Speech recognition accuracy deterioration factor estimation device, speech recognition accuracy deterioration factor estimation method, and program

Abstract

The present invention provides a device for estimating the deterioration factor of speech recognition accuracy by estimating an acoustic factor that leads to a speech recognition error. The device extracts an acoustic feature amount for each frame from an input speech, calculates a posterior probability for each acoustic event for the acoustic feature amount for each frame, corrects the posterior probability by filtering the posterior probability for each acoustic event using a time-series filter with weighting coefficients developed in the time axis, outputs a set of speech recognition results with a recognition score, outputs a feature amount for the speech recognition results for each frame, calculates and outputs a principal deterioration factor class for the speech recognition accuracy for each frame on the basis of the corrected posterior probability, the feature amount for speech recognition results for each frame, and the acoustic feature amount for each frame.