Machine Learning in Basecalling Decoding Trace Peak Behaviour. - David Thornley; Stavros Petridis (CIBCB, 2006)

Construction of Neural Network Based Lyapunov Functions. - Vassilios Petridis; Stavros Petridis (IJCNN, 2006)

Decoding Trace Peak Behaviour - A Neuro-Fuzzy Approach. - David Thornley; Stavros Petridis (FUZZ-IEEE, 2007)

Machine learned regression for abductive DNA sequencing. - David Thornley; Maxim Zverev; Stavros Petridis (ICMLA, 2007)

Fusion of audio and visual cues for laughter detection. - Stavros Petridis; Maja Pantic (CIVR, 2008)

Audiovisual discrimination between laughter and speech. - Stavros Petridis; Maja Pantic (ICASSP, 2008)

Audiovisual laughter detection based on temporal features. - Stavros Petridis; Maja Pantic (ICMI, 2008)

Learning to Detect Aircraft at Low Resolutions. - Stavros Petridis; Christopher Geyer; Sanjiv Singh (ICVS, 2008)

Is this joke really funny? judging the mirth by audiovisual laughter analysis. - Stavros Petridis; Maja Pantic (ICME, 2009)

Static vs. dynamic modeling of human nonverbal behavior from multiple cues and modalities. - Stavros Petridis; Hatice Gunes; Sebastian Kaltwang; Maja Pantic (ICMI, 2009)

Classifying laughter and speech using audio-visual feature prediction. - Stavros Petridis; Ali Asghar; Maja Pantic (ICASSP, 2010)

Prediction-based classification for audiovisual discrimination between laughter and speech. - Stavros Petridis; Maja Pantic; Jeffrey F. Cohn (FG, 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 (ICASSP, 2011)

Audiovisual Discrimination Between Speech and Laughter: Why and When Visual Information Might Help. - Stavros Petridis; Maja Pantic (IEEE Trans. Multim., 2011)

Audiovisual vocal outburst classification in noisy acoustic conditions. - Florian Eyben; Stavros Petridis; Björn W. Schuller; Maja Pantic (ICASSP, 2012)

Comparison of prediction-based fusion and feature-level fusion across different learning models. - Stavros Petridis; Sanjay Bilakhia; Maja Pantic (ACM Multimedia, 2012)

Audiovisual discrimination between laughter and speech. - Stavros Petridis (2012)

Audiovisual Detection of Behavioural Mimicry. - Sanjay Bilakhia; Stavros Petridis; Maja Pantic (ACII, 2013)

Audiovisual Detection of Laughter in Human-Machine Interaction. - Stavros Petridis; Maelle Leveque; Maja Pantic (ACII, 2013)

Bimodal log-linear regression for fusion of audio and visual features. - Ognjen Rudovic; Stavros Petridis; Maja Pantic (ACM Multimedia, 2013)

The MAHNOB Laughter database. - Stavros Petridis; Brais Martínez; Maja Pantic (Image Vis. Comput., 2013)

Visual-only discrimination between native and non-native speech. - Christos Georgakis 001; Stavros Petridis; Maja Pantic (ICASSP, 2014)

Discriminating Native from Non-Native Speech Using Fusion of Visual Cues. - Christos Georgakis 001; Stavros Petridis; Maja Pantic (ACM Multimedia, 2014)

Neural conditional ordinal random fields for agreement level estimation. - Nemanja Rakicevic; Ognjen Rudovic; Stavros Petridis; Maja Pantic (ACII, 2015)

Comparison of single-model and multiple-model prediction-based audiovisual fusion. - Stavros Petridis; Varun Rajgarhia; Maja Pantic (AVSP, 2015)

The MAHNOB Mimicry Database: A database of naturalistic human interactions. - Sanjay Bilakhia; Stavros Petridis; Anton Nijholt; Maja Pantic (Pattern Recognit. Lett., 2015)

Deep complementary bottleneck features for visual speech recognition. - Stavros Petridis; Maja Pantic (ICASSP, 2016)

Multi-modal Neural Conditional Ordinal Random Fields for agreement level estimation. - Nemanja Rakicevic; Ognjen Rudovic; Stavros Petridis; Maja Pantic (ICPR, 2016)

Prediction-Based Audiovisual Fusion for Classification of Non-Linguistic Vocalisations. - Stavros Petridis; Maja Pantic (IEEE Trans. Affect. Comput., 2016)

Discrimination Between Native and Non-Native Speech Using Visual Features Only. - Christos Georgakis 001; Stavros Petridis; Maja Pantic (IEEE Trans. Cybern., 2016)

End-to-End Audiovisual Fusion with LSTMs. - Stavros Petridis; Yujiang Wang 001; Zuwei Li; Maja Pantic (AVSP, 2017)

End-to-End Multi-View Lipreading. - Stavros Petridis; Yujiang Wang 001; Zuwei Li; Maja Pantic (BMVC, 2017)

End-to-end visual speech recognition with LSTMS. - Stavros Petridis; Zuwei Li; Maja Pantic (ICASSP, 2017)

Audio-visual object localization and separation using low-rank and sparsity. - Jie Pu; Yannis Panagakis; Stavros Petridis; Maja Pantic (ICASSP, 2017)

Local Deep Neural Networks for Age and Gender Classification. - Zukang Liao; Stavros Petridis; Maja Pantic (CoRR, 2017)

End-to-End Speech-Driven Facial Animation with Temporal GANs. - Konstantinos Vougioukas; Stavros Petridis; Maja Pantic (BMVC, 2018)

Online Attention for Interpretable Conflict Estimation in Political Debates. - Ruben Vereecken; Stavros Petridis; Yiannis Panagakis; Maja Pantic (FG, 2018)

Visual-Only Recognition of Normal, Whispered and Silent Speech. - Stavros Petridis; Jie Shen 008; Doruk Cetin; Maja Pantic (ICASSP, 2018)

End-to-End Audiovisual Speech Recognition. - Stavros Petridis; Themos Stafylakis; Pingchuan Ma 001; Feipeng Cai; Georgios Tzimiropoulos; Maja Pantic (ICASSP, 2018)

Audio-Visual Speech Recognition with a Hybrid CTC/Attention Architecture. - Stavros Petridis; Themos Stafylakis; Pingchuan Ma 001; Georgios Tzimiropoulos; Maja Pantic (SLT, 2018)

Transfer Learning for Action Unit Recognition. - Yen Khye Lim; Zukang Liao; Stavros Petridis; Maja Pantic (CoRR, 2018)

End-to-End Speech-Driven Realistic Facial Animation with Temporal GANs. - Konstantinos Vougioukas; Stavros Petridis; Maja Pantic (CVPR Workshops, 2019)

Investigating the Lombard Effect Influence on End-to-End Audio-Visual Speech Recognition. - Pingchuan Ma 001; Stavros Petridis; Maja Pantic (INTERSPEECH, 2019)

Video-Driven Speech Reconstruction Using Generative Adversarial Networks. - Konstantinos Vougioukas; Pingchuan Ma 001; Stavros Petridis; Maja Pantic (INTERSPEECH, 2019)

Detecting Adversarial Attacks On Audio-Visual Speech Recognition. - Pingchuan Ma 001; Stavros Petridis; Maja Pantic (CoRR, 2019)

A real-time and unsupervised face re-identification system for human-robot interaction. - Yujiang Wang 001; Jie Shen 008; Stavros Petridis; Maja Pantic (Pattern Recognit. Lett., 2019)

Towards Pose-Invariant Lip-Reading. - Shiyang Cheng 001; Pingchuan Ma 001; Georgios Tzimiropoulos; Stavros Petridis; Adrian Bulat; Jie Shen 008; Maja Pantic (ICASSP, 2020)

Speech-Driven Facial Animation Using Polynomial Fusion of Features. - Triantafyllos Kefalas; Konstantinos Vougioukas; Yannis Panagakis; Stavros Petridis; Jean Kossaifi; Maja Pantic (ICASSP, 2020)

Lipreading Using Temporal Convolutional Networks. - Brais Martínez; Pingchuan Ma 001; Stavros Petridis; Maja Pantic (ICASSP, 2020)

Visually Guided Self Supervised Learning of Speech Representations. - Abhinav Shukla; Konstantinos Vougioukas; Pingchuan Ma 001; Stavros Petridis; Maja Pantic (ICASSP, 2020)

Domain Adversarial Neural Networks for Dysarthric Speech Recognition. - Dominika Woszczyk; Stavros Petridis; David E. Millard (INTERSPEECH, 2020)

Does Visual Self-Supervision Improve Learning of Speech Representations? - Abhinav Shukla; Stavros Petridis; Maja Pantic (CoRR, 2020)

Learning Speech Representations from Raw Audio by Joint Audiovisual Self-Supervision. - Abhinav Shukla; Stavros Petridis; Maja Pantic (CoRR, 2020)

Realistic Speech-Driven Facial Animation with GANs. - Konstantinos Vougioukas; Stavros Petridis; Maja Pantic (Int. J. Comput. Vis., 2020)

End-to-end visual speech recognition for small-scale datasets. - Stavros Petridis; Yujiang Wang 001; Pingchuan Ma 001; Zuwei Li; Maja Pantic (Pattern Recognit. Lett., 2020)

Blind Audio-Visual Localization and Separation via Low-Rank and Sparsity. - Jie Pu; Yannis Panagakis; Stavros Petridis; Jie Shen 008; Maja Pantic (IEEE Trans. Cybern., 2020)

Lips Don't Lie: A Generalisable and Robust Approach To Face Forgery Detection. - Alexandros Haliassos; Konstantinos Vougioukas; Stavros Petridis; Maja Pantic (CVPR, 2021)

Towards Practical Lipreading with Distilled and Efficient Models. - Pingchuan Ma 001; Brais Martínez; Stavros Petridis; Maja Pantic (ICASSP, 2021)

Detecting Adversarial Attacks on Audiovisual Speech Recognition. - Pingchuan Ma 001; Stavros Petridis; Maja Pantic (ICASSP, 2021)

End-To-End Audio-Visual Speech Recognition with Conformers. - Pingchuan Ma 001; Stavros Petridis; Maja Pantic (ICASSP, 2021)

DINO: A Conditional Energy-Based GAN for Domain Translation. - Konstantinos Vougioukas; Stavros Petridis; Maja Pantic (ICLR, 2021)

LiRA: Learning Visual Speech Representations from Audio Through Self-Supervision. - Pingchuan Ma 001; Rodrigo Mira; Stavros Petridis; Björn W. Schuller; Maja Pantic (Interspeech, 2021)

Lip-reading with Densely Connected Temporal Convolutional Networks. - Pingchuan Ma 001; Yujiang Wang 001; Jie Shen 008; Stavros Petridis; Maja Pantic (WACV, 2021)

Domain Generalisation for Apparent Emotional Facial Expression Recognition across Age-Groups. - Rafael Poyiadzi; Jie Shen 008; Stavros Petridis; Yujiang Wang 001; Maja Pantic (CoRR, 2021)

Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection. - Alexandros Haliassos; Rodrigo Mira; Stavros Petridis; Maja Pantic (CVPR, 2022)

Training Strategies for Improved Lip-Reading. - Pingchuan Ma 001; Yujiang Wang 001; Stavros Petridis; Jie Shen 008; Maja Pantic (ICASSP, 2022)

SVTS: Scalable Video-to-Speech Synthesis. - Rodrigo Schoburg Carrillo de Mira; Alexandros Haliassos; Stavros Petridis; Björn W. Schuller; Maja Pantic (INTERSPEECH, 2022)

Visual speech recognition for multiple languages in the wild. - Pingchuan Ma 001; Stavros Petridis; Maja Pantic (Nat. Mac. Intell., 2022)

Laughing Matters: Introducing Audio-Driven Laughing-Face Generation with Diffusion Models. - Antoni Bigata Casademunt; Rodrigo Mira; Nikita Drobyshev; Konstantinos Vougioukas; Stavros Petridis; Maja Pantic (BMVC, 2023)

SynthVSR: Scaling Up Visual Speech RecognitionWith Synthetic Supervision. - Xubo Liu; Egor Lakomkin; Konstantinos Vougioukas; Pingchuan Ma 001; Honglie Chen; Ruiming Xie; Morrie Doulaty; Niko Moritz; Jáchym Kolár; Stavros Petridis; Maja Pantic; Christian Fuegen (CVPR, 2023)

SS-VAERR: Self-Supervised Apparent Emotional Reaction Recognition from Video. - Marija Jegorova; Stavros Petridis; Maja Pantic (FG, 2023)

Auto-AVSR: Audio-Visual Speech Recognition with Automatic Labels. - Pingchuan Ma 001; Alexandros Haliassos; Adriana Fernandez-Lopez; Honglie Chen; Stavros Petridis; Maja Pantic (ICASSP, 2023)

LA-VOCE: LOW-SNR Audio-Visual Speech Enhancement Using Neural Vocoders. - Rodrigo Mira; Buye Xu; Jacob Donley; Anurag Kumar 003; Stavros Petridis; Vamsi Krishna Ithapu; Maja Pantic (ICASSP, 2023)

Learning Cross-Lingual Visual Speech Representations. - Andreas Zinonos; Alexandros Haliassos; Pingchuan Ma 001; Stavros Petridis; Maja Pantic (ICASSP, 2023)

Jointly Learning Visual and Auditory Speech Representations from Raw Data. - Alexandros Haliassos; Pingchuan Ma 001; Rodrigo Mira; Stavros Petridis; Maja Pantic (ICLR, 2023)

Streaming Audio-Visual Speech Recognition with Alignment Regularization. - Pingchuan Ma 001; Niko Moritz; Stavros Petridis; Christian Fuegen; Maja Pantic (INTERSPEECH, 2023)

SparseVSR: Lightweight and Noise Robust Visual Speech Recognition. - Adriana Fernandez-Lopez; Honglie Chen; Pingchuan Ma 001; Alexandros Haliassos; Stavros Petridis; Maja Pantic (INTERSPEECH, 2023)

SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision. - Xubo Liu; Egor Lakomkin; Konstantinos Vougioukas; Pingchuan Ma 001; Honglie Chen; Ruiming Xie; Morrie Doulaty; Niko Moritz; Jáchym Kolár; Stavros Petridis; Maja Pantic; Christian Fuegen (CoRR, 2023)

Is dataset condensation a silver bullet for healthcare data sharing? - Yujiang Wang 001; Anshul Thakur; Mingzhi Dong; Pingchuan Ma 001; Stavros Petridis; Li Shang; Tingting Zhu 001; David A. Clifton (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)

TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch. - Jeff Hwang; Moto Hira; Caroline Chen; Xiaohui Zhang 007; Zhaoheng Ni; Guangzhi Sun; Pingchuan Ma 001; Ruizhe Huang; Vineel Pratap; Yuekai Zhang; Anurag Kumar 003; Chin-Yun Yu; et al. (CoRR, 2023)

Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition? - Abhinav Shukla; Stavros Petridis; Maja Pantic (IEEE Trans. Affect. Comput., 2023)

End-to-End Video-to-Speech Synthesis Using Generative Adversarial Networks. - Rodrigo Mira; Konstantinos Vougioukas; Pingchuan Ma 001; Stavros Petridis; Björn W. Schuller; Maja Pantic (IEEE Trans. Cybern., 2023)

Self-Supervised Video-Centralised Transformer for Video Face Clustering. - Yujiang Wang 001; Mingzhi Dong; Jie Shen 008; Yiming Luo; Yiming Lin 001; Pingchuan Ma 001; Stavros Petridis; Maja Pantic (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

KAN-AV dataset for audio-visual face and speech analysis in the wild. - Triantafyllos Kefalas; Eftychia Fotiadou; Markos Georgopoulos; Yannis Panagakis; Pingchuan Ma 001; Stavros Petridis; Themos Stafylakis; Maja Pantic (Image Vis. Comput., 2023)

EMOPortraits: Emotion-Enhanced Multimodal One-Shot Head Avatars. - Nikita Drobyshev; Antoni Bigata Casademunt; Konstantinos Vougioukas; Zoe Landgraf; Stavros Petridis; Maja Pantic (CVPR, 2024)

Hearing Loss Detection From Facial Expressions in One-On-One Conversations. - Yufeng Yin 002; Ishwarya Ananthabhotla; Vamsi Krishna Ithapu; Stavros Petridis; Yu-Hsiang Wu; Christi Miller (ICASSP, 2024)

BRAVEn: Improving Self-supervised pre-training for Visual and Auditory Speech Recognition. - Alexandros Haliassos; Andreas Zinonos; Rodrigo Mira; Stavros Petridis; Maja Pantic (ICASSP, 2024)

RT-LA-VocE: Real-Time Low-SNR Audio-Visual Speech Enhancement. - Honglie Chen; Rodrigo Mira; Stavros Petridis; Maja Pantic (INTERSPEECH, 2024)

MSRS: Training Multimodal Speech Recognition Models from Scratch with Sparse Mask Optimization. - Adriana Fernandez-Lopez; Honglie Chen; Pingchuan Ma 001; Lu Yin 006; Qiao Xiao; Stavros Petridis; Shiwei Liu 003; Maja Pantic (INTERSPEECH, 2024)

Dynamic Data Pruning for Automatic Speech Recognition. - Qiao Xiao; Pingchuan Ma 001; Adriana Fernandez-Lopez; Boqian Wu; Lu Yin 006; Stavros Petridis; Mykola Pechenizkiy; Maja Pantic; Decebal Constantin Mocanu; Shiwei Liu 003 (INTERSPEECH, 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 (NeurIPS, 2024)

Diffused Heads: Diffusion Models Beat GANs on Talking-Face Generation. - Michal Stypulkowski; Konstantinos Vougioukas; Sen He 001; Maciej Zieba; Stavros Petridis; Maja Pantic (WACV, 2024)

KeyFace: Expressive Audio-Driven Facial Animation for Long Sequences via KeyFrame Interpolation. - Antoni Bigata Casademunt; Michal Stypulkowski; Rodrigo Mira; Stella Bounareli; Konstantinos Vougioukas; Zoe Landgraf; Nikita Drobyshev; Maciej Zieba; Stavros Petridis; Maja Pantic (CVPR, 2025)

Large Language Models are Strong Audio-Visual Speech Recognition Learners. - Umberto Cappellazzo; Minsu Kim; Honglie Chen; Pingchuan Ma 001; Stavros Petridis; Daniele Falavigna; Alessio Brutti; Maja Pantic (ICASSP, 2025)

Full-Rank No More: Low-Rank Weight Training for Modern Speech Recognition Models. - Adriana Fernandez-Lopez; Shiwei Liu 003; Lu Yin 006; Stavros Petridis; Maja Pantic (ICASSP, 2025)

Contextual Speech Extraction: Leveraging Textual History as an Implicit Cue for Target Speech Extraction. - Minsu Kim; Rodrigo Mira; Honglie Chen; Stavros Petridis; Maja Pantic (ICASSP, 2025)

Zero-AVSR: Zero-Shot Audio-Visual Speech Recognition with LLMs by Learning Language-Agnostic Speech Representations. - Jeong Hun Yeo; Minsu Kim 001; Chae Won Kim; Stavros Petridis; Yong Man Ro (CoRR, 2025)

Adaptive Audio-Visual Speech Recognition via Matryoshka-Based Multimodal LLMs. - Umberto Cappellazzo; Minsu Kim; Stavros Petridis (CoRR, 2025)

KeySync: A Robust Approach for Leakage-free Lip Synchronization in High Resolution. - Antoni Bigata Casademunt; Rodrigo Mira; Stella Bounareli; Michal Stypulkowski; Konstantinos Vougioukas; Stavros Petridis; Maja Pantic (CoRR, 2025)

Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach. - Umberto Cappellazzo; Minsu Kim; Stavros Petridis; Daniele Falavigna; Alessio Brutti (CoRR, 2025)

FaceCrafter: Identity-Conditional Diffusion with Disentangled Control over Facial Pose, Expression, and Emotion. - Kazuaki Mishima; Antoni Bigata Casademunt; Stavros Petridis; Maja Pantic; Kenji Suzuki (CoRR, 2025)

Revival with Voice: Multi-modal Controllable Text-to-Speech Synthesis. - Minsu Kim; Pingchuan Ma 001; Honglie Chen; Stavros Petridis; Maja Pantic (CoRR, 2025)