Geng, Mengzhe

1. A Survey of Reasoning with Foundation Models
   2023/12/17 by Sun, Jiankai, Zheng, Chuanyang, Xie, Enze +31 · 18 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Enhancing Pre-trained ASR System Fine-tuning for Dysarthric Speech Recognition using Adversarial Data Augmentation
   2024/01/01 by Wang, Huimeng, Jin, Zengrui, Geng, Mengzhe +5 · 4 citations
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
3. Bayesian Transformer Language Models for Speech Recognition
   2021/02/09 by Boyang Xue, Xue, Boyang, Jianwei Yu +15 · 2 citations
   Computer Science · #Speech Recognition and Synthesis #Topic Modeling #Natural Language Processing Techniques
4. An Initial Investigation of Language Adaptation for TTS Systems under Low-resource Scenarios
   2024/06/13 by Gong Cheng, Gong, Cheng, Erica Cooper +21 · 3 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimodal Machine Learning Applications #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
5. Self-supervised ASR Models and Features For Dysarthric and Elderly Speech Recognition
   2024/07/03 by Shujie Hu, Hu, Shujie, Xurong Xie +19 · 4 citations
   Computer Science · Medicine · #Speech Recognition and Synthesis #Voice and Speech Disorders
6. Audio-visual Multi-channel Integration and Recognition of Overlapped Speech
   2020/11/16 by Yu, Jianwei, Zhang, Shi-Xiong, Wu, Bo +6 · 1 citation
   #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
7. Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition
   2022/05/13 by Jin, Zengrui, Geng, Mengzhe, Deng, Jiajun +4 · 1 citation
   #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
8. Adversarial Data Augmentation Using VAE-GAN for Disordered Speech Recognition
   2022/11/03 by Jin, Zengrui, Xie, Xurong, Geng, Mengzhe +5 · 1 citation
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
9. Audio-visual End-to-end Multi-channel Speech Separation, Dereverberation and Recognition
   2023/07/06 by Guinan Li, Jiajun Deng, Li, Guinan +15 · 1 citation
   Computer Science · Engineering · #Speech and Audio Processing #Advanced Adaptive Filtering Techniques #Blind Source Separation Techniques
10. Factorised Speaker-environment Adaptive Training of Conformer Speech Recognition Systems
    2023/06/26 by Deng, Jiajun, Li, Guinan, Xie, Xurong +6 · 1 citation
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
11. Towards Automatic Data Augmentation for Disordered Speech Recognition
    2023/12/14 by Jin, Zengrui, Xie, Xurong, Wang, Tianzi +5 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
12. Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition
    2022/02/21 by Mengzhe Geng, Geng, Mengzhe, Xurong Xie +13 · 1 citation
    Health Professions · Medicine · Psychology · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Dysphagia Assessment and Management #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Phonetics and Phonology Research #Quantitative Methods (q-bio.QM) #Sound (cs.SD) #Voice and Speech Disorders #electronic engineering #information engineering
13. Hyper-parameter Adaptation of Conformer ASR Systems for Elderly and Dysarthric Speech Recognition
    2023/06/27 by Tianzi Wang, Shoukang Hu, Wang, Tianzi +13 · 1 citation
    Computer Science · Medicine · Psychology · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Phonetics and Phonology Research #Speech Recognition and Synthesis #Voice and Speech Disorders #electronic engineering #information engineering
14. Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection
    2022/06/23 by Tianzi Wang, Wang, Tianzi, Jiajun Deng +17 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
15. Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask
    2024/06/14 by Tianzi Wang, Xurong Xie, Wang, Tianzi +21 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Blind Source Separation Techniques #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
16. Confidence Score Based Conformer Speaker Adaptation for Speech Recognition
    2022/06/24 by Jiajun Deng, Deng, Jiajun, Xurong Xie +17 · 1 citation
    Computer Science · #Advanced Data Compression Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering