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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.
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.