| 2021 | Interspeech | Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition. | Elena Ryumina, Oxana Verkholyak, Alexey Karpov |
| 2021 | Interspeech | 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 |
| 2020 | ICMI | Combining Clustering and Functionals based Acoustic Feature Representations for Classification of Baby Sounds. | Heysem Kaya, Oxana Verkholyak, Maxim Markitantov, Alexey Karpov |
| 2020 | Interspeech | Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition. | Gizem Sogancioglu, Oxana Verkholyak, Heysem Kaya, Dmitrii Fedotov, Tobias Cade, Albert Ali Salah, Alexey Karpov |
| 2019 | ICASSP | Hierarchical Two-level Modelling of Emotional States in Spoken Dialog Systems. | Oxana Verkholyak, Dmitrii Fedotov, Heysem Kaya, Yang Zhang, Alexey Karpov |
| 2018 | Interspeech | LSTM Based Cross-corpus and Cross-task Acoustic Emotion Recognition. | Heysem Kaya, Dmitrii Fedotov, Ali Yesilkanat, Oxana Verkholyak, Yang Zhang, Alexey Karpov |