Alexey Karpov
10 papers · 2018–2024 · 1 conference · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (22) π Academic Marathon (6) π§ Keyword Pioneer
π
Cross-Pollinator
(7)
ποΈ
Keyword Collector
(52)
π
Century Club
(10)
π₯
Unstoppable
(5)
β
The Questioner
Conferences
INTERSPEECH (10)
Top co-authors
Keywords
multimodal learning
(4)
transfer learning
(2)
speech emotion recognition
(2)
speaker recognition
(2)
emotion recognition
(2)
ensemble learning
(2)
speech classification
(1)
acoustic modeling
(1)
speaker verification
(1)
speech analysis
(1)
speech recognition
(1)
automatic speech recognition
(1)
acoustic feature extraction
(1)
hierarchical framework
(1)
siamese neural network
(1)
face recognition
(1)
convolutional neural network
(1)
end-to-end learning
(1)
russian language
(1)
weakly supervised learning
(1)
Papers
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
DAVIS: Driverβs Audio-Visual Speech recognition
INTERSPEECH 2022
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
Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech
INTERSPEECH 2021
Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition
INTERSPEECH 2021
Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition
INTERSPEECH 2020
Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges
INTERSPEECH 2020
LSTM Based Cross-corpus and Cross-task Acoustic Emotion Recognition
INTERSPEECH 2018