Predicting speech intelligibility with deep neural networks

• Published in: Computer speech & language Vol. 48; pp. 51 - 66
• Main Authors: Spille, Constantin, Ewert, Stephan D., Kollmeier, Birger, Meyer, Bernd T.
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.03.2018
• Subjects: Automatic speech recognition; Deep neural networks; Speech intelligibility prediction; Speech intelligibility prediction; Deep neural networks; Automatic speech recognition

•An automatic speech recognizer using deep neural networks is proposed as model to predict speech intelligibility (SI).•The DNN-based model predicts SI in normal-hearing listeners more accurately than four established SI models.•In contrast to baseline models, the proposed model predicts intelligibi...