Introduction of the speaking rate in the model of speech recognition
We propose an improvement to the centisecond TLHMM model (Meziane, 1999) applied to the sound duration. Indeed, the distribution of the sound duration depends on the speaking rate. An adaptation in a post-processing step is needed. This adaptation is studied by proposing a model of the speaking rate...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2002-01-01
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| Series: | International Journal of Mathematics and Mathematical Sciences |
| Online Access: | http://dx.doi.org/10.1155/S0161171202010141 |
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| _version_ | 1832561459898351616 |
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| author | Abdellah Yousfi Abdelouafi Meziane |
| author_facet | Abdellah Yousfi Abdelouafi Meziane |
| author_sort | Abdellah Yousfi |
| collection | DOAJ |
| description | We propose an improvement to the centisecond TLHMM model
(Meziane, 1999) applied to the sound duration. Indeed, the
distribution of the sound duration depends on the speaking rate.
An adaptation in a post-processing step is needed. This
adaptation is studied by proposing a model of the speaking rate
based on average syllabic duration. The experiments elaborated on
a set of BDSONS show the interest of this approach.
This work is a continuation of those by Meziane (1999) and
Suaudeau (1994). |
| format | Article |
| id | doaj-art-cd157e1db939435bb29cf4c33e4ad913 |
| institution | Kabale University |
| issn | 0161-1712 1687-0425 |
| language | English |
| publishDate | 2002-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Mathematics and Mathematical Sciences |
| spelling | doaj-art-cd157e1db939435bb29cf4c33e4ad9132025-02-03T01:25:04ZengWileyInternational Journal of Mathematics and Mathematical Sciences0161-17121687-04252002-01-0129212112410.1155/S0161171202010141Introduction of the speaking rate in the model of speech recognitionAbdellah Yousfi0Abdelouafi Meziane1Département de Mathématique, Faculté des Sciences, Université Mohamed Premier, Oujda, MoroccoDépartement de Mathématique, Faculté des Sciences, Université Mohamed Premier, Oujda, MoroccoWe propose an improvement to the centisecond TLHMM model (Meziane, 1999) applied to the sound duration. Indeed, the distribution of the sound duration depends on the speaking rate. An adaptation in a post-processing step is needed. This adaptation is studied by proposing a model of the speaking rate based on average syllabic duration. The experiments elaborated on a set of BDSONS show the interest of this approach. This work is a continuation of those by Meziane (1999) and Suaudeau (1994).http://dx.doi.org/10.1155/S0161171202010141 |
| spellingShingle | Abdellah Yousfi Abdelouafi Meziane Introduction of the speaking rate in the model of speech recognition International Journal of Mathematics and Mathematical Sciences |
| title | Introduction of the speaking rate in the model of speech recognition |
| title_full | Introduction of the speaking rate in the model of speech recognition |
| title_fullStr | Introduction of the speaking rate in the model of speech recognition |
| title_full_unstemmed | Introduction of the speaking rate in the model of speech recognition |
| title_short | Introduction of the speaking rate in the model of speech recognition |
| title_sort | introduction of the speaking rate in the model of speech recognition |
| url | http://dx.doi.org/10.1155/S0161171202010141 |
| work_keys_str_mv | AT abdellahyousfi introductionofthespeakingrateinthemodelofspeechrecognition AT abdelouafimeziane introductionofthespeakingrateinthemodelofspeechrecognition |