PSYCHOACOUSTICALLY MOTIVATED TIME-FREQUENCY DICTIONARY BUILDING FOR UNIVERSAL SCALABLE AUDIOCODER BASED ON THE SPARSE APPROXIMATION
The article studies the process of creating a perceptually-motivated dictionary of the timefrequency functions based on the wavelet packet transform optimized for the input signal frame and its utilization in the universal scalable real-time audiocoder. The article points out the importance of the t...
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| Main Authors: | , |
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| Format: | Article |
| Language: | Russian |
| Published: |
National Academy of Sciences of Belarus, the United Institute of Informatics Problems
2017-12-01
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| Series: | Informatika |
| Online Access: | https://inf.grid.by/jour/article/view/243 |
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| _version_ | 1832543200272711680 |
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| author | V. Y. Herasimovich Al. A. Petrovsky |
| author_facet | V. Y. Herasimovich Al. A. Petrovsky |
| author_sort | V. Y. Herasimovich |
| collection | DOAJ |
| description | The article studies the process of creating a perceptually-motivated dictionary of the timefrequency functions based on the wavelet packet transform optimized for the input signal frame and its utilization in the universal scalable real-time audiocoder. The article points out the importance of the topic, great attention is paid to the psychoacoustic modelling. It describes the following algorithms: sparse approximation, perceptual adaptation of the wavelet packet decomposition tree, input signal encoding/decoding schemes. The results of the experimental research of the developed coding algorithm and comparison with the modern coding schemes such as Opus and Vorbis based on the objective quality assessment PEAQ – ODG were also given. |
| format | Article |
| id | doaj-art-0cf6c5cf166f47679b397bab7289eaee |
| institution | Kabale University |
| issn | 1816-0301 |
| language | Russian |
| publishDate | 2017-12-01 |
| publisher | National Academy of Sciences of Belarus, the United Institute of Informatics Problems |
| record_format | Article |
| series | Informatika |
| spelling | doaj-art-0cf6c5cf166f47679b397bab7289eaee2025-02-03T11:51:43ZrusNational Academy of Sciences of Belarus, the United Institute of Informatics ProblemsInformatika1816-03012017-12-0104(56)89103236PSYCHOACOUSTICALLY MOTIVATED TIME-FREQUENCY DICTIONARY BUILDING FOR UNIVERSAL SCALABLE AUDIOCODER BASED ON THE SPARSE APPROXIMATIONV. Y. Herasimovich0Al. A. Petrovsky1Belarusian State University of Informatics and RadioelectronicsBelarusian State University of Informatics and RadioelectronicsThe article studies the process of creating a perceptually-motivated dictionary of the timefrequency functions based on the wavelet packet transform optimized for the input signal frame and its utilization in the universal scalable real-time audiocoder. The article points out the importance of the topic, great attention is paid to the psychoacoustic modelling. It describes the following algorithms: sparse approximation, perceptual adaptation of the wavelet packet decomposition tree, input signal encoding/decoding schemes. The results of the experimental research of the developed coding algorithm and comparison with the modern coding schemes such as Opus and Vorbis based on the objective quality assessment PEAQ – ODG were also given.https://inf.grid.by/jour/article/view/243 |
| spellingShingle | V. Y. Herasimovich Al. A. Petrovsky PSYCHOACOUSTICALLY MOTIVATED TIME-FREQUENCY DICTIONARY BUILDING FOR UNIVERSAL SCALABLE AUDIOCODER BASED ON THE SPARSE APPROXIMATION Informatika |
| title | PSYCHOACOUSTICALLY MOTIVATED TIME-FREQUENCY DICTIONARY BUILDING FOR UNIVERSAL SCALABLE AUDIOCODER BASED ON THE SPARSE APPROXIMATION |
| title_full | PSYCHOACOUSTICALLY MOTIVATED TIME-FREQUENCY DICTIONARY BUILDING FOR UNIVERSAL SCALABLE AUDIOCODER BASED ON THE SPARSE APPROXIMATION |
| title_fullStr | PSYCHOACOUSTICALLY MOTIVATED TIME-FREQUENCY DICTIONARY BUILDING FOR UNIVERSAL SCALABLE AUDIOCODER BASED ON THE SPARSE APPROXIMATION |
| title_full_unstemmed | PSYCHOACOUSTICALLY MOTIVATED TIME-FREQUENCY DICTIONARY BUILDING FOR UNIVERSAL SCALABLE AUDIOCODER BASED ON THE SPARSE APPROXIMATION |
| title_short | PSYCHOACOUSTICALLY MOTIVATED TIME-FREQUENCY DICTIONARY BUILDING FOR UNIVERSAL SCALABLE AUDIOCODER BASED ON THE SPARSE APPROXIMATION |
| title_sort | psychoacoustically motivated time frequency dictionary building for universal scalable audiocoder based on the sparse approximation |
| url | https://inf.grid.by/jour/article/view/243 |
| work_keys_str_mv | AT vyherasimovich psychoacousticallymotivatedtimefrequencydictionarybuildingforuniversalscalableaudiocoderbasedonthesparseapproximation AT alapetrovsky psychoacousticallymotivatedtimefrequencydictionarybuildingforuniversalscalableaudiocoderbasedonthesparseapproximation |