Heysem Kaya

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Albert Ali SalahProf. Social and Affective Computing, Utrecht University; Adjunct Prof., Bogazici UniversityVerified email at uu.nl
Alexey Karpov (Алексей Карпов)St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (СПИИРАН)Verified email at iias.spb.su
Furkan GürpınarBogazici UniversityVerified email at boun.edu.tr
Maxim MarkitantovSt. Petersburg Institute for Informatics and Automation of the Russian Academy of SciencesVerified email at niuitmo.ru
Fikret S. GurgenBogazici University, Professor of Computer EngineeringVerified email at boun.edu.tr
Björn SchullerProfessor, Technische Universität München (TUM) / Imperial College London & CSO, audEERINGVerified email at tum.de
Hüseyin GüleçSBÜ.Erenköy Ruh ve Sinir Hastalıkları EAHVerified email at saglik.gov.tr
Elvan CiftciPsychiatryVerified email at uskudar.edu.tr
Denis DresvyanskiyUlm University, Institute of Communications Engineering, PhD studentVerified email at uni-ulm.de
Shahin AmiriparianTechnische Universität München, Universität AugsburgVerified email at tum.de
Dmitrii FedotovUlm UniversityVerified email at uni-ulm.de
Metehan DoyranPhD student in Social and Affective Computing, Utrecht UniversityVerified email at uu.nl
Assoc. Prof. Dr. Pinar TUFEKCINamık Kemal UniversityVerified email at nku.edu.tr
Hamdi DibekliogluBilkent UniversityVerified email at cs.bilkent.edu.tr
Stephane AyacheAix-Marseille UniversityVerified email at lis-lab.fr
Umut GüçlüPrincipal Investigator, Donders Institute for Brain, Cognition and BehaviourVerified email at donders.ru.nl
Sergio EscaleraProf., ICREA Academy, University of Barcelona, Computer Vision Center, ELLIS & IAPR & AAIA FellowVerified email at ub.edu
Michel ValstarProfessor in Automatic Human Behaviour Understanding, University of NottinghamVerified email at nottingham.ac.uk
Maja PanticFacebook (United States) / Imperial College LondonVerified email at imperial.ac.uk
Fabien RingevalAssociate Professor, Université Grenoble Alpes, LIG, FranceVerified email at imag.fr

Heysem Kaya

Assistant Professor of Social and Affective Computing, Utrecht University

Verified email at uu.nl - Homepage

Machine Learning Speech Processing Speech Emotion Recognition Affective Computing


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Video-based emotion recognition in the wild using deep transfer learning and score fusion H Kaya, F Gürpınar, AA Salah Image and Vision Computing 65, 66-75, 2017	272	2017
AVEC 2018 workshop and challenge: Bipolar disorder and cross-cultural affect recognition F Ringeval, B Schuller, M Valstar, R Cowie, H Kaya, M Schmitt, ... Proceedings of the 2018 on audio/visual emotion challenge and workshop, 3-13, 2018	196	2018
Local and Global Learning Methods for Predicting Power of a Combined Gas & Steam Turbine H Kaya, P Tüfekci, FS Gürgen Proceedings of the International Conference on Emerging Trends in Computer …, 2012	171	2012
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	139	2021
Modeling, recognizing, and explaining apparent personality from videos HJ Escalante, H Kaya, AA Salah, S Escalera, Y Güçlütürk, U Güçlü, ... IEEE Transactions on Affective Computing 13 (2), 894-911, 2020	134	2020
Predicting CO and NOx emissions from gas turbines: novel data and a benchmark PEMS H Kaya, P Tüfekci, E Uzun Turkish Journal of Electrical Engineering & Computer Sciences 27, 4783 – 4796, 2019	109	2019
Ensemble CCA for continuous emotion prediction H Kaya, F Çilli, AA Salah Proceedings of the 4th International Workshop on Audio/Visual Emotion …, 2014	101	2014
Kernel ELM and CNN based facial age estimation F Gurpinar, H Kaya, H Dibeklioglu, A Salah Proceedings of the IEEE conference on computer vision and pattern …, 2016	87	2016
Efficient and effective strategies for cross-corpus acoustic emotion recognition H Kaya, AA Karpov Neurocomputing 275, 1028-1034, 2018	86	2018
CCA based feature selection with application to continuous depression recognition from acoustic speech features H Kaya, F Eyben, AA Salah, B Schuller 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014	78	2014
Fisher vectors with cascaded normalization for paralinguistic analysis H Kaya, AA Karpov, AA Salah Sixteenth Annual Conference of the International Speech Communication …, 2015	77	2015
Contrasting and combining least squares based learners for emotion recognition in the wild H Kaya, F Gürpinar, S Afshar, AA Salah Proceedings of the 2015 ACM on international conference on multimodal …, 2015	76	2015
Emotion, age, and gender classification in children’s speech by humans and machines H Kaya, AA Salah, A Karpov, O Frolova, A Grigorev, E Lyakso Computer Speech & Language 46, 268-283, 2017	75	2017
Multi-modal score fusion and decision trees for explainable automatic job candidate screening from video cvs H Kaya, F Gurpinar, A Ali Salah Proceedings of the IEEE conference on computer vision and pattern …, 2017	74	2017
Combining Deep Facial and Ambient Features for First Impression Estimation F Gürpınar, H Kaya, AA Salah ECCV Workshops, 2016	66	2016
Combining modality-specific extreme learning machines for emotion recognition in the wild H Kaya, AA Salah Proceedings of the 16th international conference on multimodal interaction …, 2014	61	2014
The turkish audio-visual bipolar disorder corpus E Çiftçi, H Kaya, H Güleç, AA Salah 2018 First Asian Conference on Affective Computing and Intelligent …, 2018	59	2018
Multimodal fusion of audio, scene, and face features for first impression estimation F Gürpinar, H Kaya, AA Salah 2016 23rd International conference on pattern recognition (ICPR), 43-48, 2016	55	2016
EmoChildRu: Emotional Child Russian Speech Corpus E Lyakso, O Frolova, E Dmitrieva, A Grigorev, H Kaya, AA Salah, ... SPECOM 2015 / LNAI 9319, 134-141, 2015	54	2015
Ensembling end-to-end deep models for computational paralinguistics tasks: ComParE 2020 Mask and Breathing Sub-challenges M Markitantov, D Dresvyanskiy, D Mamontov, H Kaya, W Minker, ... INTERSPEECH 2020, 2072-2076, 2020	42	2020

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