Vowel decoding from single-trial speech-evoked electrophysiological responses: A feature-based machine learning approach.

Taken together, the ability to extract interpretable features at the level of single-trials in a data-driven manner offers unchartered possibilities in the noninvasive assessment of human auditory function.