Title :
Automatic statistical analysis of the signal and prosodic signs of emotion in speech
Author :
Cowie, Roddy ; Douglas-Cowie, Ellen
Author_Institution :
Sch. of Psychol., Queen´´s Univ., Belfast, UK
Abstract :
The authors highlight two broader domains surrounding specific attributions of emotion and the specific features of speech that underlie them, and argue for caution over compartmentalising these, broader domains. It seems to be a general rule that variations in what we call the augmented prosodic domain (APD) are emotive-perhaps because they signal departure from a reference point corresponding to a well-controlled, neutral state. The studies show that various departures from that reference point are reflected in the APD, including central and sensory impairments (schizophrenia and deafness) as well as emotion. Intuitively it seems right to acknowledge that departures from well-controlled neutrality are highly confusable, and it is unclear that phonetics should to try draw those distinctions more sharply than listeners tend to. A system called ASSESS automatically measures properties in the APD, opening the way to explore it in an empirical spirit
Keywords :
human factors; neurophysiology; psychology; speech; speech processing; statistical analysis; ASSESS system; augmented prosodic domain; automatic statistical signal analysis; central impairments; phonetics; prosodic signs; sensory impairments; speech; Deafness; Psychology; Robustness; Signal generators; Speech analysis; Statistical analysis; Statistics; Stress;
Conference_Titel :
Spoken Language, 1996. ICSLP 96. Proceedings., Fourth International Conference on
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-3555-4
DOI :
10.1109/ICSLP.1996.608027