ArrayDistance (USER MODULE)

Calculates the DTW distance between two arrays.The closer the two arrays are, the lower the distance will be.

In time series analysis, dynamic time warping (DTW) is an algorithm for measuring similarity between two temporal sequences, which may vary in speed. For instance, similarities in walking could be detected using DTW, even if one person was walking faster than the other, or if there were accelerations and decelerations during the course of an observation. DTW has been applied to temporal sequences of video, audio, and graphics data — indeed, any data that can be turned into a one-dimensional sequence can be analyzed with DTW. A well-known application has been automatic speech recognition, to cope with different speaking speeds. Other applications include speaker recognition and online signature recognition. It can also be used in partial shape matching applications.

array

Input arrays.

distance

Calculated distance.

min

Minimum value of the input arrays.

min

Maximum value of the input arrays.

See also

version 6.0.241021

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