Severity for Dysarthric Speech Recognition. INTERSPEECH 2023: 2328-2332 - [c27]Jiajun Deng, Guinan Li, Xurong Xie, Zengrui Jin, Mingyu Cui, Tianzi Wang, Shujie Hu, Mengzhe Geng, Xunying Liu:
Factorised Speaker-environment Adaptive Training of Conformer Speech Recognition Systems. INTERSPEECH 2023: 3342-3346 - [i22]Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Guinan Li, Shujie Hu, Xunying Liu:
Confidence Score Based Speaker Adaptation of Conformer Speech Recognition Systems. CoRR abs/2302.07521 (2023) - [i21]Shujie Hu, Xurong Xie, Zengrui Jin, Mengzhe Geng, Yi Wang, Mingyu Cui, Jiajun Deng, Xunying Liu, Helen Meng:
Exploring Self-supervised Pre-trained ASR Models For Dysarthric and Elderly Speech Recognition. CoRR abs/2302.14564 (2023) - [i20]Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Jiajun Deng, Mingyu Cui, Guinan Li, Jianwei Yu, Xurong Xie, Xunying Liu:
Use of Speech Impairment Severity for Dysarthric Speech Recognition. CoRR abs/2305.10659 (2023) - [i19]Jiajun Deng, Guinan Li, Xurong Xie, Zengrui Jin, Mingyu Cui, Tianzi Wang, Shujie Hu, Mengzhe Geng, Xunying Liu:
Factorised Speaker-environment Adaptive Training of Conformer Speech Recognition Systems. CoRR abs/2306.14608 (2023) - [i18]Zengrui Jin, Xurong Xie, Tianzi Wang, Mengzhe Geng, Jiajun Deng, Guinan Li, Shujie Hu, Xunying Liu:
Towards Automatic Data Augmentation for Disordered Speech Recognition. CoRR abs/2312.08641 (2023) - 2022
- [j5]Shoukang Hu, Xurong Xie, Mingyu Cui, Jiajun Deng, Shansong Liu, Jianwei Yu, Mengzhe Geng, Xunying Liu, Helen Meng:
Neural Architecture Search for LF-MMI Trained Time Delay Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1093-1107 (2022) - [j4]Mengzhe Geng, Xurong Xie, Zi Ye, Tianzi Wang, Guinan Li, Shujie Hu, Xunying Liu, Helen Meng:
Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2597-2611 (2022) - [c26]Xiaolan Peng, Chenyu Meng, Xurong Xie, Jin Huang, Hui Chen, Hongan Wang:
Detecting challenge from physiological signals: A primary study with a typical game scenario. CHI Extended Abstracts 2022: 424:1-424:7 - [c25]Shujie Hu, Shansong Liu, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shoukang Hu, Mingyu Cui, Xunying Liu, Helen Meng:
Exploiting Cross Domain Acoustic-to-Articulatory Inverted Features for Disordered Speech Recognition. ICASSP 2022: 6747-6751 - [c24]Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Mengzhe Geng, Guinan Li, Xunying Liu, Helen Meng:
Confidence Score Based Conformer Speaker Adaptation for Speech Recognition. INTERSPEECH 2022: 2623-2627 - [c23]Mingyu Cui, Jiajun Deng, Shoukang Hu, Xurong Xie, Tianzi Wang, Shujie Hu, Mengzhe Geng, Boyang Xue, Xunying Liu, Helen Meng:
Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems. INTERSPEECH 2022: 3158-3162 - [c22]Jin Li, Rongfeng Su, Xurong Xie, Lan Wang, Nan Yan:
A Multi-level Acoustic Feature Extraction Framework for Transformer Based End-to-End Speech Recognition. INTERSPEECH 2022: 3173-3177 - [i17]Shoukang Hu, Xurong Xie, Mingyu Cui, Jiajun Deng, Shansong Liu, Jianwei Yu, Mengzhe Geng, Xunying Liu, Helen Meng:
Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks. CoRR abs/2201.03943 (2022) - [i16]Mengzhe Geng, Shansong Liu, Jianwei Yu, Xurong Xie, Shoukang Hu, Zi Ye, Zengrui Jin, Xunying Liu, Helen Meng:
Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition. CoRR abs/2201.05554 (2022) - [i15]Mengzhe Geng, Xurong Xie, Shansong Liu, Jianwei Yu, Shoukang Hu, Xunying Liu, Helen Meng:
Investigation of Data Augmentation Techniques for Disordered Speech Recognition. CoRR abs/2201.05562 (2022) - [i14]Shansong Liu, Mengzhe Geng, Shoukang Hu, Xurong Xie, Mingyu Cui, Jianwei Yu, Xunying Liu, Helen Meng:
Recent Progress in the CUHK Dysarthric Speech Recognition System. CoRR abs/2201.05845 (2022) - [i13]Xurong Xie, Rukiye Ruzi, Xunying Liu, Lan Wang:
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition. CoRR abs/2201.09422 (2022) - [i12]Xurong Xie, Xiang Sui, Xunying Liu, Lan Wang:
Investigation of Deep Neural Network Acoustic Modelling Approaches for Low Resource Accented Mandarin Speech Recognition. CoRR abs/2201.09432 (2022) - [i11]Mengzhe Geng, Xurong Xie, Zi Ye, Tianzi Wang, Guinan Li, Shujie Hu, Xunying Liu, Helen Meng:
Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition. CoRR abs/2202.10290 (2022) - [i10]Shujie Hu, Shansong Liu, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shoukang Hu, Mingyu Cui, Xunying Liu, Helen Meng:
Exploiting Cross Domain Acoustic-to-articulatory Inverted Features For Disordered Speech Recognition. CoRR abs/2203.10274 (2022) - [i9]Mengzhe Geng, Xurong Xie, Rongfeng Su, Jianwei Yu, Zi Ye, Xunying Liu, Helen Meng:
On-the-fly Feature Based Speaker Adaptation for Dysarthric and Elderly Speech Recognition. CoRR abs/2203.14593 (2022) - [i8]Shujie Hu, Xurong Xie, Mengzhe Geng, Mingyu Cui, Jiajun Deng, Tianzi Wang, Xunying Liu, Helen Meng:
Exploiting Cross-domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition. CoRR abs/2206.07327 (2022) - [i7]Mingyu Cui, Jiajun Deng, Shoukang Hu, Xurong Xie, Tianzi Wang, Shujie Hu, Mengzhe Geng, Boyang Xue, Xunying Liu, Helen Meng:
Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems. CoRR abs/2206.11596 (2022) - [i6]Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Mengzhe Geng, Guinan Li, Xunying Liu, Helen Meng:
Confidence Score Based Conformer Speaker Adaptation for Speech Recognition. CoRR abs/2206.12045 (2022) - [i5]Zengrui Jin, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shujie Hu, Jiajun Deng, Guinan Li, Xunying Liu:
Adversarial Data Augmentation Using VAE-GAN for Disordered Speech Recognition. CoRR abs/2211.01646 (2022) - [i4]Xurong Xie, Xunying Liu, Hui Chen, Hongan Wang:
Unsupervised Model-based speaker adaptation of end-to-end lattice-free MMI model for speech recognition. CoRR abs/2211.09313 (2022) - 2021
- [j3]Shoukang Hu, Xurong Xie, Shansong Liu, Jianwei Yu, Zi Ye, Mengzhe Geng, Xunying Liu, Helen Meng:
Bayesian Learning of LF-MMI Trained Time Delay Neural Networks for Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 29: 1514-1529 (2021) - [j2]Xurong Xie, Xunying Liu, Tan Lee, Lan Wang:
Bayesian Learning for Deep Neural Network Adaptation. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2096-2110 (2021) - [j1]Shansong Liu, Mengzhe Geng, Shoukang Hu, Xurong Xie, Mingyu Cui, Jianwei Yu, Xunying Liu, Helen Meng:
Recent Progress in the CUHK Dysarthric Speech Recognition System. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2267-2281 (2021) - [c21]Zi Ye, Shoukang Hu, Jinchao Li, Xurong Xie, Mengzhe Geng, Jianwei Yu, Junhao Xu, Boyang Xue, Shansong Liu, Xunying Liu, Helen Meng:
Development of the Cuhk Elderly Speech Recognition System for Neurocognitive Disorder Detection Using the Dementiabank Corpus. ICASSP 2021: 6433-6437 - [c20]Shoukang Hu, Xurong Xie, Shansong Liu, Mingyu Cui, Mengzhe Geng, Xunying Liu, Helen Meng:
Neural Architecture Search for LF-MMI Trained Time Delay Neural Networks. ICASSP 2021: 6758-6762 - [c19]Mengzhe Geng, Shansong Liu, Jianwei Yu, Xurong Xie, Shoukang Hu, Zi Ye, Zengrui Jin, Xunying Liu, Helen Meng:
Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition. Interspeech 2021: 4793-4797 - [c18]Zengrui Jin, Mengzhe Geng, Xurong Xie, Jianwei Yu, Shansong Liu, Xunying Liu, Helen Meng:
Adversarial Data Augmentation for Disordered Speech Recognition. Interspeech 2021: 4803-4807 - [c17]Xurong Xie, Rukiye Ruzi, Xunying Liu, Lan Wang:
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition. Interspeech 2021: 4808-4812 - [c16]Jiajun Deng, Fabian Ritter Gutierrez, Shoukang Hu, Mengzhe Geng, Xurong Xie, Zi Ye, Shansong Liu, Jianwei Yu, Xunying Liu, Helen Meng:
Bayesian Parametric and Architectural Domain Adaptation of LF-MMI Trained TDNNs for Elderly and Dysarthric Speech Recognition. Interspeech 2021: 4818-4822 - [c15]Haibin Liu, Xurong Xie, Rukiye Ruzi, Lan Wang, Nan Yan:
RE-RLTuner: A topic-based music generation method. RCAR 2021: 1139-1142 - [i3]Zengrui Jin, Mengzhe Geng, Xurong Xie, Jianwei Yu, Shansong Liu, Xunying Liu, Helen Meng:
Adversarial Data Augmentation for Disordered Speech Recognition. CoRR abs/2108.00899 (2021) - 2020
- [c14]Mengzhe Geng, Xurong Xie, Shansong Liu, Jianwei Yu, Shoukang Hu, Xunying Liu, Helen Meng:
Investigation of Data Augmentation Techniques for Disordered Speech Recognition. INTERSPEECH 2020: 696-700 - [c13]Shansong Liu, Xurong Xie, Jianwei Yu, Shoukang Hu, Mengzhe Geng, Rongfeng Su, Shi-Xiong Zhang, Xunying Liu, Helen Meng:
Exploiting Cross-Domain Visual Feature Generation for Disordered Speech Recognition. INTERSPEECH 2020: 711-715 - [i2]Shoukang Hu, Xurong Xie, Shansong Liu, Mengzhe Geng, Xunying Liu, Helen Meng:
Neural Architecture Search for Speech Recognition. CoRR abs/2007.08818 (2020) - [i1]Xurong Xie, Xunying Liu, Tan Lee, Lan Wang:
Bayesian Learning for Deep Neural Network Adaptation. CoRR abs/2012.07460 (2020)
2010 – 2019
- 2019
- [c12]Xurong Xie, Xunying Liu, Tan Lee, Shoukang Hu, Lan Wang:
BLHUC: Bayesian Learning of Hidden Unit Contributions for Deep Neural Network Speaker Adaptation. ICASSP 2019: 5711-5715 - [c11]Shoukang Hu, Max W. Y. Lam, Xurong Xie, Shansong Liu, Jianwei Yu, Xixin Wu, Xunying Liu, Helen Meng:
Bayesian and Gaussian Process Neural Networks for Large Vocabulary Continuous Speech Recognition. ICASSP 2019: 6555-6559 - [c10]Xurong Xie, Xunying Liu, Tan Lee, Lan Wang:
Fast DNN Acoustic Model Speaker Adaptation by Learning Hidden Unit Contribution Features. INTERSPEECH 2019: 759-763 - [c9]Shoukang Hu, Xurong Xie, Shansong Liu, Max W. Y. Lam, Jianwei Yu, Xixin Wu, Xunying Liu, Helen Meng:
LF-MMI Training of Bayesian and Gaussian Process Time Delay Neural Networks for Speech Recognition. INTERSPEECH 2019: 2793-2797 - 2018
- [c8]Max W. Y. Lam, Shoukang Hu, Xurong Xie, Shansong Liu, Jianwei Yu, Rongfeng Su, Xunying Liu, Helen Meng:
Gaussian Process Neural Networks for Speech Recognition. INTERSPEECH 2018: 1778-1782 - [c7]Jianwei Yu, Xurong Xie, Shansong Liu, Shoukang Hu, Max W. Y. Lam, Xixin Wu, Ka Ho Wong, Xunying Liu, Helen Meng:
Development of the CUHK Dysarthric Speech Recognition System for the UA Speech Corpus. INTERSPEECH 2018: 2938-2942 - [c6]Xurong Xie, Xunying Liu, Tan Lee, Lan Wang:
Investigation of Stacked Deep Neural Networks and Mixture Density Networks for Acoustic-to-Articulatory Inversion. ISCSLP 2018: 36-40 - 2017
- [c5]Xurong Xie, Xunying Liu, Tan Lee, Lan Wang:
RNN-LDA Clustering for Feature Based DNN Adaptation. INTERSPEECH 2017: 2396-2400 - 2016
- [c4]Xurong Xie, Xunying Liu, Lan Wang:
Deep Neural Network Based Acoustic-to-Articulatory Inversion Using Phone Sequence Information. INTERSPEECH 2016: 1497-1501 - 2015
- [c3]Xurong Xie, Xunying Liu, Lan Wang, Rongfeng Su:
Generalized variable parameter HMMs based acoustic-to-articulatory inversion. INTERSPEECH 2015: 279-283 - [c2]Rongfeng Su, Xurong Xie, Xunying Liu, Lan Wang:
Efficient use of DNN bottleneck features in generalized variable parameter HMMs for noise robust speech recognition. INTERSPEECH 2015: 2474-2478 - 2014
- [c1]Xurong Xie, Rongfeng Su, Xunying Liu, Lan Wang:
Deep neural network bottleneck features for generalized variable parameter HMMs. INTERSPEECH 2014: 2739-2743
Coauthor Index
[j8] [c36] [c35] [i27] [i26] [i25] [i24] [i23] [j6] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [i22] [i21] [i20] [i19] [i18] [j5] [j4] [c25] [c24] [c23] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [i5] [i4] [j3] [j2] [j1] [c21] [c20] [c19] [c18] [c17] [c16] [i3] [c14] [c13] [i2] [i1] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
Helen M. Meng
aka: Helen Meng
aka: Helen Meng
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