Zhiqiang Guo (郭志强) Ph.D. Student National Engineering Research Center of Speech and Language Information Processing Department of Electronic Engineering and Information Science University of Science and Technology of China Email: gzq@mail.ustc.edu.cn [Education] [Publications] [Shared Tasks]

Hi there! My name is Zhiqiang Guo.
I am currently a fourth-year Ph.D. student at University of Science and Technology of China, supervised by Prof. Zhen-Hua Ling.
My main research interests lie within deep learning for speech processing and natural language processing.

• Ph.D. Candidate
  2018.09 - 2023.06 (Expected): University of Science and Technology of China
• Bachelor's Degree
  2014.09 - 2018.06: University of Science and Technology of China

• Detecting Alzheimer's Disease from Speech by Incorporating Text and Audio Features.
  Zhiqiang Guo, Zhaoci Liu, Xin Li, Zhen-Hua Ling
  IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2022, under review


• Text Classification by Contrastive Learning and Cross-lingual Data Augmentation for Alzheimer’s Disease Detection.
  Zhiqiang Guo, Zhaoci Liu, Zhen-Hua Ling
  In Proceedings of the 27th International Conference on Computational Linguistics (COLING), 2020, Oral


• Detecting Alzheimer's Disease from Continuous Speech Using Language Models.
  Zhiqiang Guo, Zhen-Hua Ling, Yunxia Li
  Journal of Alzheimer's Disease (JAD), 2019


• Dementia Detection by Fusing Speech and Eye-Tracking Representation.
  Zhengyan Sheng, Zhiqiang Guo, Xin Li, Yunxia Li, Zhenhua Ling
  ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022


• Neural Grapheme-To-Phoneme Conversion with Pre-Trained Grapheme Models.
  Lu Dong, Zhiqiang Guo, Chao-Hong Tan, Ya-Jun Hu, Yuan Jiang, Zhen-Hua Ling
  ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022


• Detecting Alzheimer's Disease from Speech Using Neural Networks with Bottleneck Features and Data Augmentation.
  Zhaoci Liu, Zhiqiang Guo, Zhen-Hua Ling, Yunxia Li
  ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021


• Dementia detection by analyzing spontaneous mandarin speech.
  Zhaoci Liu, Zhiqiang Guo, Zhen-Hua Ling, Shijin Wang, Yunxia Li
  In the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). 2019.

• 2021   Rank third on the task of short audio recognition of Alzheimer's Disease Detection Challenge, in Proceedings of the 16th National Conference on Man-Machine Speech Communication (NCMMSC).