Heysem Kaya
10 papers · 2016–2025 · 1 venue · across top CS/AI venues
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Venues
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Research topics
Machine Learning
(8)
Core Methods
(8)
Artificial Intelligence
(5)
Core AI
(3)
Learning Types
(3)
Application Areas
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Speech & Audio
(1)
Analysis Β· Speech & Audio
(1)
Analysis Β· Computer Vision
(1)
Optimization & Theory
(1)
Social
(1)
Keywords
transfer learning
(3)
computational paralinguistics
(3)
emotion recognition
(2)
multimodal learning
(2)
acoustic feature
(2)
speech emotion recognition
(2)
acoustic modeling
(1)
speech analysis
(1)
ensemble learning
(1)
hierarchical framework
(1)
acoustic feature extraction
(1)
fisher vector encoding
(1)
kernel classifier
(1)
convolutional neural network
(1)
affective state
(1)
audio classification
(1)
partial least square
(1)
wildlife monitoring
(1)
species classification
(1)
end-to-end learning
(1)
Papers
Multi-Modal Multi-Task Affective States Recognition Based on Label Encoder Fusion
Interspeech 2025
Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech
Interspeech 2023
Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework
Interspeech 2022
Introducing a Central African Primate Vocalisation Dataset for Automated Species Classification
Interspeech 2021
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates
Interspeech 2021
Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges
Interspeech 2020
Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition
Interspeech 2020
LSTM Based Cross-corpus and Cross-task Acoustic Emotion Recognition
Interspeech 2018
Introducing Weighted Kernel Classifiers for Handling Imbalanced Paralinguistic Corpora: Snoring, Addressee and Cold
Interspeech 2017
Fusing Acoustic Feature Representations for Computational Paralinguistics Tasks
Interspeech 2016