Much of the work on perception and understanding of music by computers has focused on low-level perceptual features such as pitch and tempo. Our work demonstrates that machine learning can be used to build e ective style classi ers for interactive performance systems. We also present an analysis explaining why these techniques work so well when hand-coded approaches have consistently failed. We...

We present a three-mode expressive-feature model for representing and recognizing performance styles of human actions. A set of style variations for an action are initially arranged into a three-mode data representation (body pose, time, style) and factored into its three-mode principal components to reduce the data dimensionality. We next embed tunable weights on trajectories within the sub-sp...

COMMUNICATION RESEARCH, Vol. 2 No. 1, January 1975 An experiment was designed to assess variations in perception of communication style by persons with differing Communication Style Measure (CSM) scores. Twenty-four dyads participated in an interpersonal encounter. Postinteraction data analysis indicates that subjects with low CSM scores do not report perceiving any appreciable difference betwe...

BACKGROUND The Embedded Figures Test (EFT, developed by Witkin and colleagues (1971)) has been used extensively in research on individual differences, particularly in the study of autism spectrum disorder. The EFT was originally conceptualized as a measure of field (in)dependence, but in recent years performance on the EFT has been interpreted as a measure of local versus global perceptual styl...

The adoption of M-learning and perceptual learning style preferences South American EFL learners in a business English course were studied empirically. A descriptive correlational research design was used this study. Data gathered from 125 students who carefully sampled among total 184 with mobile phones enrolled classes selected university. Mobile Learning Questionnaire (MLQ) Perceptual Style ...

Theories of autism have proposed that a bias towards low-level perceptual information, or a featural/surface-biased information-processing style, may compromise higher-level language processing in such individuals. Two experiments, utilizing linguistic stimuli with competing low-level/perceptual and high-level/semantic information, tested processing biases in children with autism and matched co...

The present research examined the perceptual style and coping pattern characterizing individuals with functional gastrointestinal disorders. A matched case-control design was adopted to compare differences among the target group of individuals with functional gastrointestinal disorders (n = 40), a pain control group of individuals with rheumatism (n = 40), and the community control group of hea...

This paper describes a technique of estimating style expressiveness for an arbitrary speaker’s emotional speech. In the proposed technique, the style expressiveness, representing how much the emotions and/or speaking styles affect the acoustic features, is estimated based on multiple-regression hidden semiMarkov model (MRHSMM). In the model training, we first train average voice model using mul...

The current paper reports the first results from the analysis of task-oriented dialogs using a Fujisaki model-based parameterization of F0 contours, as well as a model of the perceptual local speech rate. Two versions of map task style dialogs were examined: (1) the recordings made during the map task proper, (2) readings from scripts of the original dialogs by the same subjects. The first part...