Xurong Xie

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 68

Top Topics

Feature Generation

Speaker Adaptation

Speech Recognition

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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)
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)
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 (2024)
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)
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)
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 (2023)
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)
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)
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 (2023)
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)
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 (2023)
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)
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)
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 (2023)
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 (2023)
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)
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 (2023)
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)
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)
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 (2022)
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)
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)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
Xurong Xie, Rukiye Ruzi, Xunying Liu, Lan Wang
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition. CoRR (2022)
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 (2022)
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)
Xurong Xie, Xiang Sui, Xunying Liu, Lan Wang
Investigation of Deep Neural Network Acoustic Modelling Approaches for Low Resource Accented Mandarin Speech Recognition. CoRR (2022)
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)
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 (2022)
Mengzhe Geng, Xurong Xie, Shansong Liu, Jianwei Yu, Shoukang Hu, Xunying Liu, Helen Meng
Investigation of Data Augmentation Techniques for Disordered Speech Recognition. CoRR (2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
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)
Xurong Xie, Rukiye Ruzi, Xunying Liu, Lan Wang
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition. Interspeech (2021)
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 (2021)
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)
Xurong Xie, Xunying Liu, Tan Lee, Lan Wang
Bayesian Learning for Deep Neural Network Adaptation. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
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)
Zengrui Jin, Mengzhe Geng, Xurong Xie, Jianwei Yu, Shansong Liu, Xunying Liu, Helen Meng
Adversarial Data Augmentation for Disordered Speech Recognition. CoRR (2021)
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)
Zengrui Jin, Mengzhe Geng, Xurong Xie, Jianwei Yu, Shansong Liu, Xunying Liu, Helen Meng
Adversarial Data Augmentation for Disordered Speech Recognition. Interspeech (2021)
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 (2021)
Haibin Liu, Xurong Xie, Rukiye Ruzi, Lan Wang, Nan Yan
RE-RLTuner: A topic-based music generation method. RCAR (2021)
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)
Xurong Xie, Xunying Liu, Tan Lee, Lan Wang
Bayesian Learning for Deep Neural Network Adaptation. CoRR (2020)
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)
Shoukang Hu, Xurong Xie, Shansong Liu, Mengzhe Geng, Xunying Liu, Helen Meng
Neural Architecture Search for Speech Recognition. CoRR (2020)
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)
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)
Xurong Xie, Xunying Liu, Tan Lee, Lan Wang
Fast DNN Acoustic Model Speaker Adaptation by Learning Hidden Unit Contribution Features. INTERSPEECH (2019)
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)
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)
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)
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)
Xurong Xie, Xunying Liu, Tan Lee, Lan Wang
RNN-LDA Clustering for Feature Based DNN Adaptation. INTERSPEECH (2017)
Xurong Xie, Xunying Liu, Lan Wang
Deep Neural Network Based Acoustic-to-Articulatory Inversion Using Phone Sequence Information. INTERSPEECH (2016)
Xurong Xie, Xunying Liu, Lan Wang, Rongfeng Su
Generalized variable parameter HMMs based acoustic-to-articulatory inversion. INTERSPEECH (2015)
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)
Xurong Xie, Rongfeng Su, Xunying Liu, Lan Wang
Deep neural network bottleneck features for generalized variable parameter HMMs. INTERSPEECH (2014)