Functional Analysis of F0 Contours for Recognition of Paralinguistics from Speech - Dmytro Prylipko

Yandex School of Data Analysis Conference Machine Learning: Prospects and Applications For more than a decade, the analysis of human-computer interaction has been extended towards observations of additional information beyond the pure content of communication: affective states, a user’s disposition towards a system, prosody, etc. The prevalent approach to affective states recognition from speech consists in using prosodic (e.g. related to pitch, duration, intensit