Pingchuan Ma

According to our database, Pingchuan Ma authored at least 33 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Large Language Models Are Strong Audio-Visual Speech Recognition Learners.

Umberto Cappellazzo, Minsu Kim, Honglie Chen, Pingchuan Ma, Stavros Petridis, Daniele Falavigna, Alessio Brutti, Maja Pantic

CoRR, 2024

Dynamic Data Pruning for Automatic Speech Recognition.

Qiao Xiao, Pingchuan Ma, Adriana Fernandez-Lopez, Boqian Wu, Lu Yin, Stavros Petridis, Mykola Pechenizkiy, Maja Pantic, Decebal Constantin Mocanu, Shiwei Liu

CoRR, 2024

MSRS: Training Multimodal Speech Recognition Models from Scratch with Sparse Mask Optimization.

Adriana Fernandez-Lopez, Honglie Chen, Pingchuan Ma, Lu Yin, Qiao Xiao, Stavros Petridis, Shiwei Liu, Maja Pantic

CoRR, 2024

2023

KAN-AV dataset for audio-visual face and speech analysis in the wild.

Triantafyllos Kefalas, Eftychia Fotiadou, Markos Georgopoulos, Yannis Panagakis, Pingchuan Ma, Stavros Petridis, Themos Stafylakis, Maja Pantic

Image Vis. Comput., December, 2023

Self-Supervised Video-Centralised Transformer for Video Face Clustering.

Yujiang Wang, Mingzhi Dong, Jie Shen, Yiming Luo, Yiming Lin, Pingchuan Ma, Stavros Petridis, Maja Pantic

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

End-to-End Video-to-Speech Synthesis Using Generative Adversarial Networks.

Rodrigo Mira, Konstantinos Vougioukas, Pingchuan Ma, Stavros Petridis, Björn W. Schuller, Maja Pantic

IEEE Trans. Cybern., June, 2023

Omnidirectional Image Quality Assessment With Knowledge Distillation.

Lixiong Liu, Pingchuan Ma, Chongwen Wang, Dong Xu

IEEE Signal Process. Lett., 2023

TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch.

Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao, Robin Scheibler, Samuele Cornell, Sean Kim, Stavros Petridis

CoRR, 2023

Is dataset condensation a silver bullet for healthcare data sharing?

Yujiang Wang, Anshul Thakur, Mingzhi Dong, Pingchuan Ma, Stavros Petridis, Li Shang, Tingting Zhu, David A. Clifton

CoRR, 2023

SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision.

Xubo Liu, Egor Lakomkin, Konstantinos Vougioukas, Pingchuan Ma, Honglie Chen, Ruiming Xie, Morrie Doulaty, Niko Moritz, Jáchym Kolár, Stavros Petridis, Maja Pantic, Christian Fuegen

CoRR, 2023

SparseVSR: Lightweight and Noise Robust Visual Speech Recognition.

Adriana Fernandez-Lopez, Honglie Chen, Pingchuan Ma, Alexandros Haliassos, Stavros Petridis, Maja Pantic

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Streaming Audio-Visual Speech Recognition with Alignment Regularization.

Pingchuan Ma, Niko Moritz, Stavros Petridis, Christian Fuegen, Maja Pantic

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Jointly Learning Visual and Auditory Speech Representations from Raw Data.

Alexandros Haliassos, Pingchuan Ma, Rodrigo Mira, Stavros Petridis, Maja Pantic

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Learning Cross-Lingual Visual Speech Representations.

Andreas Zinonos, Alexandros Haliassos, Pingchuan Ma, Stavros Petridis, Maja Pantic

Proceedings of the IEEE International Conference on Acoustics, 2023

Auto-AVSR: Audio-Visual Speech Recognition with Automatic Labels.

Pingchuan Ma, Alexandros Haliassos, Adriana Fernandez-Lopez, Honglie Chen, Stavros Petridis, Maja Pantic

Proceedings of the IEEE International Conference on Acoustics, 2023

SynthVSR: Scaling Up Visual Speech RecognitionWith Synthetic Supervision.

Xubo Liu, Egor Lakomkin, Konstantinos Vougioukas, Pingchuan Ma, Honglie Chen, Ruiming Xie, Morrie Doulaty, Niko Moritz, Jáchym Kolár, Stavros Petridis, Maja Pantic, Christian Fuegen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

TorchAudio 2.1: Advancing Speech Recognition, Self-Supervised Learning, and Audio Processing Components for Pytorch.

Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Visual speech recognition for multiple languages in the wild.

Pingchuan Ma, Stavros Petridis, Maja Pantic

Nat. Mac. Intell., November, 2022

Training Strategies for Improved Lip-Reading.

Pingchuan Ma, Yujiang Wang, Stavros Petridis, Jie Shen, Maja Pantic

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Lip-reading with Densely Connected Temporal Convolutional Networks.

Pingchuan Ma, Yujiang Wang, Jie Shen, Stavros Petridis, Maja Pantic

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

LiRA: Learning Visual Speech Representations from Audio Through Self-Supervision.

Pingchuan Ma, Rodrigo Mira, Stavros Petridis, Björn W. Schuller, Maja Pantic

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

End-To-End Audio-Visual Speech Recognition with Conformers.

Pingchuan Ma, Stavros Petridis, Maja Pantic

Proceedings of the IEEE International Conference on Acoustics, 2021

Detecting Adversarial Attacks on Audiovisual Speech Recognition.

Pingchuan Ma, Stavros Petridis, Maja Pantic

Proceedings of the IEEE International Conference on Acoustics, 2021

Towards Practical Lipreading with Distilled and Efficient Models.

Pingchuan Ma, Brais Martínez, Stavros Petridis, Maja Pantic

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

End-to-end visual speech recognition for small-scale datasets.

Stavros Petridis, Yujiang Wang, Pingchuan Ma, Zuwei Li, Maja Pantic

Pattern Recognit. Lett., 2020

Visually Guided Self Supervised Learning of Speech Representations.

Abhinav Shukla, Konstantinos Vougioukas, Pingchuan Ma, Stavros Petridis, Maja Pantic

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Lipreading Using Temporal Convolutional Networks.

Brais Martínez, Pingchuan Ma, Stavros Petridis, Maja Pantic

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Towards Pose-Invariant Lip-Reading.

Shiyang Cheng, Pingchuan Ma, Georgios Tzimiropoulos, Stavros Petridis, Adrian Bulat, Jie Shen, Maja Pantic

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Detecting Adversarial Attacks On Audio-Visual Speech Recognition.

Pingchuan Ma, Stavros Petridis, Maja Pantic

CoRR, 2019

Video-Driven Speech Reconstruction Using Generative Adversarial Networks.

Konstantinos Vougioukas, Pingchuan Ma, Stavros Petridis, Maja Pantic

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Investigating the Lombard Effect Influence on End-to-End Audio-Visual Speech Recognition.

Pingchuan Ma, Stavros Petridis, Maja Pantic

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

Audio-Visual Speech Recognition with a Hybrid CTC/Attention Architecture.

Stavros Petridis, Themos Stafylakis, Pingchuan Ma, Georgios Tzimiropoulos, Maja Pantic

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

End-to-End Audiovisual Speech Recognition.

Stavros Petridis, Themos Stafylakis, Pingchuan Ma, Feipeng Cai, Georgios Tzimiropoulos, Maja Pantic

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018