Abstract
The effectiveness of applying intelligent systems for speech recognition in speech intelligibility estimation is considered. The experiment with employing adaptive filtering to reduce ambient noise in audio records for further analysis of speech intelligibility with applying intelligent systems for speech recognition. Analysis of intelligibility with applying computer speech recognition is found to provide the intelligibility level close to a subjective method and differ not more than 6% averagely. The architecture of a Web service for automated noise reduction in audio records and automatised analysis of intelligibility for each result is designed. The recommendations on applying the obtained results to improve the speech security level and noise reduction are given.
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