Suitability of Speech Files for Automatic Speech Recognition Systems after Noise Reduction Procedures
The results of the experiments on noise reduction in speech files with further transfer in the Google automatic speech recognition (ASR) system are presented. An original method is developed to identify the intervals containing only noise. It is shown that using a modified Wiener filter in the time...
Main Authors: | , |
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Format: | Article |
Language: | English |
Published: |
Kazan Federal University
2015-12-01
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Series: | Учёные записки Казанского университета. Серия Физико-математические науки |
Subjects: | |
Online Access: | https://kpfu.ru/portal/docs/F_1805711433/157_4_phys_mat_4.pdf |
Summary: | The results of the experiments on noise reduction in speech files with further transfer in the Google automatic speech recognition (ASR) system are presented. An original method is developed to identify the intervals containing only noise. It is shown that using a modified Wiener filter in the time domain allows to improve the recognition quality of noisy files. |
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ISSN: | 2541-7746 2500-2198 |