A time delay neural network for recognition the stop and nasal Arabic speech
Other Title(s)
الشبكة العصبية ذات تأخير الوقت لتمييز الأصوات الأنفية و الأصوات التوقفية للكلام العربي
Joint Authors
Shukr, Bahijah Khudyr
al-Shammari, Iman Salih
Muhammad, Hind R.
Source
Journal of Babylon University : Journal of Applied and Pure Sciences
Issue
Vol. 11, Issue 3 (30 Jun. 2006), pp.408-414, 7 p.
Publisher
Publication Date
2006-06-30
Country of Publication
Iraq
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Abstract EN
In this work.
A Time Delay Neural Network for Recognition the Stop and Nasal Arabic Sounds is presented.
Processing for Arabic Speech in time domain, four parameters explain to each words spoken bv(16) speakers(8 male and 8 female) and given to network as the input in training stage.These parameters are Zero Crossing, Energy.
Average Magnitude and max Fundamental Frequency.
Hamming Window used for this work and recording with the sound blaster adapter sample represented as 8 bit integer which frequency(digitized rate) was(8000) HZ.
The training stage in the network take along time(three weeks) to recognized the Unvoiced stop Arabic speech ) and Voiced stop Arabic speech (m , e) and a short time to recognized the Nasal Arabic speech (u ).The neural network recognized rate for Arabic phoneme is 96% after training.
American Psychological Association (APA)
Muhammad, Hind R.& al-Shammari, Iman Salih& Shukr, Bahijah Khudyr. 2006. A time delay neural network for recognition the stop and nasal Arabic speech. Journal of Babylon University : Journal of Applied and Pure Sciences،Vol. 11, no. 3, pp.408-414.
https://search.emarefa.net/detail/BIM-1344047
Modern Language Association (MLA)
Muhammad, Hind R.…[et al.]. A time delay neural network for recognition the stop and nasal Arabic speech. Journal of Babylon University : Journal of Applied and Pure Sciences Vol. 11, no. 3 (2006), pp.408-414.
https://search.emarefa.net/detail/BIM-1344047
American Medical Association (AMA)
Muhammad, Hind R.& al-Shammari, Iman Salih& Shukr, Bahijah Khudyr. A time delay neural network for recognition the stop and nasal Arabic speech. Journal of Babylon University : Journal of Applied and Pure Sciences. 2006. Vol. 11, no. 3, pp.408-414.
https://search.emarefa.net/detail/BIM-1344047
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 414
Record ID
BIM-1344047
