Analysis of Predictive Coding Models for Phonemic Representation Learning in Small Datasets
Table 1: Percentage of the French dataset used for training. The number of hours that the percentage represents, and the number of samples for the training set (T.) and for the validation set (V.)
['Percentage', 'Hours', 'T. Samples', 'V. Samples']
Regarding the relationship between the dataset size and the performance of the predictive model, we train four models varying the percentage of samples for the training data from 100% to 25% decreasing on 25% each time.