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
Link To Document