Publication:
Mapping Speech Intonations to the VAD Model of Emotions

Дата
2022
Авторы
Dolidze, A.
Morozevich, M.
Pak, N.
Journal Title
Journal ISSN
Volume Title
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Научные группы
Организационные подразделения
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Организационная единица
Институт интеллектуальных кибернетических систем
Цель ИИКС и стратегия развития - это подготовка кадров, способных противостоять современным угрозам и вызовам, обладающих знаниями и компетенциями в области кибернетики, информационной и финансовой безопасности для решения задач разработки базового программного обеспечения, повышения защищенности критически важных информационных систем и противодействия отмыванию денег, полученных преступным путем, и финансированию терроризма.
Выпуск журнала
Аннотация
© 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.Human speech carries information not only in its semantics but also in intonation, that delivers a vast amount of knowledge that is usually ignored in modern text-to-speech (TTS) technologies. Development of methods to define and further to compute dependencies between speech and emotions is considered a promising field of research. After looking into the role of intonation in the Russian language an experiment has been suggested to create a mapping between intonational configurations of spoken Russian language and sentiments. The impact of emotions on individuals is tangible on many levels, that is the reason why they are a key part of modelling affective states. As understanding sentiments is as important as expressing them, ways to define them vary from discrete sets to multidimensional spaces. Therefore the suggested mapping is expected to be used further in the task of synthesising more natural and emotion-saturated speech.
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Цитирование
Dolidze, A. Mapping Speech Intonations to the VAD Model of Emotions / Dolidze, A., Morozevich, M., Pak, N. // Studies in Computational Intelligence. - 2022. - 1032 SCI. - P. 89-95. - 10.1007/978-3-030-96993-6_8
URI
https://www.doi.org/10.1007/978-3-030-96993-6_8
 https://www.scopus.com/record/display.uri?eid=2-s2.0-85127713062&origin=resultslist
 http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=Alerting&SrcApp=Alerting&DestApp=WOS_CPL&DestLinkType=FullRecord&UT=WOS:000833484200008
 https://openrepository.mephi.ru/handle/123456789/28932
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