Acoustic measurements of eleven British English vowels spoken by fifteen speakers.
Format
A data frame with 990 observations and 14 variables:
- Split
Training or test set (Train, Test).
- Speaker
Speaker identifier (15 levels).
- Sex
Speaker sex (Male, Female).
- F0
Acoustic feature 0.
- F1
Acoustic feature 1.
- F2
Acoustic feature 2.
- F3
Acoustic feature 3.
- F4
Acoustic feature 4.
- F5
Acoustic feature 5.
- F6
Acoustic feature 6.
- F7
Acoustic feature 7.
- F8
Acoustic feature 8.
- F9
Acoustic feature 9.
- Class
Vowel category (11 levels).
Source
UCI Machine Learning Repository. https://doi.org/10.24432/C58P4S
Details
The dataset contains 990 observations and 14 variables, including ten numeric acoustic features and four categorical variables.
This dataset was obtained from the UCI file
vowel-context.data. Categorical codes were converted
to factors; numeric acoustic measurements were preserved.
Original dataset license: CC BY 4.0. https://creativecommons.org/licenses/by/4.0/