Velichko Alena Nikolaevna
Position
Senior researcher
Qualification
PhD
Publications
2025
Velichko A.N., Karpov A.A. A multimodal approach for depression detection using semi-automatic data annotation and deterministic machine learning methods // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2025. Vol. 25, No. 6. pp. 1107–1116.
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Dvoynikova A.A., Velichko A.N., Karpov A.A. ENERGI: a multimodal data corpus of interaction of participants in virtual communication // Journal of Instrument Engineering. 2025. Vol. 68, No. 12. pp. 1011–1019.
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2024
Velichko A., Karpov A. An approach for depression recognition by speech using a semi-automatic data annotation // Information and Control Systems. 2024. no. 4. pp. 2-11.
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2023
Velichko A., Karpov A. An approach and software system for integral analysis of destructive paralinguistic phenomena in colloquial speech // Information and Control Systems. 2023. vol. 4. pp. 2-11.
2022
Velichko A., Markitantov M., Kaya H., Karpov A. Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework // Proceedings of International Conference INTERSPEECH-2022. 2022. pp. 4735-4739.
Dvoynikova A., Markitantov M., Ryumina E., Uzdiaev M., Velichko A., Ryumin D., Lyakso E., Karpov A. Analysis of infoware and software for human affective states recognition // Informatics and Automation. 2022. No. 6 (21). pp. 1097-1144.
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Dvoynikova A., Markitantov M., Ryumina E., Uzdiaev M., Velichko A., Kagirov I., Kipyatkova I., Lyakso E., Karpov A. An analysis of automatic techniques for recognizing human's affective states by speech and multimodal data // Proceedings of 24th International Congress on Acoustics ICA-2022. Korea. 2022. pp. 22-33.