Generalised additive mixed modelling for dynamic formant analysis

... dynamic formant analysis: generalised additive mixed modelling (Wood, 2006). The goal of this talk is not to argue that additive models provide a one-size ...

Generalised additive mixed models for dynamic analysis in linguistics

... dynamic speech analysis (e.g. formant contours, pitch tracks, diachronic change, etc.). The main goal is to explain some of the main ideas ...

Generalised additive mixed modelling for dynamic formant analysis ... ▷ (generalised) additive models: y = α + β1x1 + ... + f1(x2) + f2(x3) ...

Evaluating generalised additive mixed modelling strategies for ...

Dynamic analyses of speech focus on contours (e.g. formant, pitch or tongue contours), which are series of measurements with temporal or spatial structure. The ...

Generalised additive mixed models for dynamic analysis in linguistics

The focus of this introduction is mostly on short-term temporal variation in phonetics, and more specifically on formant trajectories (though ...

Generalised additive mixed models for dynamic analysis in linguistics

GAMMs have been fitted for use in studying acoustic properties (pitch contours and formant trajectories, e.g. Stanley, 2020; Sóskuthy et al., ...

A tutorial on Generalised Additive Mixed Effects Models for ... - OSF

In recent years quantitative analysis of linguistic data has benefited greatly from the now com- monplace use of so-called random effects (also known as ...

Evaluating generalised additive mixed modelling strategies for ...

Generalised additive mixed models (GAMMs) are increasingly popular in dynamic speech analysis, where the focus is on measurements with temporal or spatial ...

Evaluating generalised additive mixed modelling strategies ... - OSF

Evaluating generalised additive mixed modelling strategies for dynamic speech analysis ... formant, pitch or tongue contours. GAMMs provide ...

Analyzing dynamic phonetic data using generalized additive mixed ...

Highlights · Generalized additive modeling is a powerful technique to analyze dynamic patterns. · This tutorial provides an extensive overview of generalized ...

Sky Onosson

Generalised Additive Mixed Models For Dynamic Analysis In Linguistics: A ... scaling/alignment model (of three) for each vowel, which preserves formant.

Introduction to Generalised Additive Mixed Models (GAMMs) R語言 ...

A relatively new approach, GAMMs have received increased attention in recent sociophonetic studies that involve the analysis of vowel formants ( ...

Formant dynamics in second language speech: Japanese speakers ...

Second, the dynamic formant analysis used generalised additive mixed models (GAMMs) using the mgcv::bam function (Wood, 2017). The non-linear ...

Analyzing dynamic phonetic data using generalized additive mixed ...

The authors of these papers either analyzed formant ... Generalised additive mixed models for dynamic analysis in linguistics: a practical introduction.

Dialect variation in formant dynamics: The acoustics of lateral and ...

This study analyses the time-varying acoustics of laterals and their adjacent vowels in Manchester and Liverpool English. Generalized additive mixed-models ...

Generalized additive mixed models can uncover systematic patterns ...

Dialect variation in formant dynamics ... Generalised additive mixed models for dynamic analysis in linguistics: A practical introduction.

[PDF] Analyzing dynamic phonetic data using generalized additive ...

Semantic Scholar extracted view of "Analyzing dynamic phonetic data using generalized additive mixed modeling: A tutorial focusing on articulatory ...

Dialect variation in formant dynamics: The acoustics of lateral and ...

models that each exclude the main effect of interest (Aikin and West, 1991; Harrell, 2015). 234. The time-varying analysis uses Generalized Additive Mixed- ...

Dialect variation in formant dynamics: The acoustics of lateral and ...

Generalized additive mixed-models (GAMMs) are used for quantifying time-varying formant data, which allows the modelling of non-linearities in ...

arXiv:1703.05339v1 [stat.AP] 15 Mar 2017

Generalised additive mixed modelling for dynamic formant analysis. ... mixed models,. Growth Curve Analysis and Generalized Additive Modeling ...