Mengzhe Geng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 63

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)
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)
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)
Cheng Gong, Erica Cooper, Xin Wang, Chunyu Qiang, Mengzhe Geng, Dan Wells, Longbiao Wang, Jianwu Dang, Marc Tessier, Aidan Pine, Korin Richmond, Junichi Yamagishi
An Initial Investigation of Language Adaptation for TTS Systems under Low-resource Scenarios. 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)
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 (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)
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 (2024)
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 (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)
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)
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)
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)
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 (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)
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 (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)
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 (2023)
Jiankai Sun, Chuanyang Zheng, Enze Xie, Zhengying Liu, Ruihang Chu, Jianing Qiu, Jiaqi Xu, Mingyu Ding, Hongyang Li, Mengzhe Geng, Yue Wu, Wenhai Wang, Junsong Chen, Zhangyue Yin, Xiaozhe Ren, Jie Fu, Junxian He, Wu Yuan, Qi Liu, Xihui Liu, Yu Li, Hao Dong, Yu Cheng, Ming Zhang, Pheng-Ann Heng, Jifeng Dai, Ping Luo, Jingdong Wang, Ji-Rong Wen, Xipeng Qiu, Yike Guo, Hui Xiong, Qun Liu, Zhenguo Li
A Survey of Reasoning with Foundation Models. 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)
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 (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)
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)
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)
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)
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 (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)
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)
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 (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)
Boyang Xue, Shoukang Hu, Junhao Xu, Mengzhe Geng, Xunying Liu, Helen Meng
Bayesian Neural Network Language Modeling for 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)
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 (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)
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)
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)
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 (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)
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)
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)