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Alena Velichko
Publication Activity (10 Years)
Years Active: 2018-2022
Publications (10 Years): 4
Top Topics
Ensemble Learning
Comparative Analysis
Neural Network
Generalization Ability
Top Venues
INTERSPEECH
SPECOM
Interspeech
IDC
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Publications
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Alena Velichko
,
Maxim Markitantov
,
Heysem Kaya
,
Alexey Karpov
Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework.
INTERSPEECH
(2022)
Oxana Verkholyak
,
Denis Dresvyanskiy
,
Anastasia Dvoynikova
,
Denis Kotov
,
Elena Ryumina
,
Alena Velichko
,
Danila Mamontov
,
Wolfgang Minker
,
Alexey Karpov
Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech.
Interspeech
(2021)
Alena Velichko
,
Viktor Budkov
,
Ildar Kagirov
,
Alexey Karpov
Applying Ensemble Learning Techniques and Neural Networks to Deceptive and Truthful Information Detection Task in the Flow of Speech.
IDC
(2019)
Alena Velichko
,
Viktor Budkov
,
Ildar Kagirov
,
Alexey A. Karpov
Comparative Analysis of Classification Methods for Automatic Deception Detection in Speech.
SPECOM
(2018)