Maxim Markitantov

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Emotion Recognition

Transfer Learning

Feature Representation

Top Venues

Publications

Denis Dresvyanskiy, Maxim Markitantov, Jiawei Yu, Peitong Li, Heysem Kaya, Alexey Karpov
SUN Team's Contribution to ABAW 2024 Competition: Audio-visual Valence-Arousal Estimation and Expression Recognition. CoRR (2024)
Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov
Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision. CoRR (2024)
Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Alexey Karpov
Gated Siamese Fusion Network based on multimodal deep and hand-crafted features for personality traits assessment. Pattern Recognit. Lett. 185 (2024)
Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Alexey Karpov
OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment. Expert Syst. Appl. 239 (2024)
Elena Ryumina, Dmitry Ryumin, Maxim Markitantov, Heysem Kaya, Alexey Karpov
Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech. INTERSPEECH (2023)
Alena Velichko, Maxim Markitantov, Heysem Kaya, Alexey Karpov
Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework. INTERSPEECH (2022)
Maxim Markitantov, Elena Ryumina, Dmitry Ryumin, Alexey Karpov
Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task. INTERSPEECH (2022)
Denis Dresvyanskiy, Elena Ryumina, Heysem Kaya, Maxim Markitantov, Alexey Karpov, Wolfgang Minker
End-to-End Modeling and Transfer Learning for Audiovisual Emotion Recognition in-the-Wild. Multimodal Technol. Interact. 6 (2) (2022)
Denis Dresvyanskiy, Elena Ryumina, Heysem Kaya, Maxim Markitantov, Alexey A. Karpov, Wolfgang Minker
An Audio-Video Deep and Transfer Learning Framework for Multimodal Emotion Recognition in the wild. CoRR (2020)
Maxim Markitantov, Denis Dresvyanskiy, Danila Mamontov, Heysem Kaya, Wolfgang Minker, Alexey Karpov
Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges. INTERSPEECH (2020)
Heysem Kaya, Oxana Verkholyak, Maxim Markitantov, Alexey Karpov
Combining Clustering and Functionals based Acoustic Feature Representations for Classification of Baby Sounds. ICMI Companion (2020)
Maxim Markitantov
Transfer Learning in Speaker's Age and Gender Recognition. SPECOM (2020)
Heysem Kaya, Dmitrii Fedotov, Denis Dresvyanskiy, Metehan Doyran, Danila Mamontov, Maxim Markitantov, Alkim Almila Akdag Salah, Evrim Kavcar, Alexey Karpov, Albert Ali Salah
Predicting Depression and Emotions in the Cross-roads of Cultures, Para-linguistics, and Non-linguistics. AVEC@MM (2019)
Maxim Markitantov, Oxana Verkholyak
Automatic Recognition of Speaker Age and Gender Based on Deep Neural Networks. SPECOM (2019)