Alexey Karpov
11 papers · 2018–2025 · 1 venue · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 🏃 Academic Marathon · Sprint 🧬 Topic Evolution 🗃️ Keyword Collector (56)
🔥
Unstoppable · Bronze
❓
The Questioner
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Core Methods
(8)
Artificial Intelligence
(7)
Core AI
(5)
Learning Types
(5)
Computer Vision
(3)
Speech & Audio
(3)
Analysis · Speech & Audio
(2)
Analysis · Computer Vision
(2)
Learning Paradigms
(2)
Recognition
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Application Areas
(1)
Architectures
(1)
Keywords
multimodal learning
(5)
emotion recognition
(3)
speech emotion recognition
(2)
ensemble learning
(2)
transfer learning
(2)
speaker recognition
(2)
acoustic modeling
(1)
speaker verification
(1)
speech recognition
(1)
speech analysis
(1)
automatic speech recognition
(1)
weakly supervised learning
(1)
acoustic feature extraction
(1)
speech classification
(1)
siamese neural network
(1)
hierarchical framework
(1)
face recognition
(1)
convolutional neural network
(1)
end-to-end learning
(1)
feature extraction
(1)
Papers
Multi-Modal Multi-Task Affective States Recognition Based on Label Encoder Fusion
Interspeech 2025
OCEAN-AI: open multimodal framework for personality traits assessment and HR-processes automatization
Interspeech 2024
Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech
Interspeech 2023
Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task
Interspeech 2022
Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework
Interspeech 2022
DAVIS: Driver’s Audio-Visual Speech recognition
Interspeech 2022
Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition
Interspeech 2021
Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech
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