Modeling Sensory Preference in Speech Motor Planning: A Bayesian Modeling Framework
نویسندگان
چکیده
منابع مشابه
A Bayesian Framework for Modeling Price Preference in Product Search
Product search is an emerging search application where optimization of search results relies critically on an accurate model of a user’s price preference. In this paper, we propose a Bayesian framework for modeling a user’s price preference with a particular focus on developing a smart price filter model for inferring a user’s price preference based on the user’s selection of price filters and ...
متن کاملModeling Motor Planning in Speech Production Using the Neural Engineering Framework
Background: Currently, there exists no comprehensive and biologically inspired model of speech production that utilizes spiking neuron. Goal: We introduce a speech production model based on a spiking neuron approach called the Neural Engineering Framework (NEF). Using the NEF to model temporal behavior at the neural level in a biologically plausible way, we present a model of the temporal coord...
متن کاملProteochemometric modeling in a Bayesian framework
Proteochemometrics (PCM) is an approach for bioactivity predictive modeling which models the relationship between protein and chemical information. Gaussian Processes (GP), based on Bayesian inference, provide the most objective estimation of the uncertainty of the predictions, thus permitting the evaluation of the applicability domain (AD) of the model. Furthermore, the experimental error on b...
متن کاملImproved Bayesian Training for Context-Dependent Modeling in Continuous Persian Speech Recognition
Context-dependent modeling is a widely used technique for better phone modeling in continuous speech recognition. While different types of context-dependent models have been used, triphones have been known as the most effective ones. In this paper, a Maximum a Posteriori (MAP) estimation approach has been used to estimate the parameters of the untied triphone model set used in data-driven clust...
متن کاملWhat drives the perceptual change resulting from speech motor adaptation? Evaluation of hypotheses in a Bayesian modeling framework
Shifts in perceptual boundaries resulting from speech motor learning induced by perturbations of the auditory feedback were taken as evidence for the involvement of motor functions in auditory speech perception. Beyond this general statement, the precise mechanisms underlying this involvement are not yet fully understood. In this paper we propose a quantitative evaluation of some hypotheses con...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Frontiers in Psychology
سال: 2019
ISSN: 1664-1078
DOI: 10.3389/fpsyg.2019.02339