Heysem Kaya
Orcid: 0000-0001-7947-5508
According to our database1,
Heysem Kaya
authored at least 71 papers
between 2010 and 2024.
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Bibliography
2024
Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision.
CoRR, 2024
SUN Team's Contribution to ABAW 2024 Competition: Audio-visual Valence-Arousal Estimation and Expression Recognition.
CoRR, 2024
2023
Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023
Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Using Explainability for Bias Mitigation: A Case Study for Fair Recruitment Assessment.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023
4th ICMI Workshop on Bridging Social Sciences and AI for Understanding Child Behaviour.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023
The effects of gender bias in word embeddings on patient phenotyping in the mental health domain.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023
2022
IEEE Trans. Affect. Comput., 2022
IEEE Trans. Affect. Comput., 2022
End-to-End Modeling and Transfer Learning for Audiovisual Emotion Recognition in-the-Wild.
Multimodal Technol. Interact., 2022
Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting.
Expert Syst. Appl., 2022
Algorithms, 2022
Multi-level Fusion of Fisher Vector Encoded BERT and Wav2vec 2.0 Embeddings for Native Language Identification.
Proceedings of the Speech and Computer - 24th International Conference, 2022
Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the International Conference on Multimodal Interaction, 2022
Proceedings of the International Conference on Multimodal Interaction, 2022
3rd ICMI Workshop on Bridging Social Sciences and AI for Understanding Child Behaviour.
Proceedings of the International Conference on Multimodal Interaction, 2022
2021
The sound of silence: Breathing analysis for finding traces of trauma and depression in oral history archives.
Digit. Scholarsh. Humanit., 2021
J. Multimodal User Interfaces, 2021
Introducing a Central African Primate Vocalisation Dataset for Automated Species Classification.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
2nd ICMI Workshop on Bridging Social Sciences and AI for Understanding Child Behaviour.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021
Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021
2020
An Audio-Video Deep and Transfer Learning Framework for Multimodal Emotion Recognition in the wild.
CoRR, 2020
Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
The Influence of Blind Source Separation on Mixed Audio Speech and Music Emotion Recognition.
Proceedings of the Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020
Combining Clustering and Functionals based Acoustic Feature Representations for Classification of Baby Sounds.
Proceedings of the Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020
2019
Turkish J. Electr. Eng. Comput. Sci., 2019
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019
Predicting Depression and Emotions in the Cross-roads of Cultures, Para-linguistics, and Non-linguistics.
Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Neurocomputing, 2018
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos.
CoRR, 2018
Context Modeling for Cross-Corpus Dimensional Acoustic Emotion Recognition: Challenges and Mixup.
Proceedings of the Speech and Computer - 20th International Conference, 2018
AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition.
Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018
Feature Selection and Multimodal Fusion for Estimating Emotions Evoked by Movie Clips.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
2017
Video-based emotion recognition in the wild using deep transfer learning and score fusion.
Image Vis. Comput., 2017
Comput. Speech Lang., 2017
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017
Introducing Weighted Kernel Classifiers for Handling Imbalanced Paralinguistic Corpora: Snoring, Addressee and Cold.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Multi-modal Score Fusion and Decision Trees for Explainable Automatic Job Candidate Screening from Video CVs.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2016
Combining modality-specific extreme learning machines for emotion recognition in the wild.
J. Multimodal User Interfaces, 2016
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Robust Acoustic Emotion Recognition Based on Cascaded Normalization and Extreme Learning Machines.
Proceedings of the Advances in Neural Networks - ISNN 2016, 2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Multimodal fusion of audio, scene, and face features for first impression estimation.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
2015
Robust machine learning methods for computational paralinguistics and multimodal affective computing (Hesaplamasal paralinguistik ve çok-kipli duyuşsal hesaplama için gürbüz yapay öğrenme yönemleri)
PhD thesis, 2015
Random Discriminative Projection Based Feature Selection with Application to Conflict Recognition.
IEEE Signal Process. Lett., 2015
Proceedings of the Speech and Computer - 17th International Conference, 2015
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
Contrasting and Combining Least Squares Based Learners for Emotion Recognition in the Wild.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015
2014
Protocol and baseline for experiments on Bogazici University Turkish emotional speech corpus.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, 2014
Canonical correlation analysis and local fisher discriminant analysis based multi-view acoustic feature reduction for physical load prediction.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Proceedings of the 2014 Workshop on Mapping Personality Traits Challenge and Workshop, 2014
Speaker- and Corpus-Independent Methods for Affect Classification in Computational Paralinguistics.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014
CCA based feature selection with application to continuous depression recognition from acoustic speech features.
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
2012
Proceedings of the Computer and Information Sciences III, 2012
2010
Proceedings of the Artificial Intelligence and Soft Computing, 2010