Speech recognition system based on Hidden Markov Model concerning the Moroccan dialect DARIJA

Dr. A. EL GHAZI
Dr. A. EL GHAZI
C. DAOUI
C. DAOUI
N. IDRISSI
N. IDRISSI
M. FAKIR
M. FAKIR
B. BOUIKHALENE.
B. BOUIKHALENE.
Université Sultan Moulay Slimane

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Speech recognition system based on Hidden Markov Model concerning the Moroccan dialect DARIJA

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Abstract

In this work, we present a system for automatic speech recognition on the Moroccan dialect. We used the hidden Markov model to model the phonetic units corresponding to words taken from the training base. The results obtained are very encouraging given the size of the training set and the number of people taken to the registration. To demonstrate the flexibility of the hidden Markov model we conducted a comparison of results obtained by the latter and dynamic programming .

References

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Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Dr. A. EL GHAZI. 1970. \u201cSpeech recognition system based on Hidden Markov Model concerning the Moroccan dialect DARIJA\u201d. Unknown Journal GJCST Volume 11 (GJCST Volume 11 Issue 15).

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v1.2

Issue date
September 7, 2011

Language
en
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Speech recognition system based on Hidden Markov Model concerning the Moroccan dialect DARIJA

Dr. A. EL GHAZI
Dr. A. EL GHAZI <p>Université Sultan Moulay Slimane</p>
C. DAOUI
C. DAOUI
N. IDRISSI
N. IDRISSI
M. FAKIR
M. FAKIR
B. BOUIKHALENE.
B. BOUIKHALENE.

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