Stavros Petridis

According to our database, Stavros Petridis authored at least 95 papers between 2006 and 2024.

Collaborative distances:

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

2024

Full-Rank No More: Low-Rank Weight Training for Modern Speech Recognition Models.

Adriana Fernandez-Lopez, Shiwei Liu, Lu Yin, Stavros Petridis, Maja Pantic

CoRR, 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

RT-LA-VocE: Real-Time Low-SNR Audio-Visual Speech Enhancement.

Honglie Chen, Rodrigo Mira, Stavros Petridis, 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

Diffused Heads: Diffusion Models Beat GANs on Talking-Face Generation.

Michal Stypulkowski, Konstantinos Vougioukas, Sen He, Maciej Zieba, Stavros Petridis, Maja Pantic

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Unified Speech Recognition: A Single Model for Auditory, Visual, and Audiovisual Inputs.

Alexandros Haliassos, Rodrigo Mira, Honglie Chen, Zoe Landgraf, Stavros Petridis, Maja Pantic

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

BRAVEn: Improving Self-supervised pre-training for Visual and Auditory Speech Recognition.

Alexandros Haliassos, Andreas Zinonos, Rodrigo Mira, Stavros Petridis, Maja Pantic

Proceedings of the IEEE International Conference on Acoustics, 2024

Hearing Loss Detection From Facial Expressions in One-On-One Conversations.

Yufeng Yin, Ishwarya Ananthabhotla, Vamsi Krishna Ithapu, Stavros Petridis, Yu-Hsiang Wu, Christi Miller

Proceedings of the IEEE International Conference on Acoustics, 2024

EMOPortraits: Emotion-Enhanced Multimodal One-Shot Head Avatars.

Nikita Drobyshev, Antoni Bigata Casademunt, Konstantinos Vougioukas, Zoe Landgraf, Stavros Petridis, Maja Pantic

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

Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition?

Abhinav Shukla, Stavros Petridis, Maja Pantic

IEEE Trans. Affect. Comput., 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

Laughing Matters: Introducing Laughing-Face Generation using Diffusion Models.

Antoni Bigata Casademunt, Rodrigo Mira, Nikita Drobyshev, Konstantinos Vougioukas, Stavros Petridis, Maja Pantic

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

LA-VOCE: LOW-SNR Audio-Visual Speech Enhancement Using Neural Vocoders.

Rodrigo Mira, Buye Xu, Jacob Donley, Anurag Kumar, Stavros Petridis, Vamsi Krishna Ithapu, 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

SS-VAERR: Self-Supervised Apparent Emotional Reaction Recognition from Video.

Marija Jegorova, Stavros Petridis, Maja Pantic

Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 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

Laughing Matters: Introducing Audio-Driven Laughing-Face Generation with Diffusion Models.

Antoni Bigata Casademunt, Rodrigo Mira, Nikita Drobyshev, Konstantinos Vougioukas, Stavros Petridis, Maja Pantic

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Visual speech recognition for multiple languages in the wild.

Pingchuan Ma, Stavros Petridis, Maja Pantic

Nat. Mac. Intell., November, 2022

SVTS: Scalable Video-to-Speech Synthesis.

Rodrigo Schoburg Carrillo de Mira, Alexandros Haliassos, Stavros Petridis, Björn W. Schuller, Maja Pantic

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 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

Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection.

Alexandros Haliassos, Rodrigo Mira, Stavros Petridis, Maja Pantic

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Domain Generalisation for Apparent Emotional Facial Expression Recognition across Age-Groups.

Rafael Poyiadzi, Jie Shen, Stavros Petridis, Yujiang Wang, Maja Pantic

CoRR, 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

DINO: A Conditional Energy-Based GAN for Domain Translation.

Konstantinos Vougioukas, Stavros Petridis, Maja Pantic

Proceedings of the 9th International Conference on Learning Representations, 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

Lips Don't Lie: A Generalisable and Robust Approach To Face Forgery Detection.

Alexandros Haliassos, Konstantinos Vougioukas, Stavros Petridis, Maja Pantic

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Blind Audio-Visual Localization and Separation via Low-Rank and Sparsity.

Jie Pu, Yannis Panagakis, Stavros Petridis, Jie Shen, Maja Pantic

IEEE Trans. Cybern., 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

Realistic Speech-Driven Facial Animation with GANs.

Konstantinos Vougioukas, Stavros Petridis, Maja Pantic

Int. J. Comput. Vis., 2020

Learning Speech Representations from Raw Audio by Joint Audiovisual Self-Supervision.

Abhinav Shukla, Stavros Petridis, Maja Pantic

CoRR, 2020

Does Visual Self-Supervision Improve Learning of Speech Representations?

Abhinav Shukla, Stavros Petridis, Maja Pantic

CoRR, 2020

Domain Adversarial Neural Networks for Dysarthric Speech Recognition.

Dominika Woszczyk, Stavros Petridis, David E. Millard

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 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

Speech-Driven Facial Animation Using Polynomial Fusion of Features.

Triantafyllos Kefalas, Konstantinos Vougioukas, Yannis Panagakis, Stavros Petridis, Jean Kossaifi, 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

A real-time and unsupervised face re-identification system for human-robot interaction.

Yujiang Wang, Jie Shen, Stavros Petridis, Maja Pantic

Pattern Recognit. Lett., 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

End-to-End Speech-Driven Realistic Facial Animation with Temporal GANs.

Konstantinos Vougioukas, Stavros Petridis, Maja Pantic

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Transfer Learning for Action Unit Recognition.

Yen Khye Lim, Zukang Liao, Stavros Petridis, Maja Pantic

CoRR, 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

Visual-Only Recognition of Normal, Whispered and Silent Speech.

Stavros Petridis, Jie Shen, Doruk Cetin, Maja Pantic

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Online Attention for Interpretable Conflict Estimation in Political Debates.

Ruben Vereecken, Stavros Petridis, Yiannis Panagakis, Maja Pantic

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

End-to-End Speech-Driven Facial Animation with Temporal GANs.

Konstantinos Vougioukas, Stavros Petridis, Maja Pantic

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Local Deep Neural Networks for Age and Gender Classification.

Zukang Liao, Stavros Petridis, Maja Pantic

CoRR, 2017

Audio-visual object localization and separation using low-rank and sparsity.

Jie Pu, Yannis Panagakis, Stavros Petridis, Maja Pantic

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

End-to-end visual speech recognition with LSTMS.

Stavros Petridis, Zuwei Li, Maja Pantic

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

End-to-End Multi-View Lipreading.

Stavros Petridis, Yujiang Wang, Zuwei Li, Maja Pantic

Proceedings of the British Machine Vision Conference 2017, 2017

End-to-End Audiovisual Fusion with LSTMs.

Stavros Petridis, Yujiang Wang, Zuwei Li, Maja Pantic

Proceedings of the 14th International Conference on Auditory-Visual Speech Processing, 2017

2016

Discrimination Between Native and Non-Native Speech Using Visual Features Only.

Christos Georgakis, Stavros Petridis, Maja Pantic

IEEE Trans. Cybern., 2016

Prediction-Based Audiovisual Fusion for Classification of Non-Linguistic Vocalisations.

Stavros Petridis, Maja Pantic

IEEE Trans. Affect. Comput., 2016

Multi-modal Neural Conditional Ordinal Random Fields for agreement level estimation.

Nemanja Rakicevic, Ognjen Rudovic, Stavros Petridis, Maja Pantic

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Deep complementary bottleneck features for visual speech recognition.

Stavros Petridis, Maja Pantic

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

The MAHNOB Mimicry Database: A database of naturalistic human interactions.

Sanjay Bilakhia, Stavros Petridis, Anton Nijholt, Maja Pantic

Pattern Recognit. Lett., 2015

Comparison of single-model and multiple-model prediction-based audiovisual fusion.

Stavros Petridis, Varun Rajgarhia, Maja Pantic

Proceedings of the Auditory-Visual Speech Processing, 2015

Neural conditional ordinal random fields for agreement level estimation.

Nemanja Rakicevic, Ognjen Rudovic, Stavros Petridis, Maja Pantic

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014

Discriminating Native from Non-Native Speech Using Fusion of Visual Cues.

Christos Georgakis, Stavros Petridis, Maja Pantic

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Visual-only discrimination between native and non-native speech.

Christos Georgakis, Stavros Petridis, Maja Pantic

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

The MAHNOB Laughter database.

Stavros Petridis, Brais Martínez, Maja Pantic

Image Vis. Comput., 2013

Bimodal log-linear regression for fusion of audio and visual features.

Ognjen Rudovic, Stavros Petridis, Maja Pantic

Proceedings of the ACM Multimedia Conference, 2013

Audiovisual Detection of Laughter in Human-Machine Interaction.

Stavros Petridis, Maelle Leveque, Maja Pantic

Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

Audiovisual Detection of Behavioural Mimicry.

Sanjay Bilakhia, Stavros Petridis, Maja Pantic

Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012

Audiovisual discrimination between laughter and speech.

Stavros Petridis

PhD thesis, 2012

Comparison of prediction-based fusion and feature-level fusion across different learning models.

Stavros Petridis, Sanjay Bilakhia, Maja Pantic

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Audiovisual vocal outburst classification in noisy acoustic conditions.

Florian Eyben, Stavros Petridis, Björn W. Schuller, Maja Pantic

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Audiovisual Discrimination Between Speech and Laughter: Why and When Visual Information Might Help.

Stavros Petridis, Maja Pantic

IEEE Trans. Multim., 2011

Audiovisual classification of vocal outbursts in human conversation using Long-Short-Term Memory networks.

Florian Eyben, Stavros Petridis, Björn W. Schuller, George Tzimiropoulos, Stefanos Zafeiriou, Maja Pantic

Proceedings of the IEEE International Conference on Acoustics, 2011

Prediction-based classification for audiovisual discrimination between laughter and speech.

Stavros Petridis, Maja Pantic, Jeffrey F. Cohn

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

2010

Classifying laughter and speech using audio-visual feature prediction.

Stavros Petridis, Ali Asghar, Maja Pantic

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Static vs. dynamic modeling of human nonverbal behavior from multiple cues and modalities.

Stavros Petridis, Hatice Gunes, Sebastian Kaltwang, Maja Pantic

Proceedings of the 11th International Conference on Multimodal Interfaces, 2009

Is this joke really funny? judging the mirth by audiovisual laughter analysis.

Stavros Petridis, Maja Pantic

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

2008

Learning to Detect Aircraft at Low Resolutions.

Stavros Petridis, Christopher Geyer, Sanjiv Singh

Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Audiovisual laughter detection based on temporal features.

Stavros Petridis, Maja Pantic

Proceedings of the 10th International Conference on Multimodal Interfaces, 2008

Audiovisual discrimination between laughter and speech.

Stavros Petridis, Maja Pantic

Proceedings of the IEEE International Conference on Acoustics, 2008

Fusion of audio and visual cues for laughter detection.

Stavros Petridis, Maja Pantic

Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

2007

Machine learned regression for abductive DNA sequencing.

David Thornley, Maxim Zverev, Stavros Petridis

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Decoding Trace Peak Behaviour - A Neuro-Fuzzy Approach.

David Thornley, Stavros Petridis

Proceedings of the FUZZ-IEEE 2007, 2007

2006

Construction of Neural Network Based Lyapunov Functions.

Vassilios Petridis, Stavros Petridis

Proceedings of the International Joint Conference on Neural Networks, 2006

Machine Learning in Basecalling Decoding Trace Peak Behaviour.

David Thornley, Stavros Petridis

Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006