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2020 – today
- 2021
[j5]Panagiotis Tzirakis, Jiaxin Chen, Stefanos Zafeiriou, Björn W. Schuller:
End-to-end multimodal affect recognition in real-world environments. Inf. Fusion 68: 46-53 (2021)- [i8]Panagiotis Tzirakis, Anurag Kumar, Jacob Donley:
Multi-Channel Speech Enhancement using Graph Neural Networks. CoRR abs/2102.06934 (2021) - [i7]Harry Coppock, Alexander Gaskell, Panagiotis Tzirakis, Alice Baird, Lyn Jones, Björn W. Schuller:
End-2-End COVID-19 Detection from Breath & Cough Audio. CoRR abs/2102.08359 (2021) - 2020
- [c9]Panagiotis Tzirakis, Athanasios Papaioannou, Alexandros Lattas, Michail Tarasiou, Björn W. Schuller, Stefanos Zafeiriou:
Synthesising 3D Facial Motion from "In-the-Wild" Speech. FG 2020: 265-272 - [c8]Panagiotis Tzirakis, Alexander Shiarella, Robert Ewers, Björn W. Schuller:
Computer Audition for Continuous Rainforest Occupancy Monitoring: The Case of Bornean Gibbons' Call Detection. INTERSPEECH 2020: 1211-1215 - [c7]Panagiotis Tzirakis:
End2You: Multimodal Profiling by End-to-End Learning and Applications. MuSe @ ACM Multimedia 2020: 9 - [c6]Lukas Stappen, Alice Baird, Georgios Rizos, Panagiotis Tzirakis, Xinchen Du, Felix Hafner, Lea Schumann, Adria Mallol-Ragolta, Björn W. Schuller, Iulia Lefter, Erik Cambria, Ioannis Kompatsiaris:
MuSe 2020 Challenge and Workshop: Multimodal Sentiment Analysis, Emotion-target Engagement and Trustworthiness Detection in Real-life Media: Emotional Car Reviews in-the-wild. MuSe @ ACM Multimedia 2020: 35-44 - [i6]Lukas Stappen, Alice Baird, Georgios Rizos, Panagiotis Tzirakis, Xinchen Du, Felix Hafner, Lea Schumann, Adria Mallol-Ragolta, Björn W. Schuller, Iulia Lefter, Erik Cambria, Ioannis Kompatsiaris:
MuSe 2020 - The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop. CoRR abs/2004.14858 (2020)
2010 – 2019
- 2019
- [j4]Dimitrios Kollias
, Panagiotis Tzirakis, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Björn W. Schuller, Irene Kotsia, Stefanos Zafeiriou:
Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond. Int. J. Comput. Vis. 127(6-7): 907-929 (2019) - [c5]Panagiotis Tzirakis, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou:
Time-series Clustering with Jointly Learning Deep Representations, Clusters and Temporal Boundaries. FG 2019: 1-5 - [i5]Panagiotis Tzirakis, Athanasios Papaioannou, Alexander Lattas, Michail Tarasiou, Björn W. Schuller, Stefanos Zafeiriou:
Synthesising 3D Facial Motion from "In-the-Wild" Speech. CoRR abs/1904.07002 (2019) - [i4]Ali Girayhan Özbay, Sylvain Laizet, Panagiotis Tzirakis, Georgios Rizos, Björn W. Schuller:
Poisson CNN: Convolutional Neural Networks for the Solution of the Poisson Equation with Varying Meshes and Dirichlet Boundary Conditions. CoRR abs/1910.08613 (2019) - 2018
- [c4]Panagiotis Tzirakis, Jiehao Zhang, Björn W. Schuller:
End-to-End Speech Emotion Recognition Using Deep Neural Networks. ICASSP 2018: 5089-5093 - [c3]Simone Hantke, Maximilian Schmitt, Panagiotis Tzirakis, Björn W. Schuller:
EAT -: The ICMI 2018 Eating Analysis and Tracking Challenge. ICMI 2018: 559-563 - [c2]Björn W. Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis, Stefanos Zafeiriou:
The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats. INTERSPEECH 2018: 122-126 - [i3]Panagiotis Tzirakis, Stefanos Zafeiriou, Björn W. Schuller:
End2You - The Imperial Toolkit for Multimodal Profiling by End-to-End Learning. CoRR abs/1802.01115 (2018) - [i2]Dimitrios Kollias, Panagiotis Tzirakis, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Björn W. Schuller, Irene Kotsia, Stefanos Zafeiriou:
Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond. CoRR abs/1804.10938 (2018) - 2017
- [j3]Panagiotis Tzirakis, Christos Tjortjis:
T3C: improving a decision tree classification algorithm's interval splits on continuous attributes. Adv. Data Anal. Classif. 11(2): 353-370 (2017) - [j2]Panagiotis Tzirakis, George Trigeorgis, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou:
End-to-End Multimodal Emotion Recognition Using Deep Neural Networks. IEEE J. Sel. Top. Signal Process. 11(8): 1301-1309 (2017) - [c1]Björn W. Schuller, Stefan Steidl, Anton Batliner, Elika Bergelson, Jarek Krajewski, Christoph Janott, Andrei Amatuni, Marisa Casillas, Amanda Seidl, Melanie Soderstrom, Anne S. Warlaumont, Guillermo Hidalgo, Sebastian Schnieder, Clemens Heiser, Winfried Hohenhorst, Michael Herzog, Maximilian Schmitt, Kun Qian, Yue Zhang, George Trigeorgis, Panagiotis Tzirakis, Stefanos Zafeiriou:
The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring. INTERSPEECH 2017: 3442-3446 - [i1]Panagiotis Tzirakis, George Trigeorgis, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou:
End-to-End Multimodal Emotion Recognition using Deep Neural Networks. CoRR abs/1704.08619 (2017) - 2013
- [j1]Vasileios A. Tatsis, Christos Tjortjis, Panagiotis Tzirakis:
Evaluating data mining algorithms using molecular dynamics trajectories. Int. J. Data Min. Bioinform. 8(2): 169-187 (2013)
Coauthor Index
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