Publications
2022
Ryumina E., Ivanko D. Emotional Speech Recognition Based on Lip-Reading // Lecture Notes in Computer Science, SPECOM-2022, India. 2022. Vol. 13721. pp. 616-625.
Kipyatkova I. Investigation of Transfer Learning for End-to-End Russian Speech Recognition // Lecture Notes in Computer Science, SPECOM-2022, India. 2022. Vol. 13721. pp. 349-357.
Velichko A. A speech singnal analysis methodfor automatic aggression detection in colloquial speech // Proceedings of vsu, series: systems analysis and information technologies. 2022. No. 4. pp. 180-188.
Letenkov M., Iakovlev R., Markitantov M., Ryumin D., Karpov A. Application of training data synthesis methods for recognition of partially hidden faces in images // Journal of instrument engineering. 2022. No. 65(11). pp. 842-850.
Kagirov I., Ryumin D. Russian Sign Language Database for Clinical Use: Data and Annotation Peculiarities // Vestnik NSU. Series: Linguistics and Intercultural Communication. 2022. No. 20(3). pp. 90-108.
Ivanko D., Ryumin D., Markitantov M. End-to-end Visual Speech Recognition for Human-Robot Interaction // Proceedings of IV International Scientific Conference MIP: Engineering-IV-2022: Modernization, Innovations, Progress: Advanced Technologies in Material Science, Mechanical and Automation Engineering. 2022. pp. 82-90.
Dvoynikova A. Cough recognition using spectrogram analysis // Almanac of scientific works of young scientists of ITMO University. 2022. Vol. 2. pp. 230-234.
Ryumina E.V. An analytical review of corpora for automatic assessment of human psychophysical states // Almanac of scientific works of young scientists of ITMO University. 2022. Vol. 2. pp. 363-365.
Ryumina E.V., Ivanko D. A review of multimodal corpora for studying the effect of speaker's emotional state on automatic lip-phrase recognition // Almanac of scientific works of young scientists of ITMO University. 2022. Vol. 2. pp. 366-369.
Rolinsky S., Dvoynikova A. An analytical review of methods for extracting textual transcriptions from speech utterances // Almanac of scientific works of young scientists of ITMO University. 2022. Vol. 2. pp. 336-340.
Ryumina E.V. Method of intellectual estimation of personal qualities of a human personality by visual data // Proceedings of the XI Congress of Young Scientists of ITMO University. 2022. Vol. 2. pp. 127-131.
Dvoynikova A. Recognizing speaker engagement using mel-spectrogram analysis // Proceedings of the XI Congress of Young Scientists of ITMO University. 2022. Vol. 2. pp. 38-42.
2021
Kipyatkova I., Karpov A., Kuleshov S., Zaytseva A. Methods and Models for automatic speech recognition. Educational Manual - Spb: SPC RAS. 2021. P. 116.
Kuleshov S., Zaytseva A., Aksenov A., Karpov A., Kipyatkova I., Vatamaniuk I. 3D technologies in state-of-the-art information systems: theory and practice. Educational-Methodical Manual - Spb: SPC RAS. 2021. P. 83.
Verkholyak O., Dvoynikova A., Karpov A. A Bimodal Approach for Speech Emotion Recognition using Audio and Text // Journal of Internet Services and Information Security (JISIS). Korea. 2021. Vol. 11(1). pp. 80-96.
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