Title :
What prosody tells infants to believe
Author :
Kim, Elizabeth S. ; Gold, Kevin ; Scassellati, Brian
Author_Institution :
Dept. of Comput. Sci., Yale Univ., New Haven, CT
Abstract :
We examined whether evidence for prosodic signals about shared belief can be quantitatively found within the acoustic signal of infant-directed speech. Two transcripts of infant-directed speech for infants aged 1;4 and 1;6 were labeled with distinct speaker intents to modify shared beliefs, based on Pierrehumbert and Hirschbergpsilas theory of the meaning of prosody [1]. Acoustic predictions were made from intent labels first within a simple single-tone model that reflected only whether the speaker intended to add a wordpsilas information to the discourse (high tone, H*) or not (low tone, L*). We also predicted pitch within a more complicated five-category model that added intents to suggest a word as one of several possible alternatives (L*+H), a contrasting alternative (L+H*), or something about which the listener should make an inference (H*+L). The acoustic signal was then manually segmented and automatically classified based solely on whether the pitches at the beginning, end, and peak intensity points of stressed syllables in salient words, were closer to the utterancepsilas pitch minimum or maximum on a log scale. Evidence supporting our intent-based pitch predictions was found for L*, H*, and L*+H accents, but not for L+H* or H*+L. No evidence was found to support the hypothesis that infant-directed speech simplifies two-tone into single-tone pitch accents.
Keywords :
biocommunications; speech processing; speech synthesis; Pierrehumbert and Hirschbergpsilas theory; acoustic signal; infant-directed speech; infants; intent labels; intent-based pitch prediction; prosodic signals; prosody; shared belief; single-tone model; single-tone pitch accents; Acoustic signal detection; Aging; Computer science; Databases; Gold; Loudspeakers; Pediatrics; Predictive models; Robots; Speech analysis;
Conference_Titel :
Development and Learning, 2008. ICDL 2008. 7th IEEE International Conference on
Conference_Location :
Monterey, CA
Print_ISBN :
978-1-4244-2661-4
Electronic_ISBN :
978-1-4244-2662-1
DOI :
10.1109/DEVLRN.2008.4640842