Comparative Analysis of Classification Methods for Automatic Deception Detection in Speech. - Alena Velichko; Viktor Budkov; Ildar Kagirov; Alexey A. Karpov (SPECOM, 2018)

Applying Ensemble Learning Techniques and Neural Networks to Deceptive and Truthful Information Detection Task in the Flow of Speech. - Alena Velichko; Viktor Budkov; Ildar Kagirov; Alexey Karpov 001 (IDC, 2019)

Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech. - Oxana Verkholyak; Denis Dresvyanskiy; Anastasia Dvoynikova; Denis Kotov; Elena Ryumina; Alena Velichko; Danila Mamontov; Wolfgang Minker; Alexey Karpov 001 (Interspeech, 2021)

Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework. - Alena Velichko; Maxim Markitantov; Heysem Kaya; Alexey Karpov 001 (INTERSPEECH, 2022)