Oxana Verkholyak

According to our database, Oxana Verkholyak authored at least 10 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Automatic Recognition of Speaker's Emotional States Based on Audio and Text

Oxana Verkholyak

PhD thesis, 2022

2021

A Bimodal Approach for Speech Emotion Recognition using Audio and Text.

Oxana Verkholyak, Anastasia Dvoynikova, Alexey Karpov

J. Internet Serv. Inf. Secur., 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

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

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

Elena Ryumina, Oxana Verkholyak, Alexey Karpov

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

Emotion Recognition and Sentiment Analysis of Extemporaneous Speech Transcriptions in Russian.

Anastasia Dvoynikova, Oxana Verkholyak, Alexey Karpov

Proceedings of the Speech and Computer - 22nd International Conference, 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

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

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

Heysem Kaya, Oxana Verkholyak, Maxim Markitantov, Alexey Karpov

Proceedings of the Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020

2019

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

Maxim Markitantov, Oxana Verkholyak

Proceedings of the Speech and Computer - 21st International Conference, 2019

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

Oxana Verkholyak, Dmitrii Fedotov, Heysem Kaya, Yang Zhang, Alexey Karpov

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

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

Heysem Kaya, Dmitrii Fedotov, Ali Yesilkanat, Oxana Verkholyak, Yang Zhang, Alexey Karpov

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018