Stavros Petridis

Dr. Stavros Petridis

Position:

Research fellow

Email:

Biography

Stavros Petridis received the BSc degree in electrical and computer engineering from the Aristotle University of Thessaloniki, Greece in 2004, the MSc degree in Advanced Computing from Imperial College London in 2005 and the PhD in Computer Science from Imperial College London. He was a research intern in the Image Processing Group at University College London in 2003 and in the Field Robotics Centre, Robotics Institute, Carnegie Mellon University in 2006. He was also a visiting researcher at the affect analysis group at the University of Pittsburgh in 2009.

His main expertise is in the areas of machine learning and especially deep neural networks, computer vision and audiovisual fusion and their application to multimodal recognition of human behaviour. He has proposed a novel audiovisual fusion method called prediction-based audiovisual fusion which outperforms traditional fusion methods in  nonlinguistic vocalisation recognition (like laughter, hesitation, consent etc). He has worked in a wide range of human behaviour understanding problems like facial expression recognition, age / gender recognition, nonlinguistic vocalisation recognition, native speaker recognition and face re-identification He is currently working on deep learning models for audiovisual fusion, visual speech recognition / lipreading and unsupervised / predictive learning.

Publications

Journal articles

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

S. Petridis, Y. Wang, P. Ma, Z. Li, M. Pantic. Pattern Recognition Letters. 131: pp. 421 - 427, 2020.

Bibtex reference [hide]
@article{petridis2020end,
    author = {S. Petridis and Y. Wang and P. Ma and Z. Li and M. Pantic},
    pages = {421--427},
    journal = {Pattern Recognition Letters},
    publisher = {Elsevier},
    title = {End-to-end visual speech recognition for small-scale datasets},
    volume = {131},
    year = {2020},
}
Endnote reference [hide]

Realistic Speech-Driven Facial Animation with GANs

K. Vougioukas, S. Petridis, M. Pantic. International Journal of Computer Vision. 2019.

Bibtex reference [hide]
@article{speechDrivenFacialAnimation_IJCV,
    author = {K. Vougioukas and S. Petridis and M. Pantic},
    journal = {International Journal of Computer Vision},
    title = {Realistic Speech-Driven Facial Animation with GANs},
    year = {2019},
}
Endnote reference [hide]

A real-time and unsupervised face Re-Identification system for Human-Robot Interaction

Y. Wang, J. Shen, S. Petridis, M. Pantic. Pattern Recognition Letters (Accepted). 2018.

Bibtex reference [hide]
@article{FaceReID,
    author = {M. Pantic and S. Petridis and J. Shen and Y. Wang},
    journal = {Pattern Recognition Letters (Accepted)},
    title = {A real-time and unsupervised face Re-Identification system for Human-Robot Interaction},
    year = {2018},
}
Endnote reference [hide]

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

J. Pu, Y. Panagakis, S. Petridis, J. Shen, M. Pantic. IEEE transactions on cybernetics. 2018.

Bibtex reference [hide]
@article{pu2018blind,
    author = {J. Pu and Y. Panagakis and S. Petridis and J. Shen and M. Pantic},
    journal = {IEEE transactions on cybernetics},
    publisher = {IEEE},
    title = {Blind Audio-Visual Localization and Separation via Low-Rank and Sparsity},
    year = {2018},
}
Endnote reference [hide]

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

C. Georgakis, S. Petridis, M. Pantic. IEEE Transactions on Cybernetics. 46(12): pp. 2758 - 2771, December 2016.

Bibtex reference [hide]
@article{nativeNonNativeVisual,
    author = {C. Georgakis and S. Petridis and M. Pantic},
    pages = {2758--2771},
    journal = {IEEE Transactions on Cybernetics},
    month = {December},
    number = {12},
    title = {Discrimination Between Native and Non-Native Speech Using Visual Features Only},
    volume = {46},
    year = {2016},
}
Endnote reference [hide]

Prediction-based Audiovisual Fusion for Classification of Non-linguistic Vocalisations

S. Petridis, M. Pantic. IEEE Transactions on Affective Computing, accepted for publication. December 2015 2015.

Bibtex reference [hide]
@article{predBasedAVfusion,
    author = {S. Petridis and M. Pantic},
    booktitle = {2015},
    journal = {IEEE Transactions on Affective Computing, accepted for publication},
    month = {December 2015},
    title = {Prediction-based Audiovisual Fusion for Classification of Non-linguistic Vocalisations},
    year = {2015},
}
Endnote reference [hide]
%0 Journal Article
%T Prediction-based Audiovisual Fusion for Classification of Non-linguistic Vocalisations
%A Petridis, S.
%A Pantic, M.
%J IEEE Transactions on Affective Computing, accepted for publication
%D 2015
%8 December 2015
%F predBasedAVfusion

The MAHNOB Mimicry Database - a database of naturalistic human interactions

S. Bilakhia, S. Petridis, A. Nijholt, M. Pantic. Pattern Recognition Letters. 66: pp. 52 - 61, In press. November 2015.

Bibtex reference [hide]
@article{bilakhiaEtAL_prlet,
    author = {S. Bilakhia and S. Petridis and A. Nijholt and M. Pantic},
    pages = {52--61},
    journal = {Pattern Recognition Letters},
    month = {November},
    note = {In press},
    title = {The MAHNOB Mimicry Database - a database of naturalistic human interactions},
    volume = {66},
    year = {2015},
}
Endnote reference [hide]
%0 Journal Article
%T The MAHNOB Mimicry Database - a database of naturalistic human interactions
%A Bilakhia, S.
%A Petridis, S.
%A Nijholt, A.
%A Pantic, M.
%J Pattern Recognition Letters
%D 2015
%8 November
%V 66
%F bilakhiaEtAL_prlet
%O In press
%P 52-61

The MAHNOB Laughter Database

S. Petridis, B. Martinez, M. Pantic. Image and Vision Computing Journal. 31(2): pp. 186 - 202, February 2013.

Bibtex reference [hide]
@article{mahnob_laughter_db,
    author = {S. Petridis and B. Martinez and M. Pantic},
    pages = {186--202},
    journal = {Image and Vision Computing Journal},
    month = {February},
    number = {2},
    title = {The MAHNOB Laughter Database},
    url = {http://www.sciencedirect.com/science/article/pii/S0262885612001461},
    volume = {31},
    year = {2013},
}
Endnote reference [hide]
%0 Journal Article
%T The MAHNOB Laughter Database
%A Petridis, S.
%A Martinez, B.
%A Pantic, M.
%J Image and Vision Computing Journal
%D 2013
%8 February
%V 31
%N 2
%F mahnob_laughter_db
%U http://www.sciencedirect.com/science/article/pii/S0262885612001461
%P 186-202

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

S. Petridis, M. Pantic. IEEE Transactions on Multimedia. 13(2): pp. 216 - 234, April 2011.

Bibtex reference [hide]
@article{petridis2011TMM,
    author = {S. Petridis and M. Pantic},
    pages = {216--234},
    journal = {IEEE Transactions on Multimedia},
    month = {April},
    number = {2},
    title = {Audiovisual Discrimination Between Speech and Laughter: Why and When Visual Information Might Help},
    volume = {13},
    year = {2011},
}
Endnote reference [hide]
%0 Journal Article
%T Audiovisual Discrimination Between Speech and Laughter: Why and When Visual Information Might Help
%A Petridis, S.
%A Pantic, M.
%J IEEE Transactions on Multimedia
%D 2011
%8 April
%V 13
%N 2
%F petridis2011TMM
%P 216-234

Conference articles

Lip-reading with Densely Connected Temporal Convolutional Networks

P. Ma, Y. Wang, J. Shen, S. Petridis, M. Pantic. The IEEE Winter Conference on Applications of Computer Vision (WACV). 2021.

Bibtex reference [hide]
@inproceedings{ma2020lip,
    author = {P. Ma and Y. Wang and J. Shen and S. Petridis and M. Pantic},
    booktitle = {The IEEE Winter Conference on Applications of Computer Vision (WACV)},
    title = {Lip-reading with Densely Connected Temporal Convolutional Networks},
    year = {2021},
}
Endnote reference [hide]

Video-Driven Speech Reconstruction using Generative Adversarial Networks

K. Vougioukas, P. Ma, S. Petridis, M. Pantic. Interspeech. September 2019.

Bibtex reference [hide]
@inproceedings{interspeech_videoDrivenSpeechRecWithGANs,
    author = {K. Vougioukas and P. Ma and S. Petridis and M. Pantic},
    booktitle = {Interspeech},
    month = {September},
    title = {Video-Driven Speech Reconstruction using Generative Adversarial Networks},
    year = {2019},
}
Endnote reference [hide]

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

P. Ma, S. Petridis, M. Pantic. Interspeech. September 2019.

Bibtex reference [hide]
@inproceedings{AV_lombard,
    author = {P. Ma and S. Petridis and M. Pantic},
    booktitle = {Interspeech},
    month = {September},
    title = {Investigating the Lombard Effect Influence on End-to-End Audio-Visual Speech Recognition},
    year = {2019},
}
Endnote reference [hide]

Audio-Visual Speech Recognition With A Hybrid CTC/Attention Architecture

S. Petridis, T. Stafylakis, P. Ma, G. Tzimiropoulos, M. Pantic. IEEE SLT. December 2018.

Bibtex reference [hide]
@inproceedings{AV_speech_hybrid_CTC_attention,
    author = {S. Petridis and T. Stafylakis and P. Ma and G. Tzimiropoulos and M. Pantic},
    booktitle = {IEEE SLT},
    month = {December},
    title = {Audio-Visual Speech Recognition With A Hybrid CTC/Attention Architecture},
    year = {2018},
}
Endnote reference [hide]

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

K. Vougioukas, S. Petridis, M. Pantic. British Machine Vision Conference. Newcastle. September 2018.

Bibtex reference [hide]
@inproceedings{end2endSpeechDrivenFacialAnimation,
    author = {K. Vougioukas and S. Petridis and M. Pantic},
    booktitle = {British Machine Vision Conference. Newcastle},
    month = {September},
    title = {End-to-End Speech-Driven Facial Animation with Temporal GANs},
    year = {2018},
}
Endnote reference [hide]

End-to-End Audiovisual Speech Recognition

S. Petridis, T. Stafylakis, P. Ma, F. Cai, G. Tzimiropoulos, M. Pantic. Accepted to ICASSP. Calgary, Canada, April 2018.

Bibtex reference [hide]
@inproceedings{end2endAVspeech,
    author = {S. Petridis and T. Stafylakis and P. Ma and F. Cai and G. Tzimiropoulos and M. Pantic},
    address = {Calgary, Canada},
    booktitle = {Accepted to ICASSP},
    journal = {Accepted to ICASSP},
    month = {April},
    title = {End-to-End Audiovisual Speech Recognition},
    year = {2018},
}
Endnote reference [hide]

Visual-Only Recognition of Normal, Whispered and Silent Speech

S. Petridis, J. Shen, D. Cetin, M. Pantic. Accepted to ICASSP . April 2018.

Bibtex reference [hide]
@inproceedings{normalWhisperSilentDB,
    author = {S. Petridis and J. Shen and D. Cetin and M. Pantic},
    booktitle = {Accepted to ICASSP },
    journal = {Accepted to ICASSP},
    month = {April},
    title = {Visual-Only Recognition of Normal, Whispered and Silent Speech},
    year = {2018},
}
Endnote reference [hide]

End-to-End Multi-View Lipreading

S. Petridis, Y. Wang, Z. Li, M. Pantic. British Machine Vision Conference. London, September 2017.

Bibtex reference [hide]
@inproceedings{end2end_multiview,
    author = {S. Petridis and Y. Wang and Z. Li and M. Pantic},
    address = {London},
    booktitle = {British Machine Vision Conference},
    month = {September},
    title = {End-to-End Multi-View Lipreading},
    year = {2017},
}
Endnote reference [hide]

End-to-End Audiovisual Fusion With LSTMs

S. Petridis, Y. Wang, Z. Li, M. Pantic. Auditory-Visual Speech Processing Conference. Stockholm, August 2017.

Bibtex reference [hide]
@inproceedings{end2endAV,
    author = {S. Petridis and Y. Wang and Z. Li and M. Pantic},
    address = {Stockholm},
    booktitle = {Auditory-Visual Speech Processing Conference},
    month = {August},
    title = {End-to-End Audiovisual Fusion With LSTMs},
    year = {2017},
}
Endnote reference [hide]

Local Deep Neural Networks for Age and Gender Classification

Z. Liao, S. Petridis, M. Pantic. Arxiv 1703.08497. March 2017.

Bibtex reference [hide]
@inproceedings{ldnn_genderAge,
    author = {Z. Liao and S. Petridis and M. Pantic},
    booktitle = {Arxiv 1703.08497},
    month = {March},
    title = {Local Deep Neural Networks for Age and Gender Classification},
    year = {2017},
}
Endnote reference [hide]

Local Deep Neural Networks for Age and Gender Classification

Z. Liao, S. Petridis, M. Pantic. Arxiv 1703.08497. March 2017.

Bibtex reference [hide]
@inproceedings{ldnn_genderAge_duplicate,
    author = {Z. Liao and S. Petridis and M. Pantic},
    booktitle = {Arxiv 1703.08497},
    month = {March},
    title = {Local Deep Neural Networks for Age and Gender Classification},
    year = {2017},
}
Endnote reference [hide]

Audio-Visual Object Localization and Separation using Low-Rank and Sparsity

J. Pu, Y. Panagakis, S. Petridis, M. Pantic. ICASSP (oral presentation). pp. 2901 - 2905, March 2017.

Bibtex reference [hide]
@inproceedings{puPanagakisPetridisPantic_icassp2017,
    author = {J. Pu and Y. Panagakis and S. Petridis and M. Pantic},
    pages = {2901--2905},
    booktitle = {ICASSP (oral presentation)},
    month = {March},
    title = {Audio-Visual Object Localization and Separation using Low-Rank and Sparsity},
    year = {2017},
}
Endnote reference [hide]

End-to-end Visual Speech Recognition With LSTMs

S. Petridis, Z. Li, M. Pantic. ICASSP, accepted for publication. pp. 2592 - 2596, 2017.

Bibtex reference [hide]
@inproceedings{icassp2017_petridisLiPantic,
    author = {S. Petridis and Z. Li and M. Pantic},
    pages = {2592--2596},
    booktitle = {ICASSP, accepted for publication},
    title = {End-to-end Visual Speech Recognition With LSTMs},
    year = {2017},
}
Endnote reference [hide]

Multi-Modal Neural Conditional Ordinal Random Fields for Agreement Level Estimation

N. Rakicevic, O. Rudovic, S. Petridis, M. Pantic. ICPR (oral). Cancun, Mexico, December 2016.

Bibtex reference [hide]
@inproceedings{Rakicevic2016,
    author = {N. Rakicevic and O. Rudovic and S. Petridis and M. Pantic},
    address = {Cancun, Mexico},
    booktitle = {ICPR (oral)},
    month = {December},
    title = {Multi-Modal Neural Conditional Ordinal Random Fields for Agreement Level Estimation},
    year = {2016},
}
Endnote reference [hide]

Deep Complementary Bottleneck Features for Visual Speech Recognition

S. Petridis, M. Pantic. ICASSP. pp. 2304 - 2308, 2016.

Bibtex reference [hide]
@inproceedings{petridisPantic_icassp2016,
    author = {S. Petridis and M. Pantic},
    pages = {2304--2308},
    booktitle = {ICASSP},
    title = {Deep Complementary Bottleneck Features for Visual Speech Recognition},
    year = {2016},
}
Endnote reference [hide]

Comparison of Single-model and Multiple-model Prediction-based Audiovisual Fusion

S. Petridis, V. Rajgarhia, M. Pantic. The 1st Joint Conference on Facial Analysis, Animation and Auditory-Visual Speech Processing. September 2015.

Bibtex reference [hide]
@inproceedings{petridisEtAl_AVSP2015,
    author = {S. Petridis and V. Rajgarhia and M. Pantic},
    booktitle = {The 1st Joint Conference on Facial Analysis, Animation and Auditory-Visual Speech Processing},
    month = {September},
    title = {Comparison of Single-model and Multiple-model Prediction-based Audiovisual Fusion},
    year = {2015},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Comparison of Single-model and Multiple-model Prediction-based Audiovisual Fusion
%A Petridis, S.
%A Rajgarhia, V.
%A Pantic, M.
%B The 1st Joint Conference on Facial Analysis, Animation and Auditory-Visual Speech Processing
%D 2015
%8 September
%F petridisEtAl_AVSP2015

Neural Conditional Ordinal Random Fields for Agreement Level Estimation

N. Rakicevic, O. Rudovic, S. Petridis, M. Pantic. 1st International Workshop on Automatic Sentiment Analysis in the Wild (WASA'15). Xi'an, China, September 2015.

Bibtex reference [hide]
@inproceedings{Rakicevic2015,
    author = {N. Rakicevic and O. Rudovic and S. Petridis and M. Pantic},
    address = {Xi'an, China},
    booktitle = {1st International Workshop on Automatic Sentiment Analysis in the Wild (WASA'15)},
    month = {September},
    title = {Neural Conditional Ordinal Random Fields for Agreement Level Estimation},
    year = {2015},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Neural Conditional Ordinal Random Fields for Agreement Level Estimation
%A Rakicevic, N.
%A Rudovic, O.
%A Petridis, S.
%A Pantic, M.
%B 1st International Workshop on Automatic Sentiment Analysis in the Wild (WASA?15)
%D 2015
%8 September
%C Xi?an, China
%F Rakicevic2015

TERESA: A Socially Intelligent Semi-autonomous Telepresence System

K. Shiarlis, J. Messias, M. V. Someren, S. Whiteson, J. Kim, J. Vroon, G. Englebienne, K. Truong, V. Evers, N. Perez-higueras, I. Perez-hurtado, R. Ramon-vigo, F. Caballero, L. Merino, J. Shen, S. Petridis, M. Pantic, L. Hedman, M. Scherlund, R. Koster, H. Michel. ICRA 2015: Proceedings of the IEEE International Conference on Robotics and Automation, Workshop on Machine Learning for Social Robotics. May 2015.

Bibtex reference [hide]
@inproceedings{shiarlisicra15,
    author = {K. Shiarlis and J. Messias and M. V. Someren and S. Whiteson and J. Kim and J. Vroon and G. Englebienne and K. Truong and V. Evers and N. Perez-higueras and I. Perez-hurtado and R. Ramon-vigo and F. Caballero and L. Merino and J. Shen and S. Petridis and M. Pantic and L. Hedman and M. Scherlund and R. Koster and H. Michel},
    booktitle = {ICRA 2015: Proceedings of the IEEE International Conference on Robotics and Automation, Workshop on Machine Learning for Social Robotics},
    month = {May},
    title = {TERESA: A Socially Intelligent Semi-autonomous Telepresence System},
    year = {2015},
}
Endnote reference [hide]

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

C. Georgakis, S. Petridis, M. Pantic. Proceedings of the ACM Int'l Conf. on Multimedia (ACM MM). Orlando, Florida, USA, pp. 1177 - 1180, November 2014.

Bibtex reference [hide]
@inproceedings{georg_acm14,
    author = {C. Georgakis and S. Petridis and M. Pantic},
    pages = {1177--1180},
    address = {Orlando, Florida, USA},
    booktitle = {Proceedings of the ACM Int'l Conf. on Multimedia (ACM MM)},
    month = {November},
    title = {Discriminating Native from Non-Native Speech Using Fusion of Visual Cues},
    year = {2014},
}
Endnote reference [hide]

Visual-only Discrimination between Native and Non-Native Speech

C. Georgakis, S. Petridis, M. Pantic. Proceedings of the IEEE Int'l Conf. on Acoustics, Speech and Signal Processing (ICASSP). Florence, Italy, pp. 4828 - 4832, May 2014.

Bibtex reference [hide]
@inproceedings{georg_ICASSP14,
    author = {C. Georgakis and S. Petridis and M. Pantic},
    pages = {4828--4832},
    address = {Florence, Italy},
    booktitle = {Proceedings of the IEEE Int'l Conf. on Acoustics, Speech and Signal Processing (ICASSP)},
    institution = {IEEE},
    month = {May},
    title = {Visual-only Discrimination between Native and Non-Native Speech},
    year = {2014},
}
Endnote reference [hide]

Bimodal Log-linear Regression for Fusion of Audio and Visual Features

O. Rudovic, S. Petridis, M. Pantic. Proceedings of the ACM Int’l Conf. on Multimedia. Barcelona, Spain, October 2013.

Bibtex reference [hide]
@inproceedings{petridis2013bimodal,
    author = {O. Rudovic and S. Petridis and M. Pantic},
    address = {Barcelona, Spain},
    booktitle = {Proceedings of the ACM Int’l Conf. on Multimedia},
    month = {October},
    title = {Bimodal Log-linear Regression for Fusion of Audio and Visual Features},
    year = {2013},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Bimodal Log-linear Regression for Fusion of Audio and Visual Features
%A Rudovic, O.
%A Petridis, S.
%A Pantic, M.
%B Proceedings of the ACM Int’l Conf. on Multimedia
%D 2013
%8 October
%C Barcelona, Spain
%F petridis2013bimodal

Audiovisual Detection of Laughter In Human Machine Interaction

S. Petridis, M. Leveque, M. Pantic. Affective Computing and Intelligient Interaction (ACII 2013). Geneva, Switzerland, pp. 129 - 134, September 2013.

Bibtex reference [hide]
@inproceedings{petridis2013audiovisual,
    author = {S. Petridis and M. Leveque and M. Pantic},
    pages = {129--134},
    address = {Geneva, Switzerland},
    booktitle = {Affective Computing and Intelligient Interaction (ACII 2013)},
    month = {September},
    title = {Audiovisual Detection of Laughter In Human Machine Interaction},
    year = {2013},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Audiovisual Detection of Laughter In Human Machine Interaction
%A Petridis, S.
%A Leveque, M.
%A Pantic, M.
%B Affective Computing and Intelligient Interaction (ACII 2013)
%D 2013
%8 September
%C Geneva, Switzerland
%F petridis2013audiovisual
%P 129-134

Audiovisual Detection of Behavioural Mimicry

S. Bilakhia, S. Petridis, M. Pantic. Affective Computing and Intelligent Interaction (ACII 2013). Geneva, Switzerland, pp. 123 - 128, September 2013.

Bibtex reference [hide]
@inproceedings{bilakhia2013audiovisual,
    author = {S. Bilakhia and S. Petridis and M. Pantic},
    pages = {123--128},
    address = {Geneva, Switzerland},
    booktitle = {Affective Computing and Intelligent Interaction (ACII 2013)},
    month = {September},
    title = {Audiovisual Detection of Behavioural Mimicry},
    year = {2013},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Audiovisual Detection of Behavioural Mimicry
%A Bilakhia, S.
%A Petridis, S.
%A Pantic, M.
%B Affective Computing and Intelligent Interaction (ACII 2013)
%D 2013
%8 September
%C Geneva, Switzerland
%F bilakhia2013audiovisual
%P 123-128

Comparison of Prediction-based Fusion And Feature-level Fusion Across Different Learning Models

S. Petridis, S. Bilakhia, M. Pantic. ACM Multimedia 2012. Nara, Japan, pp. 813 - 816, November 2012.

Bibtex reference [hide]
@inproceedings{PetridisBilakhiaPantic_mm2012,
    author = {S. Petridis and S. Bilakhia and M. Pantic},
    pages = {813--816},
    address = {Nara, Japan},
    booktitle = {ACM Multimedia 2012},
    month = {November},
    title = {Comparison of Prediction-based Fusion And Feature-level Fusion Across Different Learning Models},
    year = {2012},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Comparison of Prediction-based Fusion And Feature-level Fusion Across Different Learning Models
%A Petridis, S.
%A Bilakhia, S.
%A Pantic, M.
%B ACM Multimedia 2012
%D 2012
%8 November
%C Nara, Japan
%F PetridisBilakhiaPantic_mm2012
%P 813-816

Audiovisual Vocal Outburst Classification In Noisy Acoustic Conditions

F. Eyben, S. Petridis, B. Schuller, M. Pantic. Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP’12). Kyoto, Japan, pp. 5097 - 5100, March 2012.

Bibtex reference [hide]
@inproceedings{eybenPetridis_ICASSP2012,
    author = {F. Eyben and S. Petridis and B. Schuller and M. Pantic},
    pages = {5097--5100},
    address = {Kyoto, Japan},
    booktitle = { Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP’12)},
    month = {March},
    title = {Audiovisual Vocal Outburst Classification In Noisy Acoustic Conditions},
    year = {2012},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Audiovisual Vocal Outburst Classification In Noisy Acoustic Conditions
%A Eyben, F.
%A Petridis, S.
%A Schuller, B.
%A Pantic, M.
%B Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP’12)
%D 2012
%8 March
%C Kyoto, Japan
%F eybenPetridis_ICASSP2012
%P 5097-5100

Audiovisual classification of vocal outbursts in human conversation using long-short-term memory networks

F. Eyben, S. Petridis, B. Schuller, G. Tzimiropoulos, S. Zafeiriou. Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP’11). Prague, Czech Republic, pp. 5844 - 5847, May 2011.

Bibtex reference [hide]
@inproceedings{EybenEtAlICASSP2011,
    author = {F. Eyben and S. Petridis and B. Schuller and G. Tzimiropoulos and S. Zafeiriou},
    pages = {5844--5847},
    address = { Prague, Czech Republic},
    booktitle = { Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP’11)},
    month = {May},
    title = {Audiovisual classification of vocal outbursts in human conversation using long-short-term memory networks},
    year = {2011},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Audiovisual classification of vocal outbursts in human conversation using long-short-term memory networks
%A Eyben, F.
%A Petridis, S.
%A Schuller, B.
%A Tzimiropoulos, G.
%A Zafeiriou, S.
%B Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP’11)
%D 2011
%8 May
%C Prague, Czech Republic
%F EybenEtAlICASSP2011
%P 5844-5847

Prediction-Based Classification For Audiovisual Discrimination Between Laughter And Speech

S. Petridis, M. Pantic, J. Cohn. Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11). Santa Barbara, CA, USA, pp. 619 - 626, March 2011.

Bibtex reference [hide]
@inproceedings{PetridisEtAlFG2011,
    author = {S. Petridis and M. Pantic and J. Cohn},
    pages = {619--626},
    address = {Santa Barbara, CA, USA},
    booktitle = {Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11)},
    month = {March},
    title = {Prediction-Based Classification For Audiovisual Discrimination Between Laughter And Speech},
    year = {2011},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Prediction-Based Classification For Audiovisual Discrimination Between Laughter And Speech
%A Petridis, S.
%A Pantic, M.
%A Cohn, J.
%B Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG?11)
%D 2011
%8 March
%C Santa Barbara, CA, USA
%F PetridisEtAlFG2011
%P 619-626

Classifying laughter and speech using audio-visual feature prediction

S. Petridis, A. Asghar, M. Pantic. Proceedings of IEEE Int'l Conf. Acoustics, Speech and Signal Processing (ICASSP'10). Dallas, USA, pp. 5254 - 5257, March 2010.

Bibtex reference [hide]
@inproceedings{Petridis2010clasu,
    author = {S. Petridis and A. Asghar and M. Pantic},
    pages = {5254--5257},
    address = {Dallas, USA},
    booktitle = {Proceedings of IEEE Int'l Conf. Acoustics, Speech and Signal Processing (ICASSP'10)},
    month = {March},
    title = {Classifying laughter and speech using audio-visual feature prediction},
    year = {2010},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Classifying laughter and speech using audio-visual feature prediction
%A Petridis, S.
%A Asghar, A.
%A Pantic, M.
%B Proceedings of IEEE Int?l Conf. Acoustics, Speech and Signal Processing (ICASSP?10)
%D 2010
%8 March
%C Dallas, USA
%F Petridis2010clasu
%P 5254-5257

Static vs. Dynamic Modelling of Human Nonverbal Behaviour from Multiple Cues and Modalities

S. Petridis, H. Gunes, S. Kaltwang, M. Pantic. Proceedings of ACM Int'l Conf. Multimodal Interfaces (ICMI'09). Cambridge, USA, pp. 23 - 30, November 2009.

Bibtex reference [hide]
@inproceedings{Petridis2009svdmo,
    author = {S. Petridis and H. Gunes and S. Kaltwang and M. Pantic},
    pages = {23--30},
    address = {Cambridge, USA},
    booktitle = {Proceedings of ACM Int'l Conf. Multimodal Interfaces (ICMI'09)},
    month = {November},
    title = {Static vs. Dynamic Modelling of Human Nonverbal Behaviour from Multiple Cues and Modalities},
    year = {2009},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Static vs. Dynamic Modelling of Human Nonverbal Behaviour from Multiple Cues and Modalities
%A Petridis, S.
%A Gunes, H.
%A Kaltwang, S.
%A Pantic, M.
%B Proceedings of ACM Int?l Conf. Multimodal Interfaces (ICMI?09)
%D 2009
%8 November
%C Cambridge, USA
%F Petridis2009svdmo
%P 23-30

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

S. Petridis, M. Pantic. Proceedings of IEEE Int'l Conf. Multimedia, Expo (ICME'09). Cancun, Mexico, pp. 1444 - 1447, July 2009.

Bibtex reference [hide]
@inproceedings{Petridis2009itjrf,
    author = {S. Petridis and M. Pantic},
    pages = {1444--1447},
    address = {Cancun, Mexico},
    booktitle = {Proceedings of IEEE Int'l Conf. Multimedia, Expo (ICME'09)},
    month = {July},
    title = {Is this joke really funny? Judging the mirth by audiovisual laughter analysis},
    year = {2009},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Is this joke really funny?: Judging the mirth by audiovisual laughter analysis
%A Petridis, S.
%A Pantic, M.
%B Proceedings of IEEE Int?l Conf. Multimedia, Expo (ICME?09)
%D 2009
%8 July
%C Cancun, Mexico
%F Petridis2009itjrf
%P 1444-1447

Audiovisual laughter detection based on temporal features

S. Petridis, M. Pantic. Proceedings of ACM Int'l Conf. Multimodal Interfaces (ICMI'08). Chania, Greece, pp. 37 - 44, October 2008.

Bibtex reference [hide]
@inproceedings{Petridis2008aldbo,
    author = {S. Petridis and M. Pantic},
    pages = {37--44},
    address = {Chania, Greece},
    booktitle = {Proceedings of ACM Int'l Conf. Multimodal Interfaces (ICMI'08)},
    month = {October},
    title = {Audiovisual laughter detection based on temporal features},
    year = {2008},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Audiovisual laughter detection based on temporal features
%A Petridis, S.
%A Pantic, M.
%B Proceedings of ACM Int?l Conf. Multimodal Interfaces (ICMI?08)
%D 2008
%8 October
%C Chania, Greece
%F Petridis2008aldbo
%P 37-44

Fusion of audio and visual cues for laughter detection

S. Petridis, M. Pantic. Proceedings of ACM Int'l Conf. Image and Video Retrieval (CIVR'08). Niagara Falls, Canada, pp. 329 - 337, July 2008.

Bibtex reference [hide]
@inproceedings{Petridis2008foaav,
    author = {S. Petridis and M. Pantic},
    pages = {329--337},
    address = {Niagara Falls, Canada},
    booktitle = {Proceedings of ACM Int'l Conf. Image and Video Retrieval (CIVR'08)},
    month = {July},
    title = {Fusion of audio and visual cues for laughter detection},
    year = {2008},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Fusion of audio and visual cues for laughter detection
%A Petridis, S.
%A Pantic, M.
%B Proceedings of ACM Int?l Conf. Image and Video Retrieval (CIVR?08)
%D 2008
%8 July
%C Niagara Falls, Canada
%F Petridis2008foaav
%P 329-337

Audiovisual discrimination between laughter and speech

S. Petridis, M. Pantic. Proceedings of IEEE Int'l Conf. Acoustics, Speech and Signal Processing (ICASSP'08). Las Vegas, USA, pp. 5117 - 5120, April 2008.

Bibtex reference [hide]
@inproceedings{Petridis2008adbla,
    author = {S. Petridis and M. Pantic},
    pages = {5117--5120},
    address = {Las Vegas, USA},
    booktitle = {Proceedings of IEEE Int'l Conf. Acoustics, Speech and Signal Processing (ICASSP'08)},
    month = {April},
    title = {Audiovisual discrimination between laughter and speech},
    year = {2008},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Audiovisual discrimination between laughter and speech
%A Petridis, S.
%A Pantic, M.
%B Proceedings of IEEE Int?l Conf. Acoustics, Speech and Signal Processing (ICASSP?08)
%D 2008
%8 April
%C Las Vegas, USA
%F Petridis2008adbla
%P 5117-5120

Other publications

A Short Introduction To Laughter

S. Petridis. October 2015.

Bibtex reference [hide]
@techreport{shortIntro2Laughter,
    author = {S. Petridis},
    booktitle = {Technical Report},
    month = {October},
    school = {Imperial College London},
    title = {A Short Introduction To Laughter},
    year = {2015},
}
Endnote reference [hide]
%0 Report
%T Technical Report
%A Petridis, S.
%D 2015
%8 October
%F shortIntro2Laughter