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Panagiotis Tzirakis
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End-to-end multimodal emotion recognition using deep neural networks
P Tzirakis, G Trigeorgis, MA Nicolaou, BW Schuller, S Zafeiriou
IEEE Journal of selected topics in signal processing 11 (8), 1301-1309, 2017
6532017
Deep affect prediction in-the-wild: Aff-wild database and challenge, deep architectures, and beyond
D Kollias, P Tzirakis, MA Nicolaou, A Papaioannou, G Zhao, B Schuller, ...
International Journal of Computer Vision 127 (6), 907-929, 2019
3932019
End-to-end speech emotion recognition using deep neural networks
P Tzirakis, J Zhang, BW Schuller
2018 IEEE international conference on acoustics, speech and signal …, 2018
2732018
The interspeech 2017 computational paralinguistics challenge: Addressee, cold & snoring
B Schuller, S Steidl, A Batliner, E Bergelson, J Krajewski, C Janott, ...
Computational Paralinguistics Challenge (ComParE), Interspeech 2017, 3442-3446, 2017
1822017
The interspeech 2018 computational paralinguistics challenge: Atypical & self-assessed affect, crying & heart beats
BW Schuller, S Steidl, A Batliner, PB Marschik, H Baumeister, F Dong, ...
19th Annual Conference of the International Speech Communication …, 2018
1432018
The INTERSPEECH 2021 computational paralinguistics challenge: COVID-19 cough, COVID-19 speech, escalation & primates
BW Schuller, A Batliner, C Bergler, C Mascolo, J Han, I Lefter, H Kaya, ...
arXiv preprint arXiv:2102.13468, 2021
1252021
End-2-end covid-19 detection from breath & cough audio
H Coppock, A Gaskell, P Tzirakis, A Baird, L Jones, BW Schuller
arXiv preprint arXiv:2102.08359, 2021
1122021
End-to-end multimodal affect recognition in real-world environments
P Tzirakis, J Chen, S Zafeiriou, B Schuller
Information Fusion 68, 46-53, 2021
752021
Abaw: Valence-arousal estimation, expression recognition, action unit detection & emotional reaction intensity estimation challenges
D Kollias, P Tzirakis, A Baird, A Cowen, S Zafeiriou
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
632023
MuSe 2020 Challenge and Workshop: Multimodal Sentiment Analysis, Emotion-target Engagement and Trustworthiness Detection in Real-life Media: Emotional Car Reviews in-the-wild
E Stappen, L., Baird, A., Rizos, G., Tzirakis, P., Du, X., Hafner, F ...
1st International Multimodal Sentiment Analysis in Real-life Media Challenge …, 2020
61*2020
Poisson CNN: Convolutional neural networks for the solution of the Poisson equation on a Cartesian mesh
AG Özbay, A Hamzehloo, S Laizet, P Tzirakis, G Rizos, B Schuller
Data-Centric Engineering 2, e6, 2021
53*2021
End2You--The Imperial Toolkit for Multimodal Profiling by End-to-End Learning
P Tzirakis, S Zafeiriou, BW Schuller
arXiv preprint arXiv:1802.01115, 2018
522018
The muse 2022 multimodal sentiment analysis challenge: humor, emotional reactions, and stress
L Christ, S Amiriparian, A Baird, P Tzirakis, A Kathan, N Müller, L Stappen, ...
Proceedings of the 3rd International on Multimodal Sentiment Analysis …, 2022
492022
Multi-channel speech enhancement using graph neural networks
P Tzirakis, A Kumar, J Donley
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
372021
T3C: improving a decision tree classification algorithm’s interval splits on continuous attributes
P Tzirakis, C Tjortjis
Advances in Data Analysis and Classification 11 (2), 353-370, 2017
362017
Evaluating data mining algorithms using molecular dynamics trajectories
VA Tatsis, C Tjortjis, P Tzirakis
International journal of data mining and bioinformatics 8 (2), 169-187, 2013
252013
The muse 2023 multimodal sentiment analysis challenge: Mimicked emotions, cross-cultural humour, and personalisation
L Christ, S Amiriparian, A Baird, A Kathan, N Müller, S Klug, C Gagne, ...
Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and …, 2023
222023
An overview of affective speech synthesis and conversion in the deep learning era
A Triantafyllopoulos, BW Schuller, G İymen, M Sezgin, X He, Z Yang, ...
Proceedings of the IEEE, 2023
222023
Speech emotion recognition using semantic information
P Tzirakis, A Nguyen, S Zafeiriou, BW Schuller
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
222021
Real-world automatic continuous affect recognition from audiovisual signals
P Tzirakis, S Zafeiriou, B Schuller
Multimodal behavior analysis in the wild, 387-406, 2019
222019
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