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Journal Articles
- 2024
- [j30]Zengrui Jin
, Mengzhe Geng
, Jiajun Deng
, Tianzi Wang
, Shujie Hu
, Guinan Li
, Xunying Liu
:
Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 32: 413-429 (2024) - [j29]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) - 2023
- [j28]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) - [j27]Guinan Li
, Jiajun Deng
, Mengzhe Geng
, Zengrui Jin
, Tianzi Wang, Shujie Hu
, Mingyu Cui, Helen Meng, Xunying Liu
:
Audio-Visual End-to-End Multi-Channel Speech Separation, Dereverberation and Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2707-2723 (2023) - [j26]Xixin Wu
, Hui Lu
, Kun Li
, Zhiyong Wu
, Xunying Liu
, Helen Meng
:
Hiformer: Sequence Modeling Networks With Hierarchical Attention Mechanisms. IEEE ACM Trans. Audio Speech Lang. Process. 31: 3993-4003 (2023) - 2022
- [j25]Cai Wingfield, Chao Zhang, Barry Devereux, Elisabeth Fonteneau, Andrew Thwaites
, Xunying Liu, Philip C. Woodland, William D. Marslen-Wilson, Li Su:
On the similarities of representations in artificial and brain neural networks for speech recognition. Frontiers Comput. Neurosci. 16 (2022) - [j24]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) - [j23]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) - [j22]Boyang Xue
, Shoukang Hu
, Junhao Xu
, Mengzhe Geng
, Xunying Liu
, Helen Meng:
Bayesian Neural Network Language Modeling for Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2900-2917 (2022) - 2021
- [j21]Xixin Wu
, Yuewen Cao, Hui Lu
, Songxiang Liu
, Shiyin Kang, Zhiyong Wu, Xunying Liu
, Helen Meng:
Exemplar-Based Emotive Speech Synthesis. IEEE ACM Trans. Audio Speech Lang. Process. 29: 874-886 (2021) - [j20]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) - [j19]Songxiang Liu
, Yuewen Cao
, Disong Wang
, Xixin Wu
, Xunying Liu
, Helen Meng:
Any-to-Many Voice Conversion With Location-Relative Sequence-to-Sequence Modeling. IEEE ACM Trans. Audio Speech Lang. Process. 29: 1717-1728 (2021) - [j18]Jianwei Yu
, Shi-Xiong Zhang, Bo Wu, Shansong Liu
, Shoukang Hu
, Mengzhe Geng
, Xunying Liu
, Helen Meng, Dong Yu
:
Audio-Visual Multi-Channel Integration and Recognition of Overlapped Speech. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2067-2082 (2021) - [j17]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) - [j16]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) - [j15]Xixin Wu
, Yuewen Cao
, Hui Lu
, Songxiang Liu
, Disong Wang
, Zhiyong Wu
, Xunying Liu
, Helen Meng:
Speech Emotion Recognition Using Sequential Capsule Networks. IEEE ACM Trans. Audio Speech Lang. Process. 29: 3280-3291 (2021) - [j14]Junhao Xu
, Jianwei Yu
, Shoukang Hu
, Xunying Liu
, Helen Meng:
Mixed Precision Low-Bit Quantization of Neural Network Language Models for Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 29: 3679-3693 (2021) - 2020
- [j13]Rongfeng Su
, Xunying Liu
, Lan Wang, Jingzhou Yang
:
Cross-Domain Deep Visual Feature Generation for Mandarin Audio-Visual Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 28: 185-197 (2020) - 2019
- [j12]Xie Chen
, Xunying Liu
, Yu Wang
, Anton Ragni, Jeremy Heng Meng Wong
, Mark J. F. Gales:
Exploiting Future Word Contexts in Neural Network Language Models for Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 27(9): 1444-1454 (2019) - 2017
- [j11]Cai Wingfield
, Li Su
, Xunying Liu, Chao Zhang, Philip C. Woodland, Andrew Thwaites
, Elisabeth Fonteneau, William D. Marslen-Wilson
:
Relating dynamic brain states to dynamic machine states: Human and machine solutions to the speech recognition problem. PLoS Comput. Biol. 13(9) (2017) - 2016
- [j10]Xunying Liu
, Xie Chen, Yongqiang Wang, Mark J. F. Gales, Philip C. Woodland:
Two Efficient Lattice Rescoring Methods Using Recurrent Neural Network Language Models. IEEE ACM Trans. Audio Speech Lang. Process. 24(8): 1438-1449 (2016) - [j9]Xie Chen, Xunying Liu, Yongqiang Wang, Mark J. F. Gales, Philip C. Woodland:
Efficient Training and Evaluation of Recurrent Neural Network Language Models for Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 24(11): 2146-2157 (2016) - 2015
- [j8]Rongfeng Su, Xunying Liu, Lan Wang:
Automatic Complexity Control of Generalized Variable Parameter HMMs for Noise Robust Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 23(1): 102-114 (2015) - 2014
- [j7]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Paraphrastic language models. Comput. Speech Lang. 28(6): 1298-1316 (2014) - 2013
- [j6]Xunying Liu, Mark John Francis Gales, Philip C. Woodland:
Use of contexts in language model interpolation and adaptation. Comput. Speech Lang. 27(1): 301-321 (2013) - [j5]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Language model cross adaptation for LVCSR system combination. Comput. Speech Lang. 27(4): 928-942 (2013) - 2011
- [j4]Ning Cheng, Xunying Liu, Lan Wang:
A flexible framework for HMM based noise robust speech recognition using generalized parametric space polynomial regression. Sci. China Inf. Sci. 54(12): 2481-2491 (2011) - 2007
- [j3]Xunying Liu, Mark J. F. Gales:
Automatic Model Complexity Control Using Marginalized Discriminative Growth Functions. IEEE Trans. Speech Audio Process. 15(4): 1414-1424 (2007) - 2006
- [j2]Thomas Hain
, Philip C. Woodland, Gunnar Evermann, Mark J. F. Gales, Xunying Liu, Gareth L. Moore, Daniel Povey, Lan Wang:
Corrections to "Automatic Transcription of Conversational Telephone Speech". IEEE Trans. Speech Audio Process. 14(2): 727-727 (2006) - 2005
- [j1]Thomas Hain
, Philip C. Woodland, Gunnar Evermann, Mark J. F. Gales, Xunying Liu, Gareth L. Moore, Daniel Povey, Lan Wang:
Automatic transcription of conversational telephone speech. IEEE Trans. Speech Audio Process. 13(6): 1173-1185 (2005)
Conference and Workshop Papers
- 2024
- [c151]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 - [c150]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 - [c149]Jiawen Kang, Lingwei Meng, Mingyu Cui, Haohan Guo, Xixin Wu, Xunying Liu, Helen Meng:
Cross-Speaker Encoding Network for Multi-Talker Speech Recognition. ICASSP 2024: 11986-11990 - [c148]Huimeng Wang, Zengrui Jin, Mengzhe Geng, Shujie Hu, Guinan Li, Tianzi Wang, Haoning Xu, Xunying Liu:
Enhancing Pre-Trained ASR System Fine-Tuning for Dysarthric Speech Recognition Using Adversarial Data Augmentation. ICASSP 2024: 12311-12315 - [c147]Xueyuan Chen, Yuejiao Wang, Xixin Wu, Disong Wang, Zhiyong Wu, Xunying Liu, Helen Meng:
Exploiting Audio-Visual Features with Pretrained AV-HuBERT for Multi-Modal Dysarthric Speech Reconstruction. ICASSP 2024: 12341-12345 - 2023
- [c146]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 - [c145]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 - [c144]Jinchao Li, Kaitao Song, Junan Li, Bo Zheng, Dongsheng Li, Xixin Wu, Xunying Liu, Helen Meng:
Leveraging Pretrained Representations With Task-Related Keywords for Alzheimer's Disease Detection. ICASSP 2023: 1-5 - [c143]Jinchao Li, Xixin Wu, Kaitao Song, Dongsheng Li, Xunying Liu, Helen Meng:
A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition. ICASSP 2023: 1-5 - [c142]Yi Wang, Jiajun Deng, Tianzi Wang, Bo Zheng, Shoukang Hu, Xunying Liu, Helen Meng:
Exploiting Prompt Learning with Pre-Trained Language Models for Alzheimer's Disease Detection. ICASSP 2023: 1-5 - [c141]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 - [c140]Helen Meng, Brian Mak
, Man-Wai Mak, Helene H. Fung, Xianmin Gong
, Timothy C. Y. Kwok, Xunying Liu, Vincent C. T. Mok, Patrick C. M. Wong, Jean Woo, Xixin Wu, Ka Ho Wong, Sean Shensheng Xu, Naijun Zheng, Ranzo Huang
, Jiawen Kang, Xiaoquan Ke, Junan Li, Jinchao Li, Yi Wang:
Integrated and Enhanced Pipeline System to Support Spoken Language Analytics for Screening Neurocognitive Disorders. INTERSPEECH 2023: 1713-1717 - [c139]Tianzi Wang, Shoukang Hu, Jiajun Deng, Zengrui Jin, Mengzhe Geng, Yi Wang, Helen Meng, Xunying Liu:
Hyper-parameter Adaptation of Conformer ASR Systems for Elderly and Dysarthric Speech Recognition. INTERSPEECH 2023: 1733-1737 - [c138]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 - [c137]Mingyu Cui, Jiawen Kang, Jiajun Deng, Xi Yin, Yutao Xie, Xie Chen, Xunying Liu:
Towards Effective and Compact Contextual Representation for Conformer Transducer Speech Recognition Systems. INTERSPEECH 2023: 2223-2227 - [c136]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 - [c135]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 - [c134]Zhaoqing Li, Tianzi Wang, Jiajun Deng, Junhao Xu, Shoukang Hu, Xunying Liu:
Lossless 4-bit Quantization of Architecture Compressed Conformer ASR Systems on the 300-hr Switchboard Corpus. INTERSPEECH 2023: 3332-3336 - [c133]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 - 2022
- [c132]Guinan Li, Jianwei Yu, Jiajun Deng, Xunying Liu, Helen Meng:
Audio-Visual Multi-Channel Speech Separation, Dereverberation and Recognition. ICASSP 2022: 6042-6046 - [c131]Disong Wang, Songxiang Liu, Xixin Wu, Hui Lu, Lifa Sun, Xunying Liu, Helen Meng:
Speaker Identity Preservation in Dysarthric Speech Reconstruction by Adversarial Speaker Adaptation. ICASSP 2022: 6677-6681 - [c130]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 - [c129]Xixin Wu, Shoukang Hu, Zhiyong Wu, Xunying Liu, Helen Meng:
Neural Architecture Search for Speech Emotion Recognition. ICASSP 2022: 6902-6906 - [c128]Disong Wang, Shan Yang, Dan Su, Xunying Liu, Dong Yu, Helen Meng:
VCVTS: Multi-Speaker Video-to-Speech Synthesis Via Cross-Modal Knowledge Transfer from Voice Conversion. ICASSP 2022: 7252-7256 - [c127]Junhao Xu, Jianwei Yu, Xunying Liu, Helen Meng:
Mixed Precision DNN Quantization for Overlapped Speech Separation and Recognition. ICASSP 2022: 7297-7301 - [c126]Naijun Zheng, Na Li, Jianwei Yu, Chao Weng, Dan Su, Xunying Liu, Helen Meng:
Multi-Channel Speaker Diarization Using Spatial Features for Meetings. ICASSP 2022: 7337-7341 - [c125]Hang Su, Danyang Zhao, Long Dang, Minglei Li, Xixin Wu, Xunying Liu, Helen Meng:
A Multitask Learning Framework for Speaker Change Detection with Content Information from Unsupervised Speech Decomposition. ICASSP 2022: 8087-8091 - [c124]Jinchao Li, Shuai Wang, Yang Chao, Xunying Liu, Helen Meng:
Context-aware Multimodal Fusion for Emotion Recognition. INTERSPEECH 2022: 2013-2017 - [c123]Junhao Xu, Shoukang Hu, Xunying Liu, Helen Meng:
Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Swithboard Corpus. INTERSPEECH 2022: 2128-2132 - [c122]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 - [c121]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 - [c120]Yi Wang, Tianzi Wang, Zi Ye, Lingwei Meng, Shoukang Hu, Xixin Wu, Xunying Liu, Helen Meng:
Exploring linguistic feature and model combination for speech recognition based automatic AD detection. INTERSPEECH 2022: 3328-3332 - [c119]Tianzi Wang, Jiajun Deng, Mengzhe Geng, Zi Ye, Shoukang Hu, Yi Wang, Mingyu Cui, Zengrui Jin, Xunying Liu, Helen Meng:
Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection. INTERSPEECH 2022: 4825-4829 - [c118]Hui Lu, Disong Wang, Xixin Wu, Zhiyong Wu, Xunying Liu, Helen Meng:
Disentangled Speech Representation Learning for One-Shot Cross-Lingual Voice Conversion Using ß-VAE. SLT 2022: 814-821 - 2021
- [c117]Sirui Xie, Shoukang Hu, Xinjiang Wang, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin:
Understanding the wiring evolution in differentiable neural architecture search. AISTATS 2021: 874-882 - [c116]Disong Wang, Liqun Deng, Yang Zhang, Nianzu Zheng, Yu Ting Yeung, Xiao Chen, Xunying Liu, Helen Meng:
Fcl-Taco2: Towards Fast, Controllable and Lightweight Text-to-Speech Synthesis. ICASSP 2021: 5714-5718 - [c115]Xu Li, Na Li, Chao Weng, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
Replay and Synthetic Speech Detection with Res2Net Architecture. ICASSP 2021: 6354-6358 - [c114]Jinchao Li, Jianwei Yu, Zi Ye, Simon Wong, Man-Wai Mak, Brian Mak
, Xunying Liu, Helen Meng:
A Comparative Study of Acoustic and Linguistic Features Classification for Alzheimer's Disease Detection. ICASSP 2021: 6423-6427 - [c113]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 - [c112]Naijun Zheng, Na Li, Bo Wu, Meng Yu, Jianwei Yu, Chao Weng, Dan Su, Xunying Liu, Helen Meng:
A Joint Training Framework of Multi-Look Separator and Speaker Embedding Extractor for Overlapped Speech. ICASSP 2021: 6698-6702 - [c111]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 - [c110]Boyang Xue, Jianwei Yu, Junhao Xu, Shansong Liu, Shoukang Hu, Zi Ye, Mengzhe Geng, Xunying Liu, Helen Meng:
Bayesian Transformer Language Models for Speech Recognition. ICASSP 2021: 7378-7382 - [c109]Junhao Xu, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng:
Mixed Precision Quantization of Transformer Language Models for Speech Recognition. ICASSP 2021: 7383-7387 - [c108]Disong Wang, Liqun Deng, Yu Ting Yeung, Xiao Chen, Xunying Liu, Helen Meng:
VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-Shot Voice Conversion. Interspeech 2021: 1344-1348 - [c107]Disong Wang, Liqun Deng, Yu Ting Yeung, Xiao Chen, Xunying Liu, Helen Meng:
Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization. Interspeech 2021: 2956-2960 - [c106]Hui Lu
, Zhiyong Wu, Xixin Wu, Xu Li, Shiyin Kang, Xunying Liu, Helen Meng:
VAENAR-TTS: Variational Auto-Encoder Based Non-AutoRegressive Text-to-Speech Synthesis. Interspeech 2021: 3775-3779 - [c105]Xu Li, Xixin Wu, Hui Lu
, Xunying Liu, Helen Meng:
Channel-Wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks. Interspeech 2021: 4314-4318 - [c104]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 - [c103]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 - [c102]Xurong Xie, Rukiye Ruzi, Xunying Liu, Lan Wang:
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition. Interspeech 2021: 4808-4812 - [c101]Disong Wang, Songxiang Liu, Lifa Sun, Xixin Wu, Xunying Liu, Helen Meng:
Learning Explicit Prosody Models and Deep Speaker Embeddings for Atypical Voice Conversion. Interspeech 2021: 4813-4817 - [c100]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 - [c99]Yuewen Cao, Songxiang Liu, Shiyin Kang, Na Hu, Peng Liu, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
Exploring Cross-lingual Singing Voice Synthesis Using Speech Data. ISCSLP 2021: 1-5 - [c98]Disong Wang, Jianwei Yu, Xixin Wu, Lifa Sun, Xunying Liu, Helen Meng:
Improved End-to-End Dysarthric Speech Recognition via Meta-learning Based Model Re-initialization. ISCSLP 2021: 1-5 - 2020
- [c97]Shoukang Hu, Sirui Xie, Hehui Zheng
, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin:
DSNAS: Direct Neural Architecture Search Without Parameter Retraining. CVPR 2020: 12081-12089 - [c96]Songxiang Liu, Disong Wang, Yuewen Cao, Lifa Sun, Xixin Wu, Shiyin Kang, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
End-To-End Accent Conversion Without Using Native Utterances. ICASSP 2020: 6289-6293 - [c95]Xu Li, Jinghua Zhong, Xixin Wu, Jianwei Yu, Xunying Liu, Helen Meng:
Adversarial Attacks on GMM I-Vector Based Speaker Verification Systems. ICASSP 2020: 6579-6583 - [c94]Jianwei Yu, Shi-Xiong Zhang, Jian Wu, Shahram Ghorbani, Bo Wu, Shiyin Kang, Shansong Liu, Xunying Liu, Helen Meng, Dong Yu:
Audio-Visual Recognition of Overlapped Speech for the LRS2 Dataset. ICASSP 2020: 6984-6988 - [c93]Yuewen Cao, Songxiang Liu, Xixin Wu, Shiyin Kang, Peng Liu, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
Code-Switched Speech Synthesis Using Bilingual Phonetic Posteriorgram with Only Monolingual Corpora. ICASSP 2020: 7619-7623 - [c92]Disong Wang, Jianwei Yu, Xixin Wu, Songxiang Liu, Lifa Sun, Xunying Liu, Helen Meng:
End-To-End Voice Conversion Via Cross-Modal Knowledge Distillation for Dysarthric Speech Reconstruction. ICASSP 2020: 7744-7748 - [c91]Junhao Xu, Xie Chen, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng:
Low-bit Quantization of Recurrent Neural Network Language Models Using Alternating Direction Methods of Multipliers. ICASSP 2020: 7939-7943 - [c90]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 - [c89]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 - [c88]Xu Li, Na Li, Jinghua Zhong, Xixin Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification. INTERSPEECH 2020: 1540-1544 - [c87]Naijun Zheng, Xixin Wu, Jinghua Zhong, Xunying Liu, Helen Meng:
Speaker-Aware Linear Discriminant Analysis in Speaker Verification. INTERSPEECH 2020: 3012-3016 - [c86]Jianwei Yu, Bo Wu, Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Dong Yu, Xunying Liu, Helen Meng:
Audio-Visual Multi-Channel Recognition of Overlapped Speech. INTERSPEECH 2020: 3496-3500 - [c85]Songxiang Liu, Yuewen Cao, Shiyin Kang, Na Hu, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
Transferring Source Style in Non-Parallel Voice Conversion. INTERSPEECH 2020: 4721-4725 - [c84]Xu Li, Jinghua Zhong, Jianwei Yu, Shoukang Hu, Xixin Wu, Xunying Liu, Helen Meng:
Bayesian x-vector: Bayesian Neural Network based x-vector System for Speaker Verification. Odyssey 2020: 365-371 - 2019
- [c83]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 - [c82]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 - [c81]Xixin Wu, Songxiang Liu, Yuewen Cao, Xu Li, Jianwei Yu, Dongyang Dai, Xi Ma, Shoukang Hu, Zhiyong Wu, Xunying Liu, Helen Meng:
Speech Emotion Recognition Using Capsule Networks. ICASSP 2019: 6695-6699 - [c80]Yuewen Cao, Xixin Wu, Songxiang Liu, Jianwei Yu, Xu Li, Zhiyong Wu, Xunying Liu, Helen Meng:
End-to-end Code-switched TTS with Mix of Monolingual Recordings. ICASSP 2019: 6935-6939 - [c79]Max W. Y. Lam, Xie Chen, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng:
Gaussian Process Lstm Recurrent Neural Network Language Models for Speech Recognition. ICASSP 2019: 7235-7239 - [c78]Jianwei Yu, Max W. Y. Lam, Xie Chen, Shoukang Hu, Songxiang Liu, Xixin Wu, Xunying Liu, Helen Meng:
Recurrent Neural Network Language Model Training Using Natural Gradient. ICASSP 2019: 7260-7264 - [c77]Wai-Kim Leung, Xunying Liu, Helen Meng:
CNN-RNN-CTC Based End-to-end Mispronunciation Detection and Diagnosis. ICASSP 2019: 8132-8136 - [c76]Songxiang Liu, Yuewen Cao, Xixin Wu, Lifa Sun, Xunying Liu, Helen Meng:
Jointly Trained Conversion Model and WaveNet Vocoder for Non-Parallel Voice Conversion Using Mel-Spectrograms and Phonetic Posteriorgrams. INTERSPEECH 2019: 714-718 - [c75]Xurong Xie, Xunying Liu, Tan Lee
, Lan Wang:
Fast DNN Acoustic Model Speaker Adaptation by Learning Hidden Unit Contribution Features. INTERSPEECH 2019: 759-763 - [c74]Max W. Y. Lam, Jun Wang, Xunying Liu, Helen Meng, Dan Su, Dong Yu:
Extract, Adapt and Recognize: An End-to-End Neural Network for Corrupted Monaural Speech Recognition. INTERSPEECH 2019: 2778-2782 - [c73]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 - [c72]Hang Su, Borislav Dzodzo, Xixin Wu, Xunying Liu, Helen Meng:
Unsupervised Methods for Audio Classification from Lecture Discussion Recordings. INTERSPEECH 2019: 3347-3351 - [c71]Jianwei Yu, Max W. Y. Lam, Shoukang Hu, Xixin Wu, Xu Li, Yuewen Cao, Xunying Liu, Helen Meng:
Comparative Study of Parametric and Representation Uncertainty Modeling for Recurrent Neural Network Language Models. INTERSPEECH 2019: 3510-3514 - [c70]Shoukang Hu, Shansong Liu, Heng Fai Chang, Mengzhe Geng, Jiani Chen, Lau Wing Chung, To Ka Hei, Jianwei Yu, Ka Ho Wong, Xunying Liu, Helen Meng:
The CUHK Dysarthric Speech Recognition Systems for English and Cantonese. INTERSPEECH 2019: 3669-3670 - [c69]Shansong Liu, Shoukang Hu, Yi Wang, Jianwei Yu, Rongfeng Su, Xunying Liu, Helen Meng:
Exploiting Visual Features Using Bayesian Gated Neural Networks for Disordered Speech Recognition. INTERSPEECH 2019: 4120-4124 - [c68]Shansong Liu, Shoukang Hu, Xunying Liu, Helen Meng:
On the Use of Pitch Features for Disordered Speech Recognition. INTERSPEECH 2019: 4130-4134 - 2018
- [c67]Max W. Y. Lam, Xunying Liu, Helen Mei-Ling Meng, Kelvin Kam-fai Tsoi:
Drawing-Based Automatic Dementia Screening Using Gaussian Process Markov Chains. HICSS 2018: 1-10 - [c66]Xixin Wu, Lifa Sun, Shiyin Kang, Songxiang Liu, Zhiyong Wu, Xunying Liu, Helen Meng:
Feature Based Adaptation for Speaking Style Synthesis. ICASSP 2018: 5304-5308 - [c65]Xunying Liu, Shansong Liu, Jinze Sha, Jianwei Yu, Zhiyuan Xu, Xie Chen, Helen Meng:
Limited-Memory BFGS Optimization of Recurrent Neural Network Language Models for Speech Recognition. ICASSP 2018: 6114-6118 - [c64]Shaoguang Mao, Xu Li, Kun Li, Zhiyong Wu, Xunying Liu, Helen Meng:
Unsupervised Discovery of an Extended Phoneme Set in L2 English Speech for Mispronunciation Detection and Diagnosis. ICASSP 2018: 6244-6248 - [c63]Songxiang Liu, Jinghua Zhong, Lifa Sun, Xixin Wu, Xunying Liu, Helen Meng:
Voice Conversion Across Arbitrary Speakers Based on a Single Target-Speaker Utterance. INTERSPEECH 2018: 496-500 - [c62]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 - [c61]Xu Li, Shaoguang Mao, Xixin Wu, Kun Li, Xunying Liu, Helen Meng:
Unsupervised Discovery of Non-native Phonetic Patterns in L2 English Speech for Mispronunciation Detection and Diagnosis. INTERSPEECH 2018: 2554-2558 - [c60]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 - [c59]Xixin Wu, Yuewen Cao, Mu Wang, Songxiang Liu, Shiyin Kang, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
Rapid Style Adaptation Using Residual Error Embedding for Expressive Speech Synthesis. INTERSPEECH 2018: 3072-3076 - [c58]Rongfeng Su, Xunying Liu, Lan Wang:
Semi-supervised Cross-domain Visual Feature Learning for Audio-Visual Broadcast Speech Transcription. INTERSPEECH 2018: 3509-3513 - [c57]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 - [c56]Songxiang Liu, Lifa Sun, Xixin Wu, Xunying Liu, Helen Meng:
The HCCL-CUHK System for the Voice Conversion Challenge 2018. Odyssey 2018: 248-254 - 2017
- [c55]Rongfeng Su, Lan Wang, Xunying Liu:
Multimodal learning using 3D audio-visual data for audio-visual speech recognition. IALP 2017: 40-43 - [c54]Runnan Li, Zhiyong Wu, Xunying Liu, Helen M. Meng, Lianhong Cai:
Multi-task learning of structured output layer bidirectional LSTMS for speech synthesis. ICASSP 2017: 5510-5514 - [c53]Xie Chen, Anton Ragni, J. Vasilakes, Xunying Liu, Kate M. Knill, Mark J. F. Gales:
Recurrent neural network language models for keyword search. ICASSP 2017: 5775-5779 - [c52]Xie Chen, Anton Ragni, Xunying Liu, Mark J. F. Gales:
Investigating Bidirectional Recurrent Neural Network Language Models for Speech Recognition. INTERSPEECH 2017: 269-273 - [c51]Xurong Xie, Xunying Liu, Tan Lee
, Lan Wang:
RNN-LDA Clustering for Feature Based DNN Adaptation. INTERSPEECH 2017: 2396-2400 - 2016
- [c50]Linlin Wang, Chao Zhang, Philip C. Woodland, Mark J. F. Gales, Panagiota Karanasou, Pierre Lanchantin, Xunying Liu, Yanmin Qian:
Improved DNN-based segmentation for multi-genre broadcast audio. ICASSP 2016: 5700-5704 - [c49]Xie Chen, Xunying Liu, Y. Qian, Mark J. F. Gales, Philip C. Woodland:
CUED-RNNLM - An open-source toolkit for efficient training and evaluation of recurrent neural network language models. ICASSP 2016: 6000-6004 - [c48]Rongfeng Su, Xunying Liu, Lan Wang:
Convolutional neural network bottleneck features for bi-directional generalized variable parameter HMMs. ICIA 2016: 1126-1131 - [c47]Xurong Xie, Xunying Liu, Lan Wang:
Deep Neural Network Based Acoustic-to-Articulatory Inversion Using Phone Sequence Information. INTERSPEECH 2016: 1497-1501 - [c46]Pierre Lanchantin, Mark J. F. Gales, Penny Karanasou, Xunying Liu, Yanman Qian, Linlin Wang, Philip C. Woodland, Chao Zhang:
Selection of Multi-Genre Broadcast Data for the Training of Automatic Speech Recognition Systems. INTERSPEECH 2016: 3057-3061 - 2015
- [c45]Xie Chen, Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Investigation of back-off based interpolation between recurrent neural network and n-gram language models. ASRU 2015: 181-186 - [c44]Philip C. Woodland, Xunying Liu, Yanmin Qian, Chao Zhang, Mark J. F. Gales, Penny Karanasou, Pierre Lanchantin, Linlin Wang:
Cambridge university transcription systems for the multi-genre broadcast challenge. ASRU 2015: 639-646 - [c43]Pierre Lanchantin, Mark J. F. Gales, Penny Karanasou, Xunying Liu, Yanmin Qian, Linlin Wang, Philip C. Woodland, Chao Zhang:
The development of the cambridge university alignment systems for the multi-genre broadcast challenge. ASRU 2015: 647-653 - [c42]Penny Karanasou, Mark J. F. Gales, Pierre Lanchantin, Xunying Liu, Yanmin Qian, Linlin Wang, Philip C. Woodland, Chao Zhang:
Speaker diarisation and longitudinal linking in multi-genre broadcast data. ASRU 2015: 660-666 - [c41]Peter Bell, Mark J. F. Gales, Thomas Hain
, Jonathan Kilgour, Pierre Lanchantin, Xunying Liu, Andrew McParland, Steve Renals
, Oscar Saz, Mirjam Wester, Philip C. Woodland:
The MGB challenge: Evaluating multi-genre broadcast media recognition. ASRU 2015: 687-693 - [c40]Xie Chen, Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Improving the training and evaluation efficiency of recurrent neural network language models. ICASSP 2015: 5401-5405 - [c39]Xunying Liu, Xie Chen, Mark J. F. Gales, Philip C. Woodland:
Paraphrastic recurrent neural network language models. ICASSP 2015: 5406-5410 - [c38]Xie Chen, Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Recurrent neural network language model training with noise contrastive estimation for speech recognition. ICASSP 2015: 5411-5415 - [c37]Wei Wang, Wenying Xu, Xiang Sui, Lan Wang, Xunying Liu:
Investigations of low resource multi-accent mandarin speech recognition. ICIA 2015: 62-66 - [c36]Xurong Xie, Xunying Liu, Lan Wang, Rongfeng Su:
Generalized variable parameter HMMs based acoustic-to-articulatory inversion. INTERSPEECH 2015: 279-283 - [c35]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 - [c34]Xunying Liu, Federico Flego, Linlin Wang, Chao Zhang, Mark J. F. Gales, Philip C. Woodland:
The Cambridge University 2014 BOLT conversational telephone Mandarin Chinese LVCSR system for speech translation. INTERSPEECH 2015: 3145-3149 - [c33]Xie Chen, T. Tan, Xunying Liu, Pierre Lanchantin, M. Wan, Mark J. F. Gales, Philip C. Woodland:
Recurrent neural network language model adaptation for multi-genre broadcast speech recognition. INTERSPEECH 2015: 3511-3515 - 2014
- [c32]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Paraphrastic neural network language models. ICASSP 2014: 4903-4907 - [c31]Xunying Liu, Yongqiang Wang, Xie Chen, Mark J. F. Gales, Philip C. Woodland:
Efficient lattice rescoring using recurrent neural network language models. ICASSP 2014: 4908-4912 - [c30]Xie Chen, Yongqiang Wang, Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Efficient GPU-based training of recurrent neural network language models using spliced sentence bunch. INTERSPEECH 2014: 641-645 - [c29]Xurong Xie, Rongfeng Su, Xunying Liu, Lan Wang:
Deep neural network bottleneck features for generalized variable parameter HMMs. INTERSPEECH 2014: 2739-2743 - 2013
- [c28]Rongfeng Su, Xunying Liu, Lan Wang:
Automatic model complexity control for generalized variable parameter HMMs. ASRU 2013: 150-155 - [c27]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Paraphrastic language models and combination with neural network language models. ICASSP 2013: 8421-8425 - [c26]Pierre Lanchantin, Peter Bell, Mark J. F. Gales, Thomas Hain, Xunying Liu, Yanhua Long, Jennifer Quinnell, Steve Renals, Oscar Saz, Matthew Stephen Seigel, Pawel Swietojanski, Philip C. Woodland:
Automatic Transcription of Multi-genre Media Archives. SLAM@INTERSPEECH 2013: 26-31 - [c25]Yanhua Long, Mark J. F. Gales, Pierre Lanchantin, Xunying Liu, Matthew Stephen Seigel, Philip C. Woodland:
Improving lightly supervised training for broadcast transcription. INTERSPEECH 2013: 2187-2191 - [c24]Yang Li, Xunying Liu, Lan Wang:
Feature space generalized variable parameter HMMs for noise robust recognition. INTERSPEECH 2013: 2968-2972 - [c23]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Cross-domain paraphrasing for improving language modelling using out-of-domain data. INTERSPEECH 2013: 3424-3428 - 2012
- [c22]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Paraphrastic Language Models. INTERSPEECH 2012: 1656-1659 - [c21]Yang Li, Xunying Liu, Lan Wang:
Structured modeling based on generalized variable parameter HMMs and speaker adaptation. ISCSLP 2012: 136-140 - [c20]Peter Bell, Mark J. F. Gales, Pierre Lanchantin, Xunying Liu, Yanhua Long, Steve Renals
, Pawel Swietojanski
, Philip C. Woodland:
Transcription of multi-genre media archives using out-of-domain data. SLT 2012: 324-329 - 2011
- [c19]Xunying Liu, Mark John Francis Gales, Jim L. Hieronymus, Philip C. Woodland:
Investigation of acoustic units for LVCSR systems. ICASSP 2011: 4872-4875 - [c18]Ning Cheng, Xunying Liu, Lan Wang:
Generalized Variable Parameter HMMs for Noise Robust Speech Recognition. INTERSPEECH 2011: 481-484 - [c17]Frank Diehl, Mark John Francis Gales, Xunying Liu, Marcus Tomalin, Philip C. Woodland:
Word Boundary Modelling and Full Covariance Gaussians for Arabic Speech-to-Text Systems. INTERSPEECH 2011: 777-780 - [c16]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Improving LVCSR System Combination Using Neural Network Language Model Cross Adaptation. INTERSPEECH 2011: 2857-2860 - 2010
- [c15]Xunying Liu, Mark J. F. Gales, Jim L. Hieronymus, Philip C. Woodland:
Language model combination and adaptation usingweighted finite state transducers. ICASSP 2010: 5390-5393 - [c14]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Language model cross adaptation for LVCSR system combination. INTERSPEECH 2010: 342-345 - [c13]Junho Park, Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Improved neural network based language modelling and adaptation. INTERSPEECH 2010: 1041-1044 - 2009
- [c12]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Use of contexts in language model interpolation and adaptation. INTERSPEECH 2009: 360-363 - [c11]Jim L. Hieronymus, Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Exploiting Chinese character models to improve speech recognition performance. INTERSPEECH 2009: 364-367 - 2008
- [c10]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Context dependent language model adaptation. INTERSPEECH 2008: 837-840 - 2007
- [c9]Xunying Liu, William J. Byrne, Mark J. F. Gales, Adrià de Gispert, Marcus Tomalin, Philip C. Woodland, Kai Yu:
Discriminative language model adaptation for Mandarin broadcast speech transcription and translation. ASRU 2007: 153-158 - [c8]Marcus Tomalin, Mark J. F. Gales, X. Andrew Liu, Khe Chai Sim, Rohit Sinha
, Lan Wang, Philip C. Woodland, Kai Yu:
Improving Speech Transcription for Mandarin-English Translation. ICASSP (4) 2007: 97-100 - [c7]Mark J. F. Gales, Xunying Liu, Rohit Sinha
, Philip C. Woodland, Kai Yu, Spyros Matsoukas, Tim Ng, Kham Nguyen, Long Nguyen, Jean-Luc Gauvain, Lori Lamel, Abdelkhalek Messaoudi:
Speech Recognition System Combination for Machine Translation. ICASSP (4) 2007: 1277-1280 - 2006
- [c6]Rohit Sinha, Mark J. F. Gales, Do Yeong Kim, X. Andrew Liu, Khe Chai Sim, Philip C. Woodland:
The Cu-Htk Mandarin Broadcast News Transcription System. ICASSP (1) 2006: 1077-1080 - 2005
- [c5]Mark J. F. Gales, Bin Jia, X. Andrew Liu, Khe Chai Sim, Philip C. Woodland, Kai Yu:
Development of the CUHTK 2004 Mandarin Conversational Telephone Speech Transcription System. ICASSP (1) 2005: 841-844 - [c4]Xunying Liu, Mark J. F. Gales, Khe Chai Sim, Kai Yu:
Investigation of Acoustic Modeling Techniques for LVCSR Systems. ICASSP (1) 2005: 849-852 - 2004
- [c3]Gunnar Evermann, Ho Yin Chan, Mark J. F. Gales, Thomas Hain
, Xunying Liu, David Mrva, Lan Wang, Philip C. Woodland:
Development of the 2003 CU-HTK conversational telephone speech transcription system. ICASSP (1) 2004: 249-252 - [c2]Xunying Liu, Mark J. F. Gales:
Model complexity control and compression using discriminative growth functions. ICASSP (1) 2004: 797-800 - 2003
- [c1]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Automatic complexity control for HLDA systems. ICASSP (1) 2003: 132-135
Informal and Other Publications
- 2024
- [i70]Huimeng Wang, Zengrui Jin, Mengzhe Geng, Shujie Hu, Guinan Li, Tianzi Wang, Haoning Xu, Xunying Liu:
Enhancing Pre-trained ASR System Fine-tuning for Dysarthric Speech Recognition using Adversarial Data Augmentation. CoRR abs/2401.00662 (2024) - [i69]Jiawen Kang, Lingwei Meng, Mingyu Cui, Haohan Guo, Xixin Wu, Xunying Liu, Helen Meng:
Cross-Speaker Encoding Network for Multi-Talker Speech Recognition. CoRR abs/2401.04152 (2024) - [i68]Xueyuan Chen, Yuejiao Wang, Xixin Wu, Disong Wang, Zhiyong Wu, Xunying Liu, Helen Meng:
Exploiting Audio-Visual Features with Pretrained AV-HuBERT for Multi-Modal Dysarthric Speech Reconstruction. CoRR abs/2401.17796 (2024) - [i67]Shujie Hu, Long Zhou, Shujie Liu, Sanyuan Chen, Hongkun Hao, Jing Pan, Xunying Liu, Jinyu Li, Sunit Sivasankaran, Linquan Liu, Furu Wei:
WavLLM: Towards Robust and Adaptive Speech Large Language Model. CoRR abs/2404.00656 (2024) - [i66]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) - [i65]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) - [i64]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) - [i63]Zhaoqing Li, Haoning Xu, Tianzi Wang, Shoukang Hu, Zengrui Jin, Shujie Hu, Jiajun Deng, Mingyu Cui, Mengzhe Geng, Xunying Liu:
One-pass Multiple Conformer and Foundation Speech Systems Compression and Quantization Using An All-in-one Neural Model. CoRR abs/2406.10160 (2024) - [i62]Yifan Yang, Zheshu Song, Jianheng Zhuo, Mingyu Cui, Jinpeng Li, Bo Yang, Yexing Du, Ziyang Ma, Xunying Liu, Ziyuan Wang, Ke Li, Shuai Fan, Kai Yu, Wei-Qiang Zhang, Guoguo Chen, Xie Chen:
GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement. CoRR abs/2406.11546 (2024) - [i61]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) - [i60]Lingwei Meng, Jiawen Kang, Yuejiao Wang, Zengrui Jin, Xixin Wu, Xunying Liu, Helen Meng:
Empowering Whisper as a Joint Multi-Talker and Target-Talker Speech Recognition System. CoRR abs/2407.09817 (2024) - 2023
- [i59]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) - [i58]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) - [i57]Jinchao Li, Kaitao Song, Junan Li, Bo Zheng, Dongsheng Li, Xixin Wu, Xunying Liu, Helen Meng:
Leveraging Pretrained Representations with Task-related Keywords for Alzheimer's Disease Detection. CoRR abs/2303.08019 (2023) - [i56]Jinchao Li, Xixin Wu, Kaitao Song, Dongsheng Li, Xunying Liu, Helen Meng:
A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition. CoRR abs/2303.08027 (2023) - [i55]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) - [i54]Mingyu Cui, Jiawen Kang, Jiajun Deng, Xi Yin, Yutao Xie, Xie Chen, Xunying Liu:
Towards Effective and Compact Contextual Representation for Conformer Transducer Speech Recognition Systems. CoRR abs/2306.13307 (2023) - [i53]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) - [i52]Tianzi Wang, Shoukang Hu, Jiajun Deng, Zengrui Jin, Mengzhe Geng, Yi Wang, Helen Meng, Xunying Liu:
Hyper-parameter Adaptation of Conformer ASR Systems for Elderly and Dysarthric Speech Recognition. CoRR abs/2306.15265 (2023) - [i51]Guinan Li, Jiajun Deng, Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Mingyu Cui, Helen Meng, Xunying Liu:
Audio-visual End-to-end Multi-channel Speech Separation, Dereverberation and Recognition. CoRR abs/2307.02909 (2023) - [i50]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
- [i49]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) - [i48]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) - [i47]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) - [i46]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) - [i45]Xurong Xie, Rukiye Ruzi, Xunying Liu, Lan Wang:
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition. CoRR abs/2201.09422 (2022) - [i44]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) - [i43]Disong Wang, Shan Yang, Dan Su, Xunying Liu, Dong Yu, Helen Meng:
VCVTS: Multi-speaker Video-to-Speech synthesis via cross-modal knowledge transfer from voice conversion. CoRR abs/2202.09081 (2022) - [i42]Disong Wang, Songxiang Liu, Xixin Wu, Hui Lu, Lifa Sun, Xunying Liu, Helen Meng:
Speaker Identity Preservation in Dysarthric Speech Reconstruction by Adversarial Speaker Adaptation. CoRR abs/2202.09082 (2022) - [i41]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) - [i40]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) - [i39]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) - [i38]Xixin Wu, Shoukang Hu, Zhiyong Wu, Xunying Liu, Helen Meng:
Neural Architecture Search for Speech Emotion Recognition. CoRR abs/2203.16928 (2022) - [i37]Guinan Li, Jianwei Yu, Jiajun Deng, Xunying Liu, Helen Meng:
Audio-visual multi-channel speech separation, dereverberation and recognition. CoRR abs/2204.01977 (2022) - [i36]Zengrui Jin, Mengzhe Geng, Jiajun Deng, Tianzi Wang, Shujie Hu, Guinan Li, Xunying Liu:
Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition. CoRR abs/2205.06445 (2022) - [i35]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) - [i34]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) - [i33]Junhao Xu, Shoukang Hu, Xunying Liu, Helen Meng:
Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Switchboard Corpus. CoRR abs/2206.11643 (2022) - [i32]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) - [i31]Tianzi Wang, Jiajun Deng, Mengzhe Geng, Zi Ye, Shoukang Hu, Yi Wang, Mingyu Cui, Zengrui Jin, Xunying Liu, Helen Meng:
Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection. CoRR abs/2206.13232 (2022) - [i30]Yi Wang, Tianzi Wang, Zi Ye, Lingwei Meng, Shoukang Hu, Xixin Wu, Xunying Liu, Helen Meng:
Exploring linguistic feature and model combination for speech recognition based automatic AD detection. CoRR abs/2206.13758 (2022) - [i29]Boyang Xue, Shoukang Hu, Junhao Xu, Mengzhe Geng, Xunying Liu, Helen Meng:
Bayesian Neural Network Language Modeling for Speech Recognition. CoRR abs/2208.13259 (2022) - [i28]Hui Lu, Disong Wang, Xixin Wu, Zhiyong Wu, Xunying Liu, Helen Meng:
Disentangled Speech Representation Learning for One-Shot Cross-lingual Voice Conversion Using β-VAE. CoRR abs/2210.13771 (2022) - [i27]Yi Wang, Jiajun Deng, Tianzi Wang, Bo Zheng, Shoukang Hu, Xunying Liu, Helen Meng:
Exploiting prompt learning with pre-trained language models for Alzheimer's Disease detection. CoRR abs/2210.16539 (2022) - [i26]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) - [i25]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
- [i24]Boyang Xue, Jianwei Yu, Junhao Xu, Shansong Liu, Shoukang Hu, Zi Ye, Mengzhe Geng, Xunying Liu, Helen Meng:
Bayesian Transformer Language Models for Speech Recognition. CoRR abs/2102.04754 (2021) - [i23]Disong Wang, Liqun Deng, Yu Ting Yeung, Xiao Chen, Xunying Liu, Helen Meng:
Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization. CoRR abs/2106.10127 (2021) - [i22]Disong Wang, Liqun Deng, Yu Ting Yeung, Xiao Chen, Xunying Liu, Helen Meng:
VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-shot Voice Conversion. CoRR abs/2106.10132 (2021) - [i21]Hui Lu, Zhiyong Wu, Xixin Wu, Xu Li, Shiyin Kang, Xunying Liu, Helen Meng:
VAENAR-TTS: Variational Auto-Encoder based Non-AutoRegressive Text-to-Speech Synthesis. CoRR abs/2107.03298 (2021) - [i20]Xu Li, Xixin Wu, Hui Lu, Xunying Liu, Helen Meng:
Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks. CoRR abs/2107.08803 (2021) - [i19]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) - [i18]Junhao Xu, Jianwei Yu, Xunying Liu, Helen Meng:
Mixed Precision DNN Qunatization for Overlapped Speech Separation and Recognition. CoRR abs/2111.14479 (2021) - [i17]Junhao Xu, Xie Chen, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng:
Low-bit Quantization of Recurrent Neural Network Language Models Using Alternating Direction Methods of Multipliers. CoRR abs/2111.14836 (2021) - [i16]Junhao Xu, Jianwei Yu, Shoukang Hu, Xunying Liu, Helen Meng:
Mixed Precision Low-bit Quantization of Neural Network Language Models for Speech Recognition. CoRR abs/2112.11438 (2021) - [i15]Junhao Xu, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng:
Mixed Precision of Quantization of Transformer Language Models for Speech Recognition. CoRR abs/2112.11540 (2021) - 2020
- [i14]Jianwei Yu, Shi-Xiong Zhang, Jian Wu, Shahram Ghorbani, Bo Wu, Shiyin Kang, Shansong Liu, Xunying Liu, Helen Meng, Dong Yu:
Audio-visual Recognition of Overlapped speech for the LRS2 dataset. CoRR abs/2001.01656 (2020) - [i13]Xu Li, Xixin Wu, Xunying Liu, Helen Meng:
Deep segmental phonetic posterior-grams based discovery of non-categories in L2 English speech. CoRR abs/2002.00205 (2020) - [i12]Shoukang Hu, Sirui Xie, Hehui Zheng, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin:
DSNAS: Direct Neural Architecture Search without Parameter Retraining. CoRR abs/2002.09128 (2020) - [i11]Xu Li, Jinghua Zhong, Jianwei Yu, Shoukang Hu, Xixin Wu, Xunying Liu, Helen Meng:
Bayesian x-vector: Bayesian Neural Network based x-vector System for Speaker Verification. CoRR abs/2004.04014 (2020) - [i10]Jianwei Yu, Bo Wu, Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Dong Yu, Xunying Liu, Helen Meng:
Audio-visual Multi-channel Recognition of Overlapped Speech. CoRR abs/2005.08571 (2020) - [i9]Xu Li, Na Li, Jinghua Zhong, Xixin Wu, Xunying Liu, Dan Su
, Dong Yu, Helen Meng:
Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification. CoRR abs/2006.06186 (2020) - [i8]Shoukang Hu, Xurong Xie, Shansong Liu, Mengzhe Geng, Xunying Liu, Helen Meng:
Neural Architecture Search for Speech Recognition. CoRR abs/2007.08818 (2020) - [i7]Sirui Xie, Shoukang Hu, Xinjiang Wang, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin:
Understanding the wiring evolution in differentiable neural architecture search. CoRR abs/2009.01272 (2020) - [i6]Songxiang Liu, Yuewen Cao, Disong Wang, Xixin Wu, Xunying Liu, Helen Meng:
Any-to-Many Voice Conversion with Location-Relative Sequence-to-Sequence Modeling. CoRR abs/2009.02725 (2020) - [i5]Xu Li, Na Li, Chao Weng, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
Replay and Synthetic Speech Detection with Res2net Architecture. CoRR abs/2010.15006 (2020) - [i4]Disong Wang, Songxiang Liu, Lifa Sun, Xixin Wu, Xunying Liu, Helen Meng:
Learning Explicit Prosody Models and Deep Speaker Embeddings for Atypical Voice Conversion. CoRR abs/2011.01678 (2020) - [i3]Xurong Xie, Xunying Liu, Tan Lee, Lan Wang:
Bayesian Learning for Deep Neural Network Adaptation. CoRR abs/2012.07460 (2020) - 2019
- [i2]Xu Li, Jinghua Zhong, Xixin Wu, Jianwei Yu, Xunying Liu, Helen Meng:
Adversarial Attacks on GMM i-vector based Speaker Verification Systems. CoRR abs/1911.03078 (2019) - 2017
- [i1]Xie Chen, Xunying Liu, Anton Ragni, Yu Wang, Mark J. F. Gales:
Future Word Contexts in Neural Network Language Models. CoRR abs/1708.05592 (2017)
Coauthor Index
aka: Mark John Francis Gales
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