GAMM-Trombone-2019
This repo contains two notebooks that provide the full analysis of the article: Heyne, M., Derrick, D., and Al-Tamimi, J. (2019). “Native language influence on brass instrument performance: An application of generalized additive mixed models (GAMMs) to midsagittal ultrasound images of the tongue”. Frontiers Research Topic: Models and Theories of Speech Production. Ed. Adamantios Gafos & Pascal van Lieshout. Volume 10, Article 2597, pp. 1-26. https://doi.org/10.3389/fpsyg.2019.02597
The following are the notebooks and csv files associated with the submission:
Dataframe
The data frame can be accessed from here
Full plots
Full plots presented in the paper
Hypothesis 1: Language influence on tongue position when producing notes
- Hypothesis 1, Prediction 1: Model specification and summaries
- Hypothesis 1, Prediction 1: Plots
- Hypothesis 1b, Prediction 2: Model specification, summary and plots
- Hypothesis 1: Parametric plots and inspection of random effects
- Hypothesis 1: Intervals of significant differences (csv)
- Hypothesis 1: Intervals of significant differences in NZE (csv)
- Hypothesis 1: Intervals of significant differences in Tongan (csv)
Hypothesis 2: Language influence on tongue position in vowels and notes
- Hypothesis 2: Model specification and summaries
- Hypothesis 2: Plots
- Hypothesis 2: Intervals of significant differences in NZE (csv)
- Hypothesis 2: Intervals of significant differences in Tongan (csv)