Automatic statistical analysis of the signal and prosodic signs of emotion in speech

R. Cowie,E. Douglas-Cowie

Published 1996 in Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96

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.

PUBLICATION RECORD

  • Publication year

    1996

  • Venue

    Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96

  • Publication date

    1996-10-03

  • Fields of study

    Linguistics, Computer Science

  • Identifiers
  • External record

    Open on Semantic Scholar

  • Source metadata

    Semantic Scholar

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