Fig. 1

a Between-group confusion matrix for best parameters. b distribution of within-group accuracies and between-group accuracy correlations. c Within-group accuracy and correlation of model output and spectral peaks. d, e Accuracy achieved with model variants, the original filtered signal, and ensemble models on a vowel (d) and consonant (e) task. f Within-group accuracy versus onset strength