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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
4102017
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
2262019
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
1642018
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
1472017
The INTERSPEECH 2018 computational paralinguistics challenge: atypical and self-assessed affect, crying and heart beats
B Schuller, S Steidl, A Batliner, PB Marschik, H Baumeister, F Dong, ...
1132018
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
602021
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
45*2020
End-to-end convolutional neural network enables COVID-19 detection from breath and cough audio: a pilot study
H Coppock, A Gaskell, P Tzirakis, A Baird, L Jones, B Schuller
BMJ innovations 7 (2), 2021
432021
End2You--The Imperial Toolkit for Multimodal Profiling by End-to-End Learning
P Tzirakis, S Zafeiriou, BW Schuller
arXiv preprint arXiv:1802.01115, 2018
372018
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
302017
End-to-end multimodal affect recognition in real-world environments
P Tzirakis, J Chen, S Zafeiriou, B Schuller
Information Fusion 68, 46-53, 2021
292021
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, 2021
28*2021
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
222013
Real-world automatic continuous affect recognition from audiovisual signals
P Tzirakis, S Zafeiriou, B Schuller
Multimodal Behavior Analysis in the Wild, 387-406, 2019
132019
EAT- The ICMI 2018 Eating Analysis and Tracking Challenge
S Hantke, M Schmitt, P Tzirakis, B Schuller
Proceedings of the 20th ACM International Conference on Multimodal …, 2018
13*2018
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
112021
Synthesising 3D facial motion from" In-the-Wild" speech
P Tzirakis, A Papaioannou, A Lattas, M Tarasiou, B Schuller, S Zafeiriou
15th IEEE International Conference on Automatic Face and Gesture Recognition …, 2020
112020
Time-series clustering with jointly learning deep representations, clusters and temporal boundaries
P Tzirakis, MA Nicolaou, B Schuller, S Zafeiriou
2019 14th IEEE International Conference on Automatic Face & Gesture …, 2019
92019
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
52021
Evaluating the covid-19 identification resnet (cider) on the interspeech covid-19 from audio challenges
A Akman, H Coppock, A Gaskell, P Tzirakis, L Jones, BW Schuller
arXiv preprint arXiv:2107.14549, 2021
42021
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