A proposed speaker recognition method based on long-term voice features and fuzzy logic
المؤلفون المشاركون
Hadi, Iman H.
Abd al-Hasan, Alya Karim
المصدر
Engineering and Technology Journal
العدد
المجلد 39، العدد 1B (31 يناير/كانون الثاني 2021)، ص ص. 1-10، 10ص.
الناشر
تاريخ النشر
2021-01-31
دولة النشر
العراق
عدد الصفحات
10
التخصصات الرئيسية
الموضوعات
الملخص EN
Speaker recognition depends on specific predefined steps.
The mostimportant steps are feature extraction and features matching.
In addition, the category of the speaker voice features has an impact on the recognitionprocess.
The proposed speaker recognition makes use of biometric (voice)attributes to recognize the identity of the speaker.
The long-term featureswere used such that maximum frequency, pitch and zero crossing rate(ZCR).
In features matching step, the fuzzy inner product was usedbetween feature vectors to compute the matching value between a claimedspeaker voice utterance and test voice utterances.
The experimentsimplemented using (ELSDSR) data set.
These experiments showed that therecognition accuracy is 100% when using text dependent Speaker recognition depends on specific predefined steps.
The mostimportant steps are feature extraction and features matching.
In addition, the category of the speaker voice features has an impact on the recognitionprocess.
The proposed speaker recognition makes use of biometric (voice)attributes to recognize the identity of the speaker.
The long-term featureswere used such that maximum frequency, pitch and zero crossing rate(ZCR).
In features matching step, the fuzzy inner product was usedbetween feature vectors to compute the matching value between a claimedspeaker voice utterance and test voice utterances.
The experimentsimplemented using (ELSDSR) data set.
These experiments showed that therecognition accuracy is 100% when using text dependent speakerrecognition
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Hadi, Iman H.& Abd al-Hasan, Alya Karim. 2021. A proposed speaker recognition method based on long-term voice features and fuzzy logic. Engineering and Technology Journal،Vol. 39, no. 1B, pp.1-10.
https://search.emarefa.net/detail/BIM-1282610
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Hadi, Iman H.& Abd al-Hasan, Alya Karim. A proposed speaker recognition method based on long-term voice features and fuzzy logic. Engineering and Technology Journal Vol. 39, no. 1B (2021), pp.1-10.
https://search.emarefa.net/detail/BIM-1282610
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Hadi, Iman H.& Abd al-Hasan, Alya Karim. A proposed speaker recognition method based on long-term voice features and fuzzy logic. Engineering and Technology Journal. 2021. Vol. 39, no. 1B, pp.1-10.
https://search.emarefa.net/detail/BIM-1282610
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references : p. 10
رقم السجل
BIM-1282610
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر