• DocumentCode
    2527369
  • Title

    Joint Analysis of the Emotional Fingerprint in the Face and Speech: A single subject study

  • Author

    Busso, Carlos ; Narayanan, Shrikanth S.

  • Author_Institution
    Southern California Univ., Los Angeles
  • fYear
    2007
  • fDate
    1-3 Oct. 2007
  • Firstpage
    43
  • Lastpage
    47
  • Abstract
    In daily human interaction, speech and gestures are used to express an intended message, enriched with verbal and non-verbal information. Although many communicative goals are simultaneously encoded using the same modalities such as the face or the voice, listeners are generally good at decoding each aspect of the message. This encoding process includes an underlying interplay between communicative goals and channels, which is yet not well understood. In this direction, this paper explores the interplay between linguistic and affective goals in speech and facial expression. We hypothesize that when one modality is constrained by the articulatory speech process, other channels with more degrees of freedom are used to convey the emotions. The results presented here support this hypothesis, since it is observed that facial expression and prosodic speech tend to have a stronger emotional modulation when the vocal tract is physically constrained by the articulation to convey other linguistic communicative goals.
  • Keywords
    emotion recognition; face recognition; linguistics; speech recognition; articulatory speech process; emotional fingerprint; emotional modulation; facial expression; human interaction; joint analysis; linguistic communicative goals; speech expression; Audio databases; Decoding; Face; Fingerprint recognition; Hidden Markov models; Humans; Information analysis; Speech analysis; Speech processing; Viterbi algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Signal Processing, 2007. MMSP 2007. IEEE 9th Workshop on
  • Conference_Location
    Crete
  • Print_ISBN
    978-1-4244-1274-7
  • Type

    conf

  • DOI
    10.1109/MMSP.2007.4412814
  • Filename
    4412814