Donald S. Williamson

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 39

Top Topics

Speech Enhancement

Quality Assessment

Voice Activity Detection

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Sabid Bin Habib Pias, Ran Huang, Donald S. Williamson, Minjeong Kim, Apu Kapadia
The Impact of Perceived Tone, Age, and Gender on Voice Assistant Persuasiveness in the Context of Product Recommendations. CUI (2024)
Sabid Bin Habib Pias, Alicia Freel, Timothy Trammel, Taslima Akter, Donald S. Williamson, Apu Kapadia
The Drawback of Insight: Detailed Explanations Can Reduce Agreement with XAI. CoRR (2024)
Khandokar Md. Nayem, Donald S. Williamson
Attention-Based Speech Enhancement Using Human Quality Perception Modeling. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Sabid Bin Habib Pias, Ran Huang, Donald S. Williamson, Minjeong Kim, Apu Kapadia
The Impact of Perceived Tone, Age, and Gender on Voice Assistant Persuasiveness in the Context of Product Recommendations. CoRR (2024)
Yuchen Liu, Natasha Ong, Kaiyan Peng, Bo Xiong, Qifan Wang, Rui Hou, Madian Khabsa, Kaiyue Yang, David Liu, Donald S. Williamson, Hanchao Yu
MMViT: Multiscale Multiview Vision Transformers. CoRR (2023)
Yuying Li, Yuchen Liu, Donald S. Williamson
A Composite T60 Regression and Classification Approach for Speech Dereverberation. CoRR (2023)
Yuchen Liu, Apu Kapadia, Donald S. Williamson
Privacy-preserving and Privacy-attacking Approaches for Speech and Audio - A Survey. CoRR (2023)
Yuying Li, Yuchen Liu, Donald S. Williamson
A Composite T60 Regression and Classification Approach for Speech Dereverberation. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Gaoxiong Yi, Wei Xiao, Yiming Xiao, Babak Naderi, Sebastian Möller, Wafaa Wardah, Gabriel Mittag, Ross Cutler, Zhuohuang Zhang, Donald S. Williamson, Fei Chen, Fuzheng Yang, Shidong Shang
ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications. CoRR (2022)
Zhuohuang Zhang, Donald S. Williamson, Yi Shen
Investigation on the Band Importance of Phase-aware Speech Enhancement. INTERSPEECH (2022)
Yuchen Liu, Apu Kapadia, Donald S. Williamson
Preventing sensitive-word recognition using self-supervised learning to preserve user-privacy for automatic speech recognition. INTERSPEECH (2022)
Gaoxiong Yi, Wei Xiao, Yiming Xiao, Babak Naderi, Sebastian Möller, Wafaa Wardah, Gabriel Mittag, Ross Cutler, Zhuohuang Zhang, Donald S. Williamson, Fei Chen, Fuzheng Yang, Shidong Shang
ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications. INTERSPEECH (2022)
Khandokar Md. Nayem, Donald S. Williamson
Towards An ASR Approach Using Acoustic and Language Models for Speech Enhancement. ICASSP (2021)
Khandokar Md. Nayem, Donald S. Williamson
Incorporating Embedding Vectors from a Human Mean-Opinion Score Prediction Model for Monaural Speech Enhancement. Interspeech (2021)
Yuying Li, Yuchen Liu, Donald S. Williamson
On Loss Functions for Deep-Learning Based T60 Estimation. ICASSP (2021)
Piyush Vyas, Anastasia Kuznetsova, Donald S. Williamson
Optimally Encoding Inductive Biases into the Transformer Improves End-to-End Speech Translation. Interspeech (2021)
Zhuohuang Zhang, Yong Xu, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Donald S. Williamson, Dong Yu
Multi-Channel Multi-Frame ADL-MVDR for Target Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Zhuohuang Zhang, Piyush Vyas, Xuan Dong, Donald S. Williamson
An End-To-End Non-Intrusive Model for Subjective and Objective Real-World Speech Assessment Using a Multi-Task Framework. ICASSP (2021)
Yuchen Liu, Ziyu Xiang, Eun Ji Seong, Apu Kapadia, Donald S. Williamson
Defending Against Microphone-Based Attacks with Personalized Noise. Proc. Priv. Enhancing Technol. 2021 (2) (2021)
Yuying Li, Donald S. Williamson
A Return to Dereverberation in the Frequency Domain Using a Joint Learning Approach. ICASSP (2020)
Zhuohuang Zhang, Chengyun Deng, Yi Shen, Donald S. Williamson, Yongtao Sha, Yi Zhang, Hui Song, Xiangang Li
On Loss Functions and Recurrency Training for GAN-Based Speech Enhancement Systems. INTERSPEECH (2020)
Xuan Dong, Donald S. Williamson
An Attention Enhanced Multi-Task Model for Objective Speech Assessment in Real-World Environments. ICASSP (2020)
Xuan Dong, Donald S. Williamson
A Pyramid Recurrent Network for Predicting Crowdsourced Speech-Quality Ratings of Real-World Signals. CoRR (2020)
Zhuohuang Zhang, Donald S. Williamson, Yi Shen
Investigation of Phase Distortion on Perceived Speech Quality for Hearing-Impaired Listeners. INTERSPEECH (2020)
Zhuohuang Zhang, Donald S. Williamson, Yi Shen
Investigation of Phase Distortion on Perceived Speech Quality for Hearing-impaired Listeners. CoRR (2020)
Zhuohuang Zhang, Yong Xu, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Donald S. Williamson, Dong Yu
Multi-channel Multi-frame ADL-MVDR for Target Speech Separation. CoRR (2020)
Zhuohuang Zhang, Chengyun Deng, Yi Shen, Donald S. Williamson, Yongtao Sha, Yi Zhang, Hui Song, Xiangang Li
On Loss Functions and Recurrency Training for GAN-based Speech Enhancement Systems. CoRR (2020)
Xuan Dong, Donald S. Williamson
A Pyramid Recurrent Network for Predicting Crowdsourced Speech-Quality Ratings of Real-World Signals. INTERSPEECH (2020)
Khandokar Md. Nayem, Donald S. Williamson
Monaural Speech Enhancement Using Intra-Spectral Recurrent Layers in the Magnitude and Phase Responses. ICASSP (2020)
Xuan Dong, Donald S. Williamson
A Classification-Aided Framework for Non-Intrusive Speech Quality Assessment. WASPAA (2019)
Khandokar Md. Nayem, Donald S. Williamson
Incorporating Intra-Spectral Dependencies with a Recurrent Output Layer for Improved Speech Enhancement. MLSP (2019)
Harshit Krishnakumar, Donald S. Williamson
A Comparison of Boosted Deep Neural Networks for Voice Activity Detection. GlobalSIP (2019)
Zhuohuang Zhang, Yi Shen, Donald S. Williamson
Objective Comparison of Speech Enhancement Algorithms with Hearing Loss Simulation. ICASSP (2019)
Donald S. Williamson
Monaural speech separation using a phase-Aware Deep denoising Auto encoder. MLSP (2018)
Xuan Dong, Donald S. Williamson
Long-Term SNR Estimation Using Noise Residuals and a Two-Stage Deep-Learning Framework. LVA/ICA (2018)
Donald S. Williamson, DeLiang Wang
Time-Frequency Masking in the Complex Domain for Speech Dereverberation and Denoising. IEEE ACM Trans. Audio Speech Lang. Process. 25 (7) (2017)
Donald S. Williamson, DeLiang Wang
Speech dereverberation and denoising using complex ratio masks. ICASSP (2017)
Donald S. Williamson, Yuxuan Wang, DeLiang Wang
Complex ratio masking for joint enhancement of magnitude and phase. ICASSP (2016)
Donald S. Williamson, Yuxuan Wang, DeLiang Wang
Complex Ratio Masking for Monaural Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. 24 (3) (2016)
Donald S. Williamson, Yuxuan Wang, DeLiang Wang
Deep neural networks for estimating speech model activations. ICASSP (2015)
Donald S. Williamson, Yuxuan Wang, DeLiang Wang
A two-stage approach for improving the perceptual quality of separated speech. ICASSP (2014)
Donald S. Williamson, Yuxuan Wang, DeLiang Wang
A sparse representation approach for perceptual quality improvement of separated speech. ICASSP (2013)
Youngmoo E. Kim, Donald S. Williamson, Sridhar Pilli
Towards Quantifying the "Album Effect" in Artist Identification. ISMIR (2006)