Comparing categorical and dimensional ratings of emotional speech

Published on Jul 02, 20151344 Views

3rd International Workshop on Emotion Representation, Analysis and Synthesis in Continuous Time and Space (EmoSPACE) 2015

Comparing categorical and dimensional ratings of emotional speech00:00

Some Background - 100:01

Some Background - 200:13

Two basic approaches to labeling emotional speech01:00

Theoretical studies03:39

Scherer (2005)03:56

Gunes & Pantic 2010 quoting Russell04:53

Empirical studies - 105:27

Fontaine et al., 200705:31

Empirical studies - 206:14

Schlosberg 195206:36

Busso & Narayanan, 200807:04

To summarize08:47

The present study09:22

Speech stimuli09:25

Judges10:44

Experiment was administered via the following GUI10:51

Ratings were transferred to numbers11:35

Stages in analysis of results11:44

Categorical “sleight of hand”12:19

Results - analyzed per stimulus13:39

All stimuli13:58

All vs Hebrew acted only15:08

Hebrew – acted vs. naturalistic15:35

All vs German15:57

Average rating vs. intensity of emotion16:15

Our results compared to Busso & Narayanan17:27

Our results compared to Mower-Provost et al.17:46

Discussion18:01

Outlook18:41

Thank you!19:10