-
AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition
F. Ringeval, B. Schuller, M. Valstar, R. Cowie, H. Kaya, M. Schmitt, S. Amiriparian, N. Cummins, D. Lalanne, A. Michaud, E. Ciftci, H. Gülec, A. A. Salah, and M. Pantic, In Proceedings of the 8th International Workshop on Audio/Visual Emotion Challenge (AVEC), co-located with the 26th ACM International Conference on Multimedia (MM), Seoul, South Korea, October 2018, 10 pages
[pdf]
[bibtex]
@inproceedings{Ringeval18-A2W,
author = {Fabien Ringeval and Bj\"orn Schuller and Michel Valstar and Roddy Cowie and Heysem Kaya and Maximilian Schmitt and Shahin Amiriparian and Nicholas Cummins and Dennis Lalanne and Adrien Michaud and Elvan Ciftci and H\"useyin G\"ulec and Albert Ali Salah and Maja Pantic},
title = {{AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition}},
booktitle = {{Proceedings of the 8th International Workshop on Audio/Visual Emotion Challenge, AVEC'18, co-located with the 26th ACM International Conference on Multimedia, MM 2018}},
year = {2018},
address = {Seoul, South Korea},
month = {October},
organization = {ACM},
publisher = {ACM},
note = {10 pages, to appear},
}
-
Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech
J. Han, Z. Zhang, M. Schmitt, Z. Ren, F. Ringeval, and B. Schuller. In Proceedings 19th Annual conference of the International Speech Communication Association (INTERSPEECH), Hyderabad, India, September 2018, pp. 3082-3086
[pdf]
[bibtex]
@InProceedings{Han18-BIB,
Title = {{Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech}},
Author = {Jing Han and Zixing Zhang and Maximilian Schmitt and Zhao Ren and Fabien Ringeval and Bj\"orn Schuller},
Booktitle = {{Proceedings INTERSPEECH 2018, 19th Annual Conference of the International Speech Communication Association}},
Year = {2018},
Address = {Hyderabad, India},
Month = {September},
pages = {3082-3086},
Organization = {ISCA},
Publisher = {ISCA}
}
-
Dynamic Difficulty Awareness Training for Continuous Emotion Prediction
Z. Zhang, J. Han, E. Coutinho, and B. Schuller. IEEE Transactions on Multimedia, vol. 20, 2018, 14 pages
[pdf]
[bibtex]
@article{Zhang18-DDA,
author = {Zixing Zhang and Jing Han and Eduardo Coutinho and Bj\"orn Schuller},
title = {{Dynamic Difficulty Awareness Training for Continuous Emotion Prediction}},
journal = {IEEE Transactions on Multimedia},
year = {2018},
volume = {20},
publisher = {IEEE},
note = {14 pages, to appear},
}
-
Connecting Subspace Learning and Extreme Learning Machine in Speech Emotion Recognition
X. Xu, J. Deng, E. Coutinho, C. Wu, L. Zhao, and B. Schuller. IEEE Transactions on Multimedia, vol. 20, 2018, 13 pages
[pdf]
[bibtex]
@article{Xu18-CSL,
author = {Xinzhou Xu and Jun Deng and Eduardo Coutinho and Chen Wu and Li Zhao and Bj\"orn Schuller},
title = {{Connecting Subspace Learning and Extreme Learning Machine in Speech Emotion Recognition}},
journal = {IEEE Transactions on Multimedia},
year = {2018},
volume = {20},
month = {August},
}
-
Emotion Recognition in Speech with Latent Discriminative Representations Learning
J. Han, Z. Zhang, G. Keren, and B. Schuller. Acta Acustica united with Acustica, vol. 104, 2018, 4 pages
[pdf]
[bibtex]
@article{Han18-ERI,
author = {Jing Han and Zixing Zhang and Gil Keren and Bj\"orn Schuller},
title = {{Emotion Recognition in Speech with Latent Discriminative Representations Learning}},
journal = {Acta Acustica united with Acustica},
year = {2018},
volume = {104},
publisher = {Hirzel},
note = {4 pages, to appear},
}
-
Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives
J. Han, Z. Zhang, N. Cummins, and B. Schuller. IEEE Computational Intelligence Magazine, 2018, 13 pages
[pdf]
[bibtex]
@article{Han18-ATI,
author = {Jing Han and Zixing Zhang and Nicholas Cummins and Bj\"orn Schuller},
title = {{Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives}},
journal = {IEEE Computational Intelligence Magazine, Special Issue on Computational Intelligence for Affective Computing and Sentiment Analysis},
year = {2018},
publisher = {IEEE},
note = {13 pages, to appear},
}
-
You Sound Like Your Counterpart: Interpersonal Speech Analysis
J. Han, M. Schmitt, and B. Schuller. In Proceedings 20th International Conference on Speech and Computer (SPECOM), Leipzig, Germany, September 2018, 9 pages, to appear
[pdf]
[bibtex]
@InProceedings{Han18-YSL,
Title = {{You Sound Like Your Counterpart: Interpersonal Speech Analysis}},
Author = {Jing Han and Maximilian Schmitt and Bj\"orn Schuller},
Booktitle = {{Proceedings 20th International Conference on Speech and Computer, SPECOM 2018}},
Year = {2018},
Address = {Leipzig, Germany},
Month = {September},
Note = {9 pages, to appear},
Organization = {ISCA},
Publisher = {Springer}
}
-
How Good Is Your Model ‘Really’? On ‘Wildness’ of the In-the-wild Speech-based Affect Recognisers
V. Pandit, M. Schmitt, N. Cummins, F. Graf, L. Paletta, and B. Schuller. In Proceedings 20th International Conference on Speech and Comper (SPECOM), Leipzig, Germany, September 2018, 10 pages, to appear
[pdf]
[bibtex]
@InProceedings{Pandit18-HGI,
Title = {{How Good Is Your Model `Really'? On `Wildness' of the In-the-wild Speech-based Affect Recognisers}},
Author = {Vedhas Pandit and Maximilian Schmitt and Nicholas Cummins and Franz Graf and Lucas Paletta and Bj\"orn Schuller},
Booktitle = {{Proceedings 20th International Conference on Speech and Computer, SPECOM 2018}},
Year = {2018},
Address = {Leipzig, Germany},
Month = {September},
Note = {10 pages, to appear},
Organization = {ISCA},
Publisher = {Springer}
}
-
Tracking Authentic and In-the wild Emotions using Speech
V. Pandit, N. Cummins, M. Schmitt, S. Hantke, F. Graf, L. Paletta, and B. Schuller. In Proceedings of the 1st Asian Conference on Affective Computing and Intelligent Interaction (ACII Asia), Beijing, P. R. China, May 2018. 6 pages.
[pdf]
[bibtex]
@InProceedings{Pandit18-TAA,
Title = {{Tracking Authentic and In-the-wild Emotions using Speech}},
Author = {Vedhas Pandit and Nicholas Cummins and Maximilian Schmitt and Simone Hantke and Franz Graf and Lucas Paletta and Bj\"orn Schuller},
Booktitle = {{Proceedings of the first Asian Conference on Affective Computing and Intelligent Interaction (ACII Asia 2018)}},
Year = {2018},
Address = {Beijing, P.\,R.\ China},
Month = {May},
Note = {6 pages},
Organization = {AAAC},
Publisher = {IEEE}
}
-
Learning Image-based Representations for Heart Sound Classification
Z. Ren, N. Cummins, V. Pandit, J. Han, K. Qian, and B. Schuller. In Proceedings 8th International Conference on Digital Health (DH), Lyon, France, April 2018, pp. 143-147
[pdf]
[bibtex]
@InProceedings{Ren18-LIR,
Title = {{Learning Image-based Representations for Heart Sound Classification}},
Author = {Zhao Ren and Nicholas Cummins and Vedhas Pandit and Jing Han and Kun Qian and Bj\"orn Schuller},
Booktitle = {{Proceedings of the 8th International Conference on Digital Health, DH 2018}},
Year = {2018},
Address = {Lyon, France},
Month = {April},
Organization = {ACM},
Pages = {143-147},
Publisher = {ACM}
}
-
Leveraging Unlabelled Data for Emotion Recognition with Enhanced Collaborative Semi-Supervised Learning
Z. Zhang, J. Han, J. Deng, X. Xu, F. Ringeval, and B. Schuller. IEEE Access, vol. 6, April 2018. 13 pages
[pdf]
[bibtex]
@Article{Zhang18-LUD,
Title = {{Leveraging Unlabelled Data for Emotion Recognition with Enhanced Collaborative Semi-Supervised Learning}},
Author = {Zixing Zhang and Jing Han and Jun Deng and Xinzhou Xu and Fabien Ringeval, and Bj\"orn Schuller},
Journal = {IEEE Access},
Year = {2018},
Note = {13 pages},
Volume = {6},
Publisher = {IEEE}
}
-
TOWARDS CONDITIONAL ADVERSARIAL TRAINING FOR PREDICTING EMOTIONS FROM SPEECH
J. Han, Z. Zhang, Z. Ren, F. Ringeval, and B. Schuller. In Proceedings 43rd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, Canada, April 2018, pp.6822-6826
[pdf]
[bibtex]
@InProceedings{Han18-TCA,
Title = {{Towards Conditional Adversarial Training for Prediciting Emotions from Speech}},
Author = {Jing Han and Zixing Zhang and Zhao Ren and Fabien Ringeval and Bj\"orn Schuller},
Booktitle = {{Proceedings 43rd IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018}},
Year = {2018},
Address = {Calgary, Canada},
Month = {April},
Organization = {IEEE},
Pages = {6822-6826},
Publisher = {IEEE}
}
-
Deep Recurrent Neural Networks for Emotion Recognition in Speech
M. Schmitt and B. Schuller. In Proceedings 44. Jahrestagung für Akustik (DAGA), Munich, Germany, March 2018, pp. 1537-1540
[pdf]
[bibtex]
@InProceedings{Schmitt18-DRN,
Title = {{Deep Recurrent Neural Networks for Emotion Recognition in Speech}},
Author = {Maximilian Schmitt and Bj\"orn Schuller},
Booktitle = {{Proceedings 44.\ Jahrestagung f\"ur Akustik, DAGA 2018}},
Year = {2018},
Address = {Munich, Germany},
Month = {March},
Organization = {DEGA},
Pages = {1537-1540},
Publisher = {DEGA}
}
-
Affective Image Content Analysis: A Comprehensive Survey
S. Zhao and B. Schuller. In Proceddings 27th International Joint Conference on Artificial Intelligence (IJCAI), Stockholm, Sweden, 2018, pp. 5534-5541
[pdf]
[bibtex]
@inproceedings{Zhao18-AIC,
author = {Sicheng Zhao and Bj\"orn Schuller},
title = {{Affective Image Content Analysis: A Comprehensive Survey}},
booktitle = {Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018},
year = {2018},
pages = {5534-5541},
month = {July},
address = {Stockholm, Sweden},
}
-
Spotting Social Signals in Conversational Speech over IP: A Deep Learning Perspective
R. Brückner, M. Schmitt, M. Pantic, and B. Schuller, in Proceedings 18th Annual conference of the International Speech Communication Association (INTERSPEECH), Stockholm, Sweden, August 2017, pp. 2371–2375
[pdf]
[bibtex]
@InProceedings{Brueckner17-SSS,
Title = {{Spotting Social Signals in Conversational Speech over IP: A Deep Learning Perspective}},
Author = {Raymond Br\"uckner and Maximilian Schmitt and Maja Pantic and Bj\"orn Schuller},
Booktitle = {{Proceedings INTERSPEECH 2017, 18th Annual Conference of the International Speech Communication Association}},
Year = {2017},
Address = {Stockholm, Sweden},
Month = {August},
Note = {(acceptance rate: 51\,\%)},
Organization = {ISCA},
Pages = {2371--2375},
Publisher = {ISCA}
}
-
Wavelets Revisited for the Classification of Acoustic Scenes
K. Qian, Z. Ren, V. Pandit, Z. Yang, Z. Zhang, and B. Schuller, in Proceedings of the Detection and Classification of Acoustic Scenes and Events Workshop (DCASE), Munich, Germany, November 2017, pp. 108–112
[pdf]
[bibtex]
@InProceedings{Qian17-WRF,
Title = {{Wavelets Revisited for the Classification of Acoustic Scenes}},
Author = {Kun Qian and Zhao Ren and Vedhas Pandit and Zijiang Yang and Zixing Zhang and Bj\"orn Schuller},
Booktitle = {Proceedings of the Detection and Classification of Acoustic Scenes and Events 2017 Workshop (DCASE2017)},
Year = {2017},
Address = {Munich, Germany},
Month = {November},
Organization = {IEEE},
Pages = {108--112},
Publisher = {IEEE}
}
-
AVEC 2017 – Real-life Depression, and Affect Recognition Workshop and Challenge
F. Ringeval, B. Schuller, M. Valstar, J. Gratch, R. Cowie, S. Scherer, S. Mozgai, N. Cummins, M. Schmitt, and M. Pantic. In Proceedings of the 7th Interna-tional Workshop on Audio/Visual Emotion Challenge (AVEC), Mountain View, CA, October 2017, pp. 3-9
[pdf]
[bibtex]
@inproceedings{Ringeval17-A2R,
author = {Fabien Ringeval and Bj\"orn Schuller and Michel Valstar and Jonathan Gratch and Roddy Cowie and Stefan Scherer and Sharon Mozgai and Nicholas Cummins and Maximilian Schmitt and Maja Pantic},
title = {{AVEC 2017 -- Real-life Depression, and Affect Recognition Workshop and Challenge}},
booktitle = {{Proceedings of the 7th International Workshop on Audio/Visual Emotion Challenge, AVEC'17, co-located with the 25th ACM International Conference on Multimedia, MM 2017}},
year = {2017},
pages = {3--9},
address = {Mountain View, CA},
month = {October},
}
-
Summary for AVEC 2017 – Real-life Depression, and Affect Recognition Workshop and Challenge
F. Ringeval, M. Valstar, J. Gratch, B. Schuller, R. Cowie, and M. Pantic. In Proceedings of the 25th ACM International Conference on Multimedia (MM), Mountain View, CA, October 2017, pp. 1963–1964
[pdf]
[bibtex]
@inproceedings{Ringeval17-SFA,
author = {Fabien Ringeval and Michel Valstar and Jonathan Gratch and Bj\"orn Schuller and Roddy Cowie and Maja Pantic},
title = {{Summary for AVEC 2017 -- Real-life Depression, and Affect Recognition Workshop and Challenge}},
booktitle = {{Proceedings of the 25th ACM International Conference on Multimedia, MM 2017}},
year = {2017},
pages = {1963--1964},
address = {Mountain View, CA},
month = {October},
}
-
An array of physical sensors and an adaptive regression strategy for emotion recognition in a noisy scenario
F. Mosciano, A. Mencattini, F. Ringeval, B. Schuller, E. Martinelli, and C. Di Natale. Sensors & Actuators A: Physical, vol. 267, November 2017, pp. 48-59
[pdf]
[bibtex]
@article{Mosciano17-AAO,
author = {Francesco Mosciano and Arianna Mencattini and Fabien Ringeval and Bj\"orn Schuller and Eugenio Martinelli and Corrado {Di Natale}},
title = {{An array of physical sensors and an adaptive regression strategy for emotion recognition in a noisy scenario}},
journal = {Sensors \& Actuators A: Physical},
year = {2017},
volume = {267},
pages = {48--59},
month = {November},
}
-
End-to-End Multimodal Emotion Recognition Using Deep Neural Networks
P. Tzirakis, G. Trigeorgis, M. A. Nicolaou, B. Schuller, and S. Zafeiriou. IEEE Journal of Selected Topics in Signal Processing, vol. 11, no. 8, December 2017, pp. 1301-1308
[pdf]
[bibtex]
@article{Panagiotis17-EMEb,
author = {Panagiotis Tzirakis and George Trigeorgis and Mihalis A.\ Nicolaou and Bj\"orn Schuller and Stefanos Zafeiriou},
title = {{End-to-End Multimodal Emotion Recognition using Deep Neural Networks}},
journal = {IEEE Journal of Selected Topics in Signal Processing, Special Issue on End-to-End Speech and Language Processing},
year = {2017},
volume = {11},
number = {8},
pages = {1301--1308},
month = {December},
}
-
Automatic Analysis of Facial Actions: A Survey
M. Valstar, B. Martinez, B. Jiang and M. Pantic
[pdf]
[bibtex]
@article{martinez2017automatic,
title={Automatic analysis of facial actions: A survey},
author={Martinez, Brais and Valstar, Michel F and Jiang, Bihan and Pantic, Maja},
journal={IEEE Transactions on Affective Computing},
year={2017},
publisher={IEEE}
}
-
AFEW-VA database for valence and arousal estimation in-the-wild
J. Kossaifi, G. Tzimiropoulos, S. Todorovic and M. Pantic
[pdf]
[bibtex]
@article{kossaifi_afewva,
title = "AFEW-VA database for valence and arousal estimation in-the-wild",
journal = "Image and Vision Computing",
volume = "65",
number = "Supplement C",
pages = "23 - 36",
year = "2017",
note = "Multimodal Sentiment Analysis and Mining in the Wild Image and Vision Computing",
author = "Jean Kossaifi and Georgios Tzimiropoulos and Sinisa Todorovic and Maja Pantic",
}
-
A survey of multimodal sentiment analysis
M. Soleymani, D. Garcia, B. Jou, B. Schuller, S. F. Chang, M. Pantic. Image and Vision Computing, 2017
[pdf]
[bibtex]
@article{soleymani2017survey,
title={A survey of multimodal sentiment analysis},
author={Soleymani, Mohammad and Garcia, David and Jou, Brendan and Schuller, Bj{\"o}rn and Chang, Shih-Fu and Pantic, Maja},
journal={Image and Vision Computing},
year={2017},
publisher={Elsevier}
}
-
Deep Structured Ordinal Regression for Facial Action Unit Intensity Estimation
R. Walecki, O. Rudovic, V. Pavlovic, B. Schueller, M. Pantic. Proceedings of the conference on Computer Vision and Pattern Recognition, July 2017.
[pdf]
[bibtex]
@article{walecki2017deep,
title={Deep Structured Learning for Facial Action Unit Intensity Estimation},
author={Walecki, Robert and Pavlovic, Vladimir and Schuller, Bj{\"o}rn and Pantic, Maja and others},
journal={arXiv preprint arXiv:1704.04481},
year={2017}
}
-
Temporal Archetypal Analysis for Action Segmentation
E. Fotiadou, M. Pantic, Y. Panagakis. Proceedings of the conference on Automatic Face and Gesture Recognition, May 2017.
[pdf]
[bibtex]
@inproceedings{Fotiadou2017TemporalAA,
title={Temporal Archetypal Analysis for Action Segmentation},
author={Eftychia Fotiadou and Yiannis Panagakis and Maja Pantic},
booktitle={FG},
year={2017}
}
-
Audio-Visual Object Localization and Separation using Low-Rank and Sparsity Analysis
J. Pu, Y. Panagakis, S. Petridis, M. Pantic. Proceedings of ICASSP, March 2017.
[pdf]
[bibtex]
@inproceedings{pu2017audio,
title={Audio-visual object localization and separation using low-rank and sparsity},
author={Pu, Jie and Panagakis, Yannis and Petridis, Stavros and Pantic, Maja},
booktitle={Acoustics, Speech and Signal Processing (ICASSP), 2017 IEEE International Conference on},
pages={2901--2905},
year={2017},
organization={IEEE}
}
-
End-to-end Visual Speech Recognition With LSTMs
S. Petridis, Z. Li, M. Pantic. Proceedings of ICASSP, March 2017.
[pdf]
[bibtex]
@article{DBLP:journals/corr/PetridisLP17,
author = {Stavros Petridis and
Zuwei Li and
Maja Pantic},
title = {End-To-End Visual Speech Recognition With LSTMs},
journal = {CoRR},
volume = {abs/1701.05847},
year = {2017},
url = {http://arxiv.org/abs/1701.05847},
timestamp = {Wed, 07 Jun 2017 14:42:07 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/PetridisLP17},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
-
Dynamic behavior analysis via structured rank minimization
G. Christos, Y. Panagakis, and M. Pantic. International Journal of Computer Vision, pp.1-25.
[pdf]
[bibtex]
[endnote]
@article{georgakis2017dynamic,
title={Dynamic behavior analysis via structured rank minimization},
author={Georgakis, Christos and Panagakis, Yannis and Pantic, Maja},
journal={International Journal of Computer Vision},
pages={1--25},
publisher={Springer}
}
International Journal of Computer Vision, pp.1-25
-
openXBOW – Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit
M. Schmitt and B. Schuller. Journal of Machine Learning Research, vol. 18, 2017, 5 pages
[pdf]
[bibtex]
@Article{Schmitt17-OIT,
Title = {{openXBOW -- Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit}},
Author = {Maximilian Schmitt and Bj\"orn Schuller},
Journal = {Journal of Machine Learning Research},
Year = {2017},
Note = {5 pages},
Volume = {18},
Publisher = {Microtome Publishing}
}
-
“Non-negative decompositions for analysis of dynamic visual data”
L. Zafeiriou, Y. Panagakis, S. Zafeiriou & M. Pantic, IEEE Transactions on Image Processing, vol. 26, no. 12, pp. 5603-5617.
DOI: 10.1109/TIP.2017.2735186
[pdf]
-
A Copula Ordinal Regression Framework for Joint Estimation of Facial Action Unit Intensity
R. Walecki, O. Rudovic, V. Pavlovic & M. Pantic , IEEE Transactions on Affective Computing, accepted for publication.
DOI: 10.1109/TAFFC.2017.2728534
-
Gaussian Process Domain Experts for Modelling of Facial Affect
S. Eleftheriadis, O. Rudovic, M. Deisenroth & M. Pantic ,
IEEE Transactions on Image Processing, vol. 26, no. 10, pp. 4697-4711.
DOI: 10.1109/TIP.2017.2721114
-
FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge
M.F. Valstar, E. Sánchez-Lozano, J.F. Cohn, L.A. Jeni, J.M. Girard, Z., IEEE Proceedings Automatic Face and Gesture Recognition 2017 (FG'17) https://arxiv.org/pdf/1702.04174.pdf
-
Multi-instance Dynamic Ordinal Random Fields for Weakly-Supervised Pain Intensity Estimation
A. Ruiz, O. Rudovic, X. Binefa, M. Pantic , Proceedings Asian Conference on Computer Vision 2017
(ACCV'17)
https://arxiv.org/pdf/1609.01465.pdf
-
Variable-state Latent Conditional Random Field models for facial expression analysis
R. Walecki, O. Rudovic, V. Pavlovic, and M. Pantic
Image and Vision Computing Journal, vol. 58, no.
C, pp. 25-37.
DOI: 10.1016/j.imavis.2016.04.009
-
Behavioural cues help predict impact of advertising on future sales
Gábor Szirtes, Javier Orozco, István Petrás, Dániel Szolgay, Ákos Utasi, Jeffrey F. Cohn
[pdf]
-
Prediction-based Learning from Continuous Emotion Recognition in Speech
J. Han, Z. Zhang, F. Ringeval, and B. Schuller. In Proceedings of ICASSP, New Orleans, LA, March 2017. pp 5005-5009
[pdf]
[bibtex]
@InProceedings{Han17-PLF,
Title = {{Prediction-based Learning from Continuous Emotion Recognition in Speech}},
Author = {Jing Han and Zixing Zhang and Fabien Ringeval and Bj\"orn Schuller},
Booktitle = {{Proceedings 42nd IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017}},
Year = {2017},
Address = {New Orleans, LA},
Month = {March},
Organization = {IEEE},
Pages = {5005--5009},
Publisher = {IEEE}
}
-
Reconstruction-error-based Learning for Continuous Emotion Recognition in Speech
J. Han, Z. Zhang, F. Ringeval, and B. Schuller. In Proceedings of ICASSP, New Orleans, LA, March 2017. pp 2367-2371
[pdf]
[bibtex]
@InProceedings{Han17-RLF,
Title = {{Reconstruction-error-based Learning for Continuous Emotion Recognition in Speech}},
Author = {Jing Han and Zixing Zhang and Fabien Ringeval and Bj\"orn Schuller},
Booktitle = {{Proceedings 42nd IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017}},
Year = {2017},
Address = {New Orleans, LA},
Month = {March},
Organization = {IEEE},
Pages = {2367--2371},
Publisher = {IEEE}
}
-
Strength Modelling for Real-World Automatic Continuous Affect Recognition from Audiovisual Signals
J. Han, Z. Zhang, N. Cummins, F. Ringeval, and B. Schuller. Image and Vision Computing, Special Issue on Multimodal Sentiment Analysis and Mining in the Wild, vol. 34, 2016. 12 pages
[pdf]
[bibtex]
@Article{Han16-SMF,
Title = {{Strength Modelling for Real-World Automatic Continuous Affect Recognition from Audiovisual Signals}},
Author = {Jing Han and Zixing Zhang and Nicholas Cummins and Fabien Ringeval and Bj\"orn Schuller},
Journal = {Image and Vision Computing, Special Issue on Multimodal Sentiment Analysis and Mining in the Wild},
Month = {September},
Pages = {76--86},
Year = {2016},
Volume = {65},
Publisher = {Elsevier}
}
-
Enhancing LSTM RNN-based Speech Overlap Detection by Artificially Mixed Data
G. Hagerer, V. Pandit, F. Eyben, and B. Schuller, In Proceedings AES 56th International Conference on Semantic Audio, Erlangen, Germany, June 2017.
[pdf]
[bibtex]
@inproceedings{Hagerer17-ELR,
author = {Gerhard Hagerer and Vedhas Pandit and Florian Eyben and Bj\"orn Schuller},
title = {{Enhancing LSTM RNN-based Speech Overlap Detection by Artificially Mixed Data}},
booktitle = {{Proceedings AES 56th International Conference on Semantic Audio}},
year = {2017},
pages = {1--8},
address = {Erlangen, Germany},
month = {June},
organization = {AES},
publisher = {Audio Engineering Society},
}
-
You sound ill, take the day off: Classification of speech affected by Upper Respiratory Tract Infection
N. Cummins, M. Schmitt, S. Amiriparian, J. Krajewski, and B. Schuller. In Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Jeju, South Korea, July 2017. pp. 3806-3809
[pdf]
[bibtex]
@InProceedings{Cummins17-YSI,
Title = {{You sound ill, take the day off: Classification of speech affected by Upper Respiratory Tract Infection}},
Author = {Nicholas Cummins and Maximilian Schmitt and Shahin Amiriparian and Jarek Krajewski and Bj\"orn Schuller},
Booktitle = {{Proceedings of the 39th Annual International Conference of the IEEE Engineering in
Medicine \& Biology Society, EMBC 2017}},
Year = {2017},
Address = {Jeju Island, South Korea},
Month = {July},
Organization = {IEEE},
Pages = {3806--3809},
Publisher = {IEEE}
}
-
Spotting Social Signals in Conversational Speech over IP: A Deep Learning Perspective
R. Brückner, M. Schmitt, M. Pantic, and B. Schuller, In Proceedings INTERSPEECH 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 2017, pp. 2371-2375.
[pdf]
[bibtex]
@InProceedings{Brueckner17-SSS,
Title = {{Spotting Social Signals in Conversational Speech over IP: A Deep Learning Perspective}},
Author = {Raymond Br\"uckner and Maximilian Schmitt and Maja Pantic and Bj\"orn Schuller},
Booktitle = {{Proceedings INTERSPEECH 2017, 18th Annual Conference of the International Speech Communication Association}},
Year = {2017},
Address = {Stockholm, Sweden},
Month = {August},
Note = {(acceptance rate: 51\,\%)},
Organization = {ISCA},
Pages = {2371--2375},
Publisher = {ISCA}
}
-
From Hard to Soft: Towards more Human-like Emotion Recognition by Modelling the Perception Uncertainty
J. Han, Z. Zhang, M. Schmitt, M. Pantic, and B. Schuller, in Proceedings of the 25th ACM International Conference on Multimedia, MM 2017, Mountain View, CA , ACM, October 2017.
[pdf]
[bibtex]
@inproceedings{Han17-FHT,
author = {Jing Han and Zixing Zhang and Maximilian Schmitt and Maja Pantic and Bj\"orn Schuller},
title = {{From Hard to Soft: Towards more Human-like Emotion Recognition by Modelling the Perception Uncertainty}},
booktitle = {{Proceedings of the 25th ACM International Conference on Multimedia, MM 2017}},
year = {2017},
pages = {890-897},
address = {Mountain View, CA},
month = {October},
organization = {ACM},
publisher = {ACM},
}
-
Recognising Guitar Effects – Which Acoustic Features Really Matter?
M. Schmitt and B. Schuller. in Proceedings INFORMATIK 2017, Lecture Notes in Informatics (LNI), Chemnitz, Germany, September 2017, pp. 177–190
[pdf]
[bibtex]
@InProceedings{Schmitt17-RGE,
Title = {{Recognising Guitar Effects -- Which Acoustic Features Really Matter?}},
Author = {Maximilian Schmitt and Bj\"orn Schuller},
Booktitle = {{Proceedings INFORMATIK 2017}},
Year = {2017},
Address = {Chemnitz, Germany},
Editor = {Maximilian Eibl and Martin Gaedke},
Month = {September},
Organization = {GI},
Pages = {177--190},
Publisher = {GI},
Series = {Lecture Notes in Informatics (LNI)}
}
-
The Conflict Escalation Resolution (CONFER) Database
C. Georgakis, Y. Panagakis, S. Zafeiriou, M. Pantic. Image and Vision Computing, December 2016.
[pdf]
[bibtex]
[endnote]
@article{georgakis2016conflict,
title={The Conflict Escalation Resolution (CONFER) Database},
author={Georgakis, Christos and Panagakis, Yannis and Zafeiriou, Stefanos and Pantic, Maja},
journal={Image and Vision Computing},
year={2016},
publisher={Elsevier}
}
%0 Journal Article
%T The Conflict Escalation Resolution (CONFER) Database
%A Georgakis, Christos
%A Panagakis, Yannis
%A Zafeiriou, Stefanos
%A Pantic, Maja
%J Image and Vision Computing
%@ 0262-8856
%D 2016
%I Elsevier
-
TensorLy: Tensor Learning in Python.
J. Kossaifi, Y. Panagakis, M. Pantic. NIPS Tensor-Learn Workshop, accepted for publication. December 2016.
[pdf]
[bibtex]
@conference{tensorly,
author = {J. Kossaifi and Y. Panagakis and M. Pantic},
booktitle = {NIPS Tensor-Learn Workshop, accepted for publication},
title = {TensorLy: Tensor Learning in Python},
year = {2016},
}
-
The University of Passau Open Emotion Recognition System for the Multimodal Emotion Challenge
J.Deng, N. Cummins, J. Han, X. Xu, Z. Ren, V. Pandit, Z. Zhang, and B. Schuller. In Proceedings of the 7th Chinese Conference on Pattern Recognition System for the Multimodal Emotion Challenge, November 2016, pp. 667-678.
[pdf]
[bibtex]
@InProceedings{Deng16-TUO,
Title = {{The University of Passau Open Emotion Recognition System for the Multimodal Emotion Challenge}},
Author = {Jun Deng and Nicholas Cummins and Jing Han and Xinzhou Xu and Zhao Ren and Vedhas Pandit and Zixing Zhang and Bj\"orn Schuller},
Booktitle = {{Proceedings of the 7th Chinese Conference on Pattern Recognition, CCPR}},
Year = {2016},
Address = {Chengdu, P.\,R.\ China},
Month = {November},
Pages = {667--678},
Publisher = {Springer}
}
-
A Bag-of-Audio-Words Approach for Snore Sounds' Excitation Localisation
M. Schmitt, C. Janott, V. Pandit, K. Qian, C. Heiser, W. Hemmert and B. Schuller, Proceedings of 14th ITG Conference on Speech Communication, October 2016. pp. 230-234.
[pdf]
[bibtex]
@InProceedings{Schmitt16-ABA,
Title = {{A Bag-of-Audio-Words Approach for Snore Sounds' Excitation Localisation}},
Author = {Maximilian Schmitt and Christoph Janott and Vedhas Pandit and Kun Qian and Clemens Heiser and Werner Hemmert and Bj\"orn Schuller},
Booktitle = {{Proceedings of 14th ITG Conference on Speech Communication}},
Year = {2016},
Address = {Paderborn, Germany},
Month = {October},
Organization = {ITG/VDE},
Pages = {230--234},
Publisher = {IEEE},
Volume = {267}
}
-
Towards Cross-lingual Automatic Diagnosis of Autism Spectrum Condition in Children’s Voices
M. Schmitt, E. Marchi, Fabien Ringeval and B. Schuller, Proceedings of 14th ITG Conference on Speech Communication, September 2016, pp. 264-268.
[pdf]
[bibtex]
@InProceedings{Schmitt16-TCA,
Title = {{Towards Cross-lingual Automatic Diagnosis of Autism Spectrum Condition in Children's Voices}},
Author = {Maximilian Schmitt and Erik Marchi and Fabien Ringeval and Bj\"orn Schuller},
Booktitle = {{Proceedings of 14th ITG Conference on Speech Communication}},
Year = {2016},
Address = {Paderborn, Germany},
Month = {October},
Organization = {ITG/VDE},
Pages = {264--268},
Publisher = {IEEE}
}
-
Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks
Z. Zhang, F. Ringeval, J. Han, J. Deng, E. Marchi, and B. Schuller. In Proceedings INTERSPEECH, September 2016, pp. 3593-3597.
[pdf]
[bibtex]
@InProceedings{Zhang16-FRI,
Title = {{Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks}},
Author = {Zixing Zhang and Fabien Ringeval and Jing Han and Jun Deng and Erik Marchi and Bj\"orn Schuller},
Booktitle = {{Proceedings INTERSPEECH 2016, 17th Annual Conference of the International Speech Communication Association}},
Year = {2016},
Address = {San Francsico, CA},
Month = {September},
Organization = {ISCA},
Pages = {3593--3597},
Publisher = {ISCA}
}
-
At the Border of Acoustics and Linguistics: Bag-of-Audio-Words for the Recognition of Emotions in Speech
M. Schmitt, F. Ringeval and B. Schuller. Proceedings of 17th Annual Conference of the International Speech Communication Association (INTERSPEECH), September 2016, pp. 495-499.
[pdf]
[bibtex]
@InProceedings{Schmitt16-ATB,
Title = {{At the Border of Acoustics and Linguistics: Bag-of-Audio-Words for the Recognition of Emotions in Speech}},
Author = {Maximilian Schmitt and Fabien Ringeval and Bj\"orn Schuller},
Booktitle = {{Proceedings of 17th Annual Conference of the International Speech Communication Association (INTERSPEECH)}},
Year = {2016},
Address = {San Francisco, USA},
Month = {September},
Pages = {495--499},
Publisher = {ISCA}
}
-
Robust Correlated and Individual Component Analysis
Y. Panagakis, M. A. Nicolaou, S. Zafeiriou and M. Pantic. IEEE Transactions on Pattern Analysis and Machine Intelligence, August 2016
[pdf]
[bibtex]
@article{RCICA,
author = {Y. Panagakis and M. A. Nicolaou and S. Zafeiriou and M. Pantic},
journal = { IEEE Transactions on Pattern Analysis and Machine Intelligence, Special Issue in Multimodal Pose Estimation and Behaviour Analysis},
title = {Robust Correlated and Individual Component Analysis},
year = {2016},
}
-
Discriminatively trained recurrent neural networks for continuous dimensional emotion recognition from audio
F. Weninger, F. Ringeval, E. Marchi, and B. Schuller. In Proceedings of the 25th International Joint Conference on Artificial Intelligence, July 2016.
[pdf]
[bibtex]
@InProceedings{Weninger16-DTR,
Title = {{Discriminatively trained recurrent neural networks for continuous dimensional emotion recognition from audio}},
Author = {Felix Weninger and Fabien Ringeval and Erik Marchi and Bj\"orn Schuller},
Booktitle = {Proceedings of the 25th International Joint Conference on Artificial Intelligence, IJCAI 2016},
Year = {2016},
Address = {New York City, NY},
Month = {July},
Note = {7 pages},
Organization = {IJCAI/AAAI},
Page = {2196--2202}
}
-
7 Essential Principles to Make Multimodal Sentiment Analysis Work in the Wild
B. Schuller. In Proceedings of the 4th Workshop on Sentiment Analysis where AI meets Psychology, July 2016.
[pdf]
[bibtex]
@InProceedings{Schuller16-7EP,
Title = {{7 Essential Principles to Make Multimodal Sentiment Analysis Work in the Wild}},
Author = {Bj\"orn Schuller},
Booktitle = {Proceedings of the 4th Workshop on Sentiment Analysis where AI meets Psychology (SAAIP 2016) , satellite of the 25th International Joint Conference on Artificial Intelligence, IJCAI 2016},
Year = {2016},
Address = {New York City, NY},
Editor = {Sivaji Bandyopadhyay and Dipankar Das and Erik Cambria and Braja Gopal Patra },
Month = {July},
Note = {invited contribution},
Organization = {IJCAI/AAAI},
Pages = {1},
Publisher = {CEUR},
Volume = {1619}
}
-
Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity
R. Walecki, O. Rudovic, M. Pantic and V. Pavlovic. Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPRW'16), June 2016.
[pdf]
[bibtex]
@inproceedings{walecki2016copula,
author = {R. Walecki and O. Rudovic and M. Pantic and V. Pavlovic},
address = {Las Vegas, Nevada.},
booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR 2016)},
month = {June},
title = {Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity},
year = {2016},
}
-
A Framework for Joint Estimation and Guided Annotation of Facial Action Unit Intensity
R. Walecki, E. Coutinho, O. Rudovic, M. Pantic, V. Pavlovic. Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPRW'16), June 2016.
[pdf]
[bibtex]
@inproceedings{walecki2016framework,
author = {R. Walecki and O. Rudovic and M. Pantic and V. Pavlovic and J. Cohn},
address = {Las Vegas, Nevada.},
booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR'W 2016)},
month = {June},
title = {A Framework for Joint Estimation and Guided Annotation of Facial Action Unit Intensity},
year = {2016},
}
-
Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis
S. Eleftheriadis, O. Rudovic, M. P. Deisenroth and M. Pantic. International Conference on Computer Vision and Pattern Recognition (CVPRW’16). 4th Workshop on Context Based Affect Recognition, June 2016
[pdf]
[bibtex]
@inproceedings{eleftheriadis_gpde,
author = {S. Eleftheriadis and O. Rudovic and M. P. Deisenroth and M. Pantic},
address = {Las Vegas, NV, USA},
booktitle = {International Conference on Computer Vision and Pattern Recognition (CVPRW’16). 4th Workshop on Context Based Affect Recognition},
month = {June},
title = {Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis},
year = {2016},
}
-
Towards a Common Linked Data Model for Sentiment and Emotion Analysis
J. Sanchez-Rada, B. Schuller, V. Patti, P. Buitelaar, G. Vulcu, F. Burkhardt, C. Clavel, M. Petychakis, and C. A. Iglesias. In Proceedings of the 6th International Workshop on Emotion and Sentiment Analysis (ESA 2016), May 2016.
[pdf]
[bibtex]
@InProceedings{Sanchez-Rada16-TAC,
Title = {{Towards a Common Linked Data Model for Sentiment and Emotion Analysis}},
Author = {{Juan Fernando} S\'anchez-Rada and Bj\"orn Schuller and Viviana Patti and Paul Buitelaar and Gabriela Vulcu and Felix Burkhardt and Chlo\'e Clavel and Michael Petychakis and Carlos A.\ Iglesias},
Booktitle = {{Proceedings of the 6th International Workshop on Emotion and Sentiment Analysis (ESA 2016), satellite of the 10th Language Resources and Evaluation Conference (LREC 2016)}},
Year = {2016},
Address = {Portoroz, Slovenia},
Editor = {{Juan Fernando} S\'anchez-Rada and Bj\"orn Schuller},
Month = {May},
Note = {(42\,\% long paper acceptance rate)},
Organization = {ELRA},
Pages = {48--54},
Publisher = {ELRA}
}
-
Empirical Mode Decomposition: A Data-Enrichment Perspective on Speech Emotion Recognition
B. Dong, Z. Zhang, and B. Schuller. In Proceedings of the 6th International Workshop on Emotion and Sentiment Analysis, May 2016.
[pdf]
[bibtex]
@InProceedings{Dong16-EMD,
Title = {{Empirical Mode Decomposition: A Data-Enrichment Perspective on Speech Emotion Recognition}},
Author = {Bin Dong and Zixing Zhang and Bj\"orn Schuller},
Booktitle = {{Proceedings of the 6th International Workshop on Emotion and Sentiment Analysis (ESA 2016), satellite of the 10th Language Resources and Evaluation Conference (LREC 2016)}},
Year = {2016},
Address = {Portoroz, Slovenia},
Editor = {{Juan Fernando} S\'anchez-Rada and Carlos A.\ Iglesias and Bj\"orn Schuller and Gabriela Vulcu and Paul Buitelaar and Laurence Devillers},
Month = {May},
Note = {4 pages},
Organization = {ELRA},
Publisher = {ELRA}
}
-
Probabilistic Slow Features for Behavior Analysis
L. Zafeiriou, M. A. Nicolaou, S. Zafeiriou, S. Nikitidis, M. Pantic. IEEE Transactions on Neural Networks and Learning Systems, vol. 27, no. 5, pp. 1034-1048, May 2016.
[pdf]
-
Discriminant Incoherent Component Analysis
C. Georgakis, Y. Panagakis and M. Pantic. IEEE Transactions on Image Processing, vol. 25, no. 5, pp. 2021-2034, May 2016.
[pdf]
[bibtex]
@article{georgakistip,
author = {C. Georgakis and Y. Panagakis and M. Pantic},
pages = {2021--2034},
journal = {IEEE Transactions on Image Processing},
month = {May},
number = {5},
title = {Discriminant Incoherent Component Analysis},
volume = {25},
year = {2016},
}
-
Empirical Mode Decomposition: A Data-Enrichment Perspective on Speech Emotion Recognition
B. Dong, Z. Zhang, and B. Schuller. In Proceedings of the 6th International Workshop on Emotion and Sentiment Analysis, May 2016.
[pdf]
[bibtex]
@InProceedings{Dong16-EMD,
Title = {{Empirical Mode Decomposition: A Data-Enrichment Perspective on Speech Emotion Recognition}},
Author = {Bin Dong and Zixing Zhang and Bj\"orn Schuller},
Booktitle = {{Proceedings of the 6th International Workshop on Emotion and Sentiment Analysis (ESA 2016), satellite of the 10th Language Resources and Evaluation Conference (LREC 2016)}},
Year = {2016},
Address = {Portoroz, Slovenia},
Editor = {{Juan Fernando} S\'anchez-Rada and Carlos A.\ Iglesias and Bj\"orn Schuller and Gabriela Vulcu and Paul Buitelaar and Laurence Devillers},
Month = {May},
Note = {4 pages},
Organization = {ELRA},
Publisher = {ELRA}
}
-
Multimodal Sentiment Analysis in the Wild: Ethical considerations on Data Collection, Annotation, and Exploitation
B. Schuller, J. Ganascia, and L. Devillers. In Proceedings of the Workshop on ETHics in Corpus Collection, Annotation, and Application, satellite of the 10th Language Resources and Evaluation Conference, Portoroz, Slovenia, pp. 29-34, May 2016.
[pdf]
[bibtex]
@InProceedings{Schuller16-MSA,
Title = {{Multimodal Sentiment Analysis in the Wild: Ethical considerations on Data Collection, Annotation, and Exploitation}},
Author = {Bj\"orn Schuller and Jean-Gabriel Ganascia and Laurence Devillers},
Booktitle = {{Proceedings of the 1st International Workshop on ETHics In Corpus Collection, Annotation and Application (ETHI-CA$^2$ 2016), satellite of the 10th Language Resources and Evaluation Conference (LREC 2016)}},
Year = {2016},
Address = {Portoroz, Slovenia},
Editor = {Laurence Devillers and Bj\"orn Schuller and Emily {Mower Provost} and Peter Robinson and Joseph Mariani and Agnes Delaborde},
Month = {May},
Organization = {ELRA},
Pages = {29--34},
Publisher = {ELRA}
}
-
Cross Lingual Speech Emotion Recognition Using Canonical Correlation Analysis on Principal Component Subspace
H. Sagha, J. Deng, M. Gavryukova, J. Han, and B. Schuller. IIn Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Shanghai, China, pp.5800-5804, March 2016.
[pdf]
[bibtex]
@InProceedings{Sagha16-CLS,
Title = {{Cross Lingual Speech Emotion Recognition using Canonical Correlation Analysis on Principal Component Subspace}},
Author = {Hesam Sagha and Jun Deng and Maryna Gavryukova and Jing Han and Bj\"orn Schuller},
Booktitle = {{Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)}},
Year = {2016},
Address = {Shanghai, P.\,R.\ China},
Month = {March},
Organization = {IEEE},
Pages = {5800-5804},
Publisher = {IEEE}
}
-
Enhanced Semi-supervised Learning for Multimodal Emotion Recognition
Z. Zhang, F. Ringeval, B. Dong, E. Coutinho, E. Marchi, and B. Schuller. In Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Shanghai, China, pp. 5185-5189, March 2016.
[pdf]
[bibtex]
@InProceedings{Zhang16-ESL,
Title = {{Enhanced Semi-Supervised Learning for Multimodal Emotion Recognition}},
Author = {Zixing Zhang and Fabien Ringeval and Bin Dong and Eduardo Coutinho and Erik Marchi and Bj\"orn Schuller},
Booktitle = {{Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)}},
Year = {2016},
Address = {Shanghai, P.\,R.\ China},
Month = {March},
Organization = {IEEE},
Pages = {5185--5189},
Publisher = {IEEE}
}
-
ADIEU Features? End-to-end Speech Emotion Recognition Using a Deep Convolutional Recurrent Network
G. Trigeorgis, F. Ringeval, R. Brückner, E. Marchi, M. Nicolaou, B. Schuller, and S. Zafeiriou. In Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Shanghai, China, pp. 5200-5204, March 2016.
[pdf]
[bibtex]
@InProceedings{Trigeorgis16-AFE,
Title = {{Adieu Features? End-to-End Speech Emotion Recognition using a Deep Convolutional Recurrent Network}},
Author = {George Trigeorgis and Fabien Ringeval and Raymond Br\"uckner and Erik Marchi and Mihalis Nicolaou and Bj\"orn Schuller and Stefanos Zafeiriou},
Booktitle = {{Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)}},
Year = {2016},
Address = {Shanghai, P.\,R.\ China},
Month = {March},
Note = {winner of the IEEE Spoken Language Processing Student Travel Grant 2016},
Organization = {IEEE},
Pages = {5200--5204},
Publisher = {IEEE}
}
-
Deep Complementary Bottleneck Features for Visual Speech Recognition
M. Pantic and S. Petridis. In Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Shanghai, China, pp. 2304 - 2308, March 2016
[pdf]
[bibtex]
@conference{petridisPantic_icassp2016,
author = {M. Pantic and S. Petridis},
pages = {2304--2308},
booktitle = {ICASSP},
title = {Deep Complementary Bottleneck Features for Visual Speech Recognition},
year = {2016},
}
-
Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models
A. Mencattini, E. Martinelli, F. Ringeval, B. Schuller, and C. Di Natale. IEEE Transactions on Affective Computing, February 2016.
[pdf]
[bibtex]
@Article{Mencattini16-CEO,
Title = {{Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models}},
Author = {Arianna Mencattini and Eugenio Martinelli and Fabien Ringeval and Bj\"orn Schuller and Corrado {Di Natale}},
Journal = {IEEE Transactions on Affective Computing},
Year = {2016},
Note = {14 pages, to appear (IF: 3.466, 5-year IF: 3.871 (2013))},
Volume = {7},
Publisher = {IEEE}
}
-
Prediction based audio-visual fusion for classification of non-linguistic vocalasations
S. Petridis and M. Pantic. Transactions on Affective Computing, vol. 7, no. 1, pp. 45-58, January 2016
[pdf]
-
Sociocognitive Language Processing – Emphasising the Soft Factors
B. Schuller and M. McTear. In Proceedings of the Seventh International Workshop on Spoken Dialogue Systems (IWSDS), Saariselkä, Finland, January 2016.
[pdf]
[bibtex]
@InProceedings{Schuller16-SLP,
Title = {{Sociocognitive Language Processing - Emphasising the Soft Factors}},
Author = {Bj\"orn Schuller and Michael McTear},
Booktitle = {{Proceedings of the Seventh International Workshop on Spoken Dialogue Systems (IWSDS)}},
Year = {2016},
Address = {Saariselk\"a, Finland},
Month = {January},
Note = {6 pages},
Publisher = {Springer}
}
-
Summary for AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge
M. Valstar, J. Gratch, B. Schuller, F. Ringeval, R. Cowie, and M. Pantic, In Proceedings of the 24th ACM International Conference on Multimedia, Amsterdam, Netherlands, October 2016, pp. 1483–1484
[pdf]
-
AVEC 2016 – Depression, Mood, and Emotion Recognition Workshop and Challenge
M. Valstar, J. Gratch, B. Schuller, F. Ringeval, D. Lalanne, M. Torres Torres, S. Scherer, G. Stratou, R. Cowie, and M. Pantic, In Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, AVEC’16, co-located with the 24th ACM International Conference on Multimedia, Amsterdam, Netherlands, October 2016, pp. 3-10
[pdf]
-
The First Facial Landmark Tracking in-the-Wild Challenge: Benchmark and Results
J. Shen, S. Zafeiriou, G. Chrysos, J. Kossaifi, G. Tzimiropoulos and M. Pantic. Proceedings of IEEE International Conference on Computer Vision, 300 Videos in the Wild (300-VW): Facial Landmark Tracking in-the-Wild Challenge & Workshop (ICCVW'15), December 2015
[pdf]
[bibtex]
@inproceedings{300VW,
author = {J. Shen and S. Zafeiriou and G. Chrysos and J. Kossaifi and G. Tzimiropoulos and M. Pantic},
booktitle = {Proceedings of IEEE International Conference on Computer Vision, 300 Videos in the Wild (300-VW): Facial Landmark Tracking in-the-Wild Challenge & Workshop (ICCVW'15)},
month = {December},
title = {The First Facial Landmark Tracking in-the-Wild Challenge: Benchmark and Results},
year = {2015},
}
-
Robust Statistical Face Frontalization
C. Sagonas, Y. Panagakis, S. Zafeiriou and M. Pantic. Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2015), December 2015
[pdf]
[bibtex]
@inproceedings{rsf_sagonas_iccv_2015,
author = {C. Sagonas and Y. Panagakis and S. Zafeiriou and M. Pantic},
address = {Santiago, Chile},
booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2015)},
month = {December},
title = {Robust Statistical Face Frontalization},
year = {2015},
}
-
Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection
S. Eleftheriadis, O. Rudovic and M. Pantic. International Conference on Computer Vision (ICCV), December 2015.
[pdf]
[bibtex]
@inproceedings{eleftheriadis_iccv,
author = {S. Eleftheriadis and O. Rudovic and M. Pantic},
address = {Santiago, Chile},
booktitle = { International Conference on Computer Vision (ICCV)},
month = {December},
title = {Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection},
year = {2015},
}
-
Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation
S. Kaltwang, S. Todorovic and M. Pantic. IEEE Transactions on Pattern Analysis and Machine Intelligence, November 2015.
[pdf]
[bibtex]
@article{Kaltwang2015Doubly,
author = {S. Kaltwang and S. Todorovic and M. Pantic},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
note = {(to appear)},
title = {Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation},
year = {2015},
}
-
AVEC 2015 – The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data
F. Ringeval, B. Schuller, M. Valstar, S. Jaiswal, E. Marchi, D. Lalanne, R. Cowie, and M. Pantic. In Proceedings of the 5th International
Workshop on Audio/Visual Emotion Challenge, AVEC15. ACM MM'15, October 2015.
[pdf]
[bibtex]
@InProceedings{Ringeval15-A2Ta,
Title = {{AV+EC 2015 –- The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data}},
Author = {Fabien Ringeval and Bj\"orn Schuller and Michel Valstar and Shashank Jaiswal and Erik Marchi and Denis Lalanne and Roddy Cowie and Maja Pantic},
Booktitle = {{Proc.\ 5th International Audio/Visual Emotion Challenge and Workshop, satellite of the 23rd ACM International Conference on Multimedia, MM 2015}},
Year = {2015},
Address = {Brisbane, Australia},
Month = {October},
Note = {4 pages, to appear},
Organization = {ACM},
Publisher = {ACM}
}
-
Variable-state Latent Conditional Random Field Models for Facial Expression Analysis
R. Walecki, O. Rudovic, V. Pavlovic and M. Pantic. Image and
Vision Computing Journal, October 2015.
[pdf]
[bibtex]
@article{walecki2015variable-state_2,
author = {R. Walecki and O. Rudovic and V. Pavlovic and M. Pantic},
booktitle = {IMAVIS (article in press)},
journal = {IMAVIS (article in press)},
month = {October},
publisher = {Elsevier},
title = {Variable-state Latent Conditional Random Field Models for Facial Expression Analysis},
year = {2016},
}
-
AVEC 2015 – The 5th International Audio/Visual Emotion Challenge and Workshop
F. Ringeval, B. Schuller, M. Valstar, R. Cowie, and M. Pantic. In Proceedings of the 23rd ACM International Conference on Multimedia, MM 2015, (Brisbane, Australia), ACM, October 2015.
[pdf]
[bibtex]
@InProceedings{Ringeval15-A2Tb,
Title = {{AVEC 2015 -- The 5th International Audio/Visual Emotion Challenge and Workshop}},
Author = {Fabien Ringeval and Bj\"orn Schuller and Michel Valstar and Roddy Cowie and Maja Pantic},
Booktitle = {{Proceedings of the 23rd ACM International Conference on Multimedia, MM 2015}},
Year = {2015},
Address = {Brisbane, Australia},
Month = {October},
Note = {2 pages, to appear},
Organization = {ACM},
Publisher = {ACM}
}
-
Discrimination Between Native and Non-Native Speech Using Visual Features Only
C. Georgakis, S. Petridis and M. Pantic. IEEE Transactions on Cybernetics, October 2015.
[pdf]
[bibtex]
@article{nativeNonNativeVisual,
author = {C. Georgakis and S. Petridis and M. Pantic},
journal = {IEEE Transactions on Cybernetics},
note = {(accepted)},
title = {Discrimination Between Native and Non-Native Speech Using Visual Features Only},
year = {2015},
}
-
The ICL-TUM-PASSAU Approach for the MediaEval 2015 “Affective Impact of Movies” Task
G. Trgeorgis., E. Coutinho, F. Ringeval, E. Marchi, S. Zafeirou, and B. Schuller. In Proceedings of the MediaEval 2015 Multimedia Benchmark Workshop, satellite of Interspeech 2015, (Wurzen, Germany), CEUR, September 2015
[pdf]
[bibtex]
@InProceedings{Trigeorgis15-TIA,
Title = {{The ICL-TUM-PASSAU approach for the MediaEval 2015 ``Affective Impact of Movies'' Task}},
Author = {George Trigeorgis and Eduardo Coutinho and Fabien Ringeval and Erik Marchi and Stefanos Zafeiriou and Bj\"orn Schuller},
Booktitle = {{Proceedings of the MediaEval 2015 Multimedia Benchmark Workshop, satellite of Interspeech 2015}},
Year = {2015},
Address = {Wurzen, Germany},
Editor = {Martha Larson and Bogdan Ionescu and Mats Sjoberg and Xavier Anguera and Johann Poignant and Michael Riegler and Maria Eskevich and Claudia Hauff and Richard Sutcliffe and Gareth J.F. Jones and Yi-Hsuan Yang and Mohammad Soleymani and Symeon Papadopoulos},
Month = {September},
Note = {3 pages, best result},
Publisher = {CEUR},
Volume = {1436}
}
-
Fast and exact Bi-directional Fitting of Active Appearance Models
J. Kossaifi, G. Tzimiropoulos and M. Pantic. Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’15), Proc. ICIP'15, pp. 1135 - 1139, September 2015
[pdf]
[bibtex]
@inproceedings{kossaifi_bidirectional_aam,
author = {J. Kossaifi and G. Tzimiropoulos and M. Pantic},
pages = {1135--1139},
address = {Quebec City, QC, Canada},
booktitle = {Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’15)},
month = {September},
title = {Fast and exact Bi-directional Fitting of Active Appearance Models},
year = {2015},
}
-
Face Reading from Speech – Predicting Facial Action Units from Audio Cues
F. Ringeval, E. Marchi, M. Mehu, K. Scherer, and B. Schuller. In Proceedings INTERSPEECH 2015, 16th Annual Conference of the International Speech Communication Association, (Dresden, Germany), ISCA, September 2015.
[pdf]
[bibtex]
@InProceedings{Ringeval15-FRF,
Title = {{Face Reading from Speech –- Predicting Facial Action Units from Audio Cues}},
Author = {Fabien Ringeval and Erik Marchi and Marc M\'ehu and Klaus Scherer and Bj\"orn Schuller},
Booktitle = {{Proc.\ INTERSPEECH 2015, 16th Annual Conference of the International Speech Communication Association}},
Year = {2015},
Address = {Dresden, Germany},
Month = {September},
Note = {5 pages, to appear (51\,\% acceptance rate)},
Organization = {ISCA},
Pages = {1977--1981},
Publisher = {ISCA}
}
-
Detection of Negative Emotions in Speech Signals Using Bags-of-Audio-Words
F. Pokorny, F. Graf, F. Pernkopf and B. Schuller. 1st International Workshop on Automatic Sentiment Analysis in the Wild (WASA’15), ACII'15, September 2015.
[pdf]
[bibtex]
@InProceedings{Pokorny15-DON,
Title = {{Detection of Negative Emotions in Speech Signals Using Bags-of-Audio-Words}},
Author = {Florian Pokorny and Franz Graf and Franz Pernkopf and Bj\"orn Schuller},
Booktitle = {{Proc.\ 1st International Workshop on Automatic Sentiment Analysis in the Wild (WASA 2015) held in conjunction with the 6th biannual Conference on Affective Computing and Intelligent Interaction (ACII 2015)}},
Year = {2015},
Address = {Xi'an, P.\,R.\ China},
Month = {September},
Note = {6 pages, to appear (acceptance rate: 60\,\%)},
Organization = {AAAC},
Pages = {879--884},
Publisher = {IEEE}
}
-
Speech Analysis in the Big Data Era
B. Schuller. In Proceedings of the 18th International Conference on Text, Speech and Dialogue, TSD 2015, Lecture Notes in Artificial Intelligence (LNAI), Springer. Satellite event of INTERSPEECH 2015, September 2015.
[pdf]
[bibtex]
@InCollection{Schuller15-SAI,
Title = {{Speech Analysis in the Big Data Era}},
Author = {Bj\"orn Schuller},
Booktitle = {{Proc.\ 18th International Conference on Text, Speech and Dialogue, TSD 2015}},
Publisher = {Springer},
Year = {2015},
Month = {September},
Note = {satellite event of INTERSPEECH 2015, invited contribution, 8 pages, to appear (acceptance rate: ~50\,\%)},
Series = {Lecture Notes in Artificial Intelligence (LNAI)}
}
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Cross-Language Acoustic Emotion Recognition: An Overview and Some Tendencies
S. Feraru, D. Schuller, and B. Schuller. In Proceedings of 6th biannual Conference on Affective Computing and Intelligent Interaction (ACII 2015), (Xi’an, P. R. China), AAAC, IEEE, September 2015.
[pdf]
[bibtex]
@InProceedings{Feraru15-CAE,
Title = {{Cross-Language Acoustic Emotion Recognition: An Overview and Some Tendencies}},
Author = {{Silvia Monica} Feraru and Dagmar Schuller and Bj\"orn Schuller},
Booktitle = {{Proc.\ 6th biannual Conference on Affective Computing and Intelligent Interaction (ACII 2015)}},
Year = {2015},
Address = {Xi'an, P.\,R.\ China},
Month = {September},
Note = {7 pages, to appear (acceptance rate oral: 28\,\%))},
Organization = {AAAC},
Pages = {125--131},
Publisher = {IEEE}
}
-
Sentiment Apprehension in Human-Robot Interaction with NAO
J. Shen, O. Rudovic, S. Cheng and M. Pantic. 1st International Workshop on Automatic Sentiment Analysis in the Wild (WASA’15), ACII'15, September 2015.
[pdf]
[bibtex]
[endnote]
@inproceedings{Shen2015,
author = {J. Shen and O. Rudovic and S. Cheng and M. Pantic},
address = {Xi'an, China},
booktitle = {1st International Workshop on Automatic Sentiment Analysis in the Wild (WASA’15)},
month = {September},
title = {Sentiment Apprehension in Human-Robot Interaction with NAO},
year = {2015},
}
%0 Conference Proceedings
%T Sentiment Apprehension in Human-Robot Interaction with NAO
%A Shen, J.
%A Rudovic, O.
%A Cheng, 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 Shen2015
-
Neural Conditional Ordinal Random Fields for Agreement Level Estimation
N. Rakicevic, O. Rudovic, S. Petridis and M.
Pantic. 1st International Workshop on Automatic Sentiment Analysis in the Wild (WASA'15), September 2015.
[pdf]
[bibtex]
[endnote]
@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},
}
%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
-
Latent Trees for Estimating Intensity of Facial Action Units
S. Kaltwang, S. Todorovic, M. Pantic. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'15). Boston, MA, USA, June 2015.
[pdf]
[bibtex]
[endnote]
@inproceedings{Kaltwang2015,
author = {S. Kaltwang and S. Todorovic and M. Pantic},
address = {Boston, MA, USA},
booktitle = {IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'15)},
month = {June},
title = {Latent Trees for Estimating Intensity of Facial Action Units},
year = {2015},
}
%0 Conference Proceedings
%T Latent Trees for Estimating Intensity of Facial Action Units
%A Kaltwang, S.
%A Todorovic, S.
%A Pantic, M.
%B IEEE Conf. on Computer Vision and Pattern Recognition (CVPR?15)
%D 2015
%8 June
%C Boston, MA, USA
%F Kaltwang2015
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Active Nonrigid ICP Algorithm
S. Cheng, I. Marras, S. Zafeiriou and M. Pantic. Automatic Face and Gesture Recognition (FG), 2015 11th IEEE International Conference and Workshops, May 2015.
[pdf]
[bibtex]
@inproceedings{cheng2015active,
title={Active nonrigid ICP algorithm},
author={Cheng, Shiyang and Marras, Ioannis and Zafeiriou, Stefanos and Pantic, Maja},
booktitle={Automatic Face and Gesture Recognition (FG), 2015 11th IEEE International Conference and Workshops on},
volume={1},
pages={1--8},
year={2015},
organization={IEEE}
}
-
Variable-state Latent Conditional Random Fields for Facial Expression Recognition and Action Unit Detection
R. Walecki, O. Rudovic, V. Pavlovic, M. Pantic. Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'15). Ljubljana, Slovenia, pp. 1 - 8, May 2015.
[pdf]
[bibtex]
[endnote]
@inproceedings{walecki2015variable-state,
author = {R. Walecki and O. Rudovic and V. Pavlovic and M. Pantic},
pages = {1--8},
address = {Ljubljana, Slovenia},
booktitle = {Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'15)},
month = {May},
title = {Variable-state Latent Conditional Random Fields for Facial Expression Recognition and Action Unit Detection},
year = {2015},
}
%0 Conference Proceedings
%T Variable-state Latent Conditional Random Fields for Facial Expression Recognition and Action Unit Detection
%A Walecki, R.
%A Rudovic, O.
%A Pavlovic, V.
%A Pantic, M.
%B Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG?15)
%D 2015
%8 May
%C Ljubljana, Slovenia
%F walecki2015variable-state
%P 1-8
-
FERA 2015 - Second Facial Expression Recognition and Analysis Challenge
Michel F. Valstar, Timur Almaev, Jeffrey M. Girard, Gary McKeown, Marc Mehu,
Lijun Yin, Maja Pantic and Jeffrey F. Cohn. IEEE International Conference on Automatic Face and
Gesture Recognition (FG'15). Ljubljana, Slovenia, pp. 1 - 8, May
2015
[pdf]
[bibtex]
@inproceedings{anil2015-Manifold-embedding,
author = {Michel F. Valstar and Timur Almaev and Jeffrey M. Girard and Gary McKeown and Marc Mehu and Lijun Yin and Maja Pantic and Jeffrey F. Cohn},
pages = {1--8},
booktitle = {IEEE International Conference on Automatic Face and Gesture Recognition},
month = {May},
title = {FERA 2015 - Second Facial Expression Recognition and Analysis Challenge},
year = {2015},
}
-
Sparkle: Adaptive Sample Based Scheduling for Cluster Computing
C. Hao, J. Shen, H. Zhang, X. Zhang, Y. Wu, M. Li. Proceedings of the 5th International Workshop on Cloud Data and Platforms (CloudDP 2015), EuroSys 2015, April 2015.
[pdf]
-
Modelling User Affect and Sentiment in Intelligent User Interfaces
B. Schuller. In Proceedings of the 20th ACM International Conference on Intelligent User Interfaces, IUI 2015, (Atlanta, GA), March 2015.
[pdf]
[bibtex]
@InProceedings{Schuller15-MUA,
Title = {{Modelling User Affect and Sentiment in Intelligent User Interfaces: a Tutorial Overview}},
Author = {Bj\"orn Schuller},
Booktitle = {{Proc.\ 20th ACM International Conference on Intelligent User Interfaces, IUI 2015}},
Year = {2015},
Address = {Atlanta, GA},
Month = {March},
Organization = {ACM},
Pages = {443--446},
Publisher = {ACM}
}
-
AVEC 2015 – The 5th International Audio/Visual Emotion Challenge and Workshop
F. Ringeval, B. Schuller, M. Valstar, R. Cowie, and M. Pantic
ACM Proceedings Multimedia 2015 (ACM MM'15)
