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Production and Convergence of Multiscale Clustering in Speech
- Source :
- Ecological Psychology. 27:222-235
- Publication Year :
- 2015
- Publisher :
- Informa UK Limited, 2015.
-
Abstract
- Language entails the scaling of variability across levels of measurement—small linguistic variations occur at the millisecond level, larger variations occur at the next level, and even larger variations occur over longer timescales. For acoustic onsets in speech signals, small temporal variations occur at the phonetic level, larger variations occur at the phrasal level, and even larger variations occur at the conversational level. Scaling across levels of measurement can be quantified in terms of power law distributions. In this article we review recent investigations into power law clustering of acoustic speech onsets. Studies demonstrate that the multiscale clustering in onsets reflects communicative aspects of speech in adult conversations as well as infant vocalizations. We also review evidence that multiscale clustering in the vocalizations of individuals converges during vocal interactions. We relate multiscale convergence to the notion of complexity matching, that is, the hypothesis that maximal in...
- Subjects :
- Matching (statistics)
General Computer Science
Social Psychology
Computer science
Speech recognition
Computer Science::Computation and Language (Computational Linguistics and Natural Language and Speech Processing)
Experimental and Cognitive Psychology
Power law
Level of measurement
Computer Science::Sound
Convergence (routing)
otorhinolaryngologic diseases
Production (computer science)
Cluster analysis
Scaling
Ecology, Evolution, Behavior and Systematics
Subjects
Details
- ISSN :
- 15326969 and 10407413
- Volume :
- 27
- Database :
- OpenAIRE
- Journal :
- Ecological Psychology
- Accession number :
- edsair.doi...........eda08c345242ea97d8a4c909e490afcd
- Full Text :
- https://doi.org/10.1080/10407413.2015.1068653