Oxana Verkholyak

Combining Clustering and Functionals based Acoustic Feature Representations for Classification of Baby Sounds

Alexey Karpov, Maxim Markitantov, Heysem Kaya, 2020, ICMI Companion.

Hierarchical Two-level Modelling of Emotional States in Spoken Dialog Systems

Yang Zhang, Alexey Karpov, Heysem Kaya, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Combined Feature Representation for Emotion Classification from Russian Speech

Alexey Karpov, Oxana Verkholyak, 2017 .

LSTM Based Cross-corpus and Cross-task Acoustic Emotion Recognition

Yang Zhang, Alexey Karpov, Heysem Kaya, 2018, INTERSPEECH.

Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition

Albert Ali Salah, Alexey Karpov, Heysem Kaya, 2020, INTERSPEECH.

Emotion Recognition and Sentiment Analysis of Extemporaneous Speech Transcriptions in Russian

Alexey Karpov, Oxana Verkholyak, Anastasia Dvoynikova, 2020, SPECOM.

Modeling Short-Term and Long-Term Dependencies of the Speech Signal for Paralinguistic Emotion Classification

Alexey Karpov, Heysem Kaya, Oxana Verkholyak, 2019 .

Automatic Recognition of Speaker Age and Gender Based on Deep Neural Networks

Maxim Markitantov, Oxana Verkholyak, M. Markitantov, 2019, SPECOM.

Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition

Alexey Karpov, Oxana Verkholyak, Elena Ryumina, 2021, Interspeech.

Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech

Wolfgang Minker, Alexey Karpov, Denis Dresvyanskiy, 2021, Interspeech 2021.

A Bimodal Approach for Speech Emotion Recognition using Audio and Text

Alexey Karpov, Oxana Verkholyak, Anastasia Dvoynikova, 2021, J. Internet Serv. Inf. Secur..