AN AUDITORY-BASED SPEAKER IDENTIFICATION SYSTEM IN ACOUSTIC NOISES
The speaker recognition system in acoustic noises with the use of anthropomorphic speech signal processing is considered. A transform based on the cochlear model and its applications for speaker recognition are described in details. The characteristic vector obtained on the basis of this transform u...
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| Format: | Article |
| Language: | Russian |
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Educational institution «Belarusian State University of Informatics and Radioelectronics»
2019-06-01
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| Series: | Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki |
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| Online Access: | https://doklady.bsuir.by/jour/article/view/668 |
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| _version_ | 1839567887732310016 |
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| author | D. N. Kruchok A. A. Petrovsky |
| author_facet | D. N. Kruchok A. A. Petrovsky |
| author_sort | D. N. Kruchok |
| collection | DOAJ |
| description | The speaker recognition system in acoustic noises with the use of anthropomorphic speech signal processing is considered. A transform based on the cochlear model and its applications for speaker recognition are described in details. The characteristic vector obtained on the basis of this transform used as features for speaker identification. Neural network of direct distribution as decision rules are used. The results of the developed recognition systems of speaker identification are given. |
| format | Article |
| id | doaj-art-7379d0b64f1b4cbfaf5e17b08a43d144 |
| institution | Matheson Library |
| issn | 1729-7648 |
| language | Russian |
| publishDate | 2019-06-01 |
| publisher | Educational institution «Belarusian State University of Informatics and Radioelectronics» |
| record_format | Article |
| series | Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki |
| spelling | doaj-art-7379d0b64f1b4cbfaf5e17b08a43d1442025-08-04T17:38:16ZrusEducational institution «Belarusian State University of Informatics and Radioelectronics»Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki1729-76482019-06-01044753667AN AUDITORY-BASED SPEAKER IDENTIFICATION SYSTEM IN ACOUSTIC NOISESD. N. Kruchok0A. A. Petrovsky1Белорусский государственный университет информатики и радиоэлектроникиБелорусский государственный университет информатики и радиоэлектроникиThe speaker recognition system in acoustic noises with the use of anthropomorphic speech signal processing is considered. A transform based on the cochlear model and its applications for speaker recognition are described in details. The characteristic vector obtained on the basis of this transform used as features for speaker identification. Neural network of direct distribution as decision rules are used. The results of the developed recognition systems of speaker identification are given.https://doklady.bsuir.by/jour/article/view/668characteristic vectorcochlear modelspeaker identification system |
| spellingShingle | D. N. Kruchok A. A. Petrovsky AN AUDITORY-BASED SPEAKER IDENTIFICATION SYSTEM IN ACOUSTIC NOISES Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki characteristic vector cochlear model speaker identification system |
| title | AN AUDITORY-BASED SPEAKER IDENTIFICATION SYSTEM IN ACOUSTIC NOISES |
| title_full | AN AUDITORY-BASED SPEAKER IDENTIFICATION SYSTEM IN ACOUSTIC NOISES |
| title_fullStr | AN AUDITORY-BASED SPEAKER IDENTIFICATION SYSTEM IN ACOUSTIC NOISES |
| title_full_unstemmed | AN AUDITORY-BASED SPEAKER IDENTIFICATION SYSTEM IN ACOUSTIC NOISES |
| title_short | AN AUDITORY-BASED SPEAKER IDENTIFICATION SYSTEM IN ACOUSTIC NOISES |
| title_sort | auditory based speaker identification system in acoustic noises |
| topic | characteristic vector cochlear model speaker identification system |
| url | https://doklady.bsuir.by/jour/article/view/668 |
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