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2018 Interspeech INTERSPEECH 2018

Multi-resolution Gammachirp Envelope Distortion Index for Intelligibility Prediction of Noisy Speech

A multi-resolution version of the gammachirp envelope distortion index (mr-GEDI) is proposed for the intelligibility prediction of noisy speech processed using speech enhancement algorithms. The proposed model calculates the short-time signal-to-distortion ratio in the temporal envelope modulation extracted from the output of the gammachirp auditory filterbank. The predictions were compared with human subjective results for various signal-to-noise ratio conditions with pink and babble noise. The mr-GEDI predicts the intelligibility curves better than the hearing-aid speech perception index (HASPI).

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