Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition

Autor: Soğancıoğlu, Gizem, Verkholyak, Oxana, Kaya, Heysem, Fedotov, Dmitrii, Cadèe, Tobias, Salah, Albert Ali, Karpov, Alexey

Acoustic and linguistic analysis for elderly emotion recognition is an under-studied and challenging research direction, but essential for the creation of digital assistants for the elderly, as well as unobtrusive telemonitoring of elderly in their r

Externí odkaz: http://arxiv.org/abs/2009.03432

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

Autor: Kaya, H., Verkholyak, Oxana, Markitantov, Maxim, Karpov, Alexey, Sub Social and Affective Computing, Social and Affective Computing

Publikováno v: ICMI 2020 Workshop on Bridging Social Sciences and AI for Understanding Child Behavior, 509
STARTPAGE=509;TITLE=ICMI 2020 Workshop on Bridging Social Sciences and AI for Understanding Child Behavior
ICMI Companion

This paper investigates different fusion strategies as well as provides insights on their effectiveness alongside standalone classifiers in the framework of paralinguistic analysis of infant vocalizations. The combinations of such systems as Support

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a01d404cb58a5d2cc0f626404e014fbc
https://dspace.library.uu.nl/handle/1874/415585

Modeling Short-Term and Long-Term Dependencies of the Speech Signal for Paralinguistic Emotion Classification

Autor: Verkholyak, Oxana, Kaya, Heysem, Karpov, Alexey, Sub Social and Affective Computing, Social and Affective Computing

Publikováno v: SPIIRAS Proceedings, 18(1), 30. St. Petersburg Institute for Informatics and Automation of the Russian academy of sciences
Труды СПИИРАН, Vol 18, Iss 1, Pp 30-56 (2019)

Recently, Speech Emotion Recognition (SER) has become an important research topic of affective computing. It is a difficult problem, where some of the greatest challenges lie in the feature selection and representation tasks. A good feature represent

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5e4200bc999ea19046f1807790a992cb
https://dspace.library.uu.nl/handle/1874/388356