LSTM Based Cross-corpus and Cross-task Acoustic Emotion Recognition. - Heysem Kaya; Dmitrii Fedotov; Ali Yesilkanat; Oxana Verkholyak; Yang Zhang; Alexey Karpov 001 (INTERSPEECH, 2018)

Hierarchical Two-level Modelling of Emotional States in Spoken Dialog Systems. - Oxana Verkholyak; Dmitrii Fedotov; Heysem Kaya; Yang Zhang; Alexey Karpov 001 (ICASSP, 2019)

Automatic Recognition of Speaker Age and Gender Based on Deep Neural Networks. - Maxim Markitantov; Oxana Verkholyak (SPECOM, 2019)

Combining Clustering and Functionals based Acoustic Feature Representations for Classification of Baby Sounds. - Heysem Kaya; Oxana Verkholyak; Maxim Markitantov; Alexey Karpov 001 (ICMI Companion, 2020)

Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition. - Gizem Sogancioglu; Oxana Verkholyak; Heysem Kaya; Dmitrii Fedotov; Tobias Cadèe; Albert Ali Salah; Alexey Karpov 001 (INTERSPEECH, 2020)

Emotion Recognition and Sentiment Analysis of Extemporaneous Speech Transcriptions in Russian. - Anastasia Dvoynikova; Oxana Verkholyak; Alexey Karpov 001 (SPECOM, 2020)

Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition. - Elena Ryumina; Oxana Verkholyak; Alexey Karpov 001 (Interspeech, 2021)

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)

A Bimodal Approach for Speech Emotion Recognition using Audio and Text. - Oxana Verkholyak; Anastasia Dvoynikova; Alexey Karpov 001 (J. Internet Serv. Inf. Secur., 2021)

Automatic Recognition of Speaker's Emotional States Based on Audio and Text - Oxana Verkholyak (2022)