Dynamic time warping measures the distance between internal speech representations.

Evidence

A template-matching procedure was applied to predict the responses obtained in experiment 1. Two talker-specific template sets were considered, consisting of all speech tokens from each talker (i.e., three templates for each CV). The templates were mixed with random white noise at the test-signal SNR and compared to the experimental stimuli. The distances between the models’ internal representations of the test signals and the templates were obtained using a standard dynamic time warping (DTW) algorithm (Sakoe and Chiba 1978 ). — Dijk, Pim van, Physiology, Psychoacoustics and…, 5575

Categorization

  • DEFINE: DTW as the alignment metric used to compare test signal to templates in the auditory model back end.