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The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates

Feb 24, 2021
Björn W. Schuller, Anton Batliner, Christian Bergler, Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Maurice Gerczuk, Panagiotis Tzirakis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Leon J. M. Rothkrantz, Joeri Zwerts, Jelle Treep, Casper Kaandorp

* 5 pages 

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Introducing a Central African Primate Vocalisation Dataset for Automated Species Classification

Jan 25, 2021
Joeri A. Zwerts, Jelle Treep, Casper S. Kaandorp, Floor Meewis, Amparo C. Koot, Heysem Kaya

* 5 pages, 3 figures, 2 tables 

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An Audio-Video Deep and Transfer Learning Framework for Multimodal Emotion Recognition in the wild

Oct 20, 2020
Denis Dresvyanskiy, Elena Ryumina, Heysem Kaya, Maxim Markitantov, Alexey Karpov, Wolfgang Minker

* Results on test dataset were added 

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Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition

Sep 07, 2020
Gizem Soğancıoğlu, Oxana Verkholyak, Heysem Kaya, Dmitrii Fedotov, Tobias Cadèe, Albert Ali Salah, Alexey Karpov

* 5 pages, 1 figure, Interspeech 2020 

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Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos

Oct 15, 2018
Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Gucluturk, Umut Guclu, Xavier Baro, Isabelle Guyon, Julio Jacques Junior, Meysam Madadi, Stephane Ayache, Evelyne Viegas, Furkan Gurpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier

* Preprint submitted to IJCV 

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Adaptive Mixtures of Factor Analyzers

Oct 22, 2015
Heysem Kaya, Albert Ali Salah

* Pre-print has 30 pages including the appendix and references. A MATLAB tool of the proposed method is available (see the conclusions section) 

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