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...
| Published in: | Учёные записки Казанского университета: Серия Физико-математические науки |
|---|---|
| Main Authors: | , |
| Format: | Article |
| Language: | English |
| Published: |
Kazan Federal University
2015-12-01
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| Subjects: | |
| Online Access: | https://kpfu.ru/portal/docs/F_1805711433/157_4_phys_mat_4.pdf |
| _version_ | 1849888945073029120 |
|---|---|
| author | R.Kh. Latypov E.L. Stolov |
| author_facet | R.Kh. Latypov E.L. Stolov |
| author_sort | R.Kh. Latypov |
| collection | DOAJ |
| container_title | Учёные записки Казанского университета: Серия Физико-математические науки |
| description | 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. |
| format | Article |
| id | doaj-art-6b9b59cd88924b5fbba5a862f1c297fe |
| institution | Directory of Open Access Journals |
| issn | 2541-7746 2500-2198 |
| language | English |
| publishDate | 2015-12-01 |
| publisher | Kazan Federal University |
| record_format | Article |
| spelling | doaj-art-6b9b59cd88924b5fbba5a862f1c297fe2025-08-20T01:05:01ZengKazan Federal UniversityУчёные записки Казанского университета: Серия Физико-математические науки2541-77462500-21982015-12-0115744955Suitability of Speech Files for Automatic Speech Recognition Systems after Noise Reduction ProceduresR.Kh. Latypov0E.L. Stolov1Kazan Federal University, Kazan, 420008 RussiaKazan Federal University, Kazan, 420008 RussiaThe 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.https://kpfu.ru/portal/docs/F_1805711433/157_4_phys_mat_4.pdfspeech filenoise reductionspeech recognitiongooglewiener filter |
| spellingShingle | R.Kh. Latypov E.L. Stolov Suitability of Speech Files for Automatic Speech Recognition Systems after Noise Reduction Procedures speech file noise reduction speech recognition wiener filter |
| title | Suitability of Speech Files for Automatic Speech Recognition Systems after Noise Reduction Procedures |
| title_full | Suitability of Speech Files for Automatic Speech Recognition Systems after Noise Reduction Procedures |
| title_fullStr | Suitability of Speech Files for Automatic Speech Recognition Systems after Noise Reduction Procedures |
| title_full_unstemmed | Suitability of Speech Files for Automatic Speech Recognition Systems after Noise Reduction Procedures |
| title_short | Suitability of Speech Files for Automatic Speech Recognition Systems after Noise Reduction Procedures |
| title_sort | suitability of speech files for automatic speech recognition systems after noise reduction procedures |
| topic | speech file noise reduction speech recognition wiener filter |
| url | https://kpfu.ru/portal/docs/F_1805711433/157_4_phys_mat_4.pdf |
| work_keys_str_mv | AT rkhlatypov suitabilityofspeechfilesforautomaticspeechrecognitionsystemsafternoisereductionprocedures AT elstolov suitabilityofspeechfilesforautomaticspeechrecognitionsystemsafternoisereductionprocedures |