کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
380465 1437443 2014 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A novel spoken keyword spotting system using support vector machine
ترجمه فارسی عنوان
سیستم ردیابی کلمات کلیدی گفتاری با استفاده از دستگاه بردار پشتیبانی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی

Spoken keyword spotting is crucial to classify expertly a lot of hours of audio stuffing such as meetings and radio news. These systems are technologically advanced with the purpose of indexing huge audio databases or of differentiating keywords in uninterrupted speech streams. The proposed work involves sliding a frame-based keyword template along the speech signal and using support vector machine (SVM) misclassification rates obtained from the hyperplane of two classes efficiently search for a match. This work framed a novel spoken keyword detection algorithm. The experimental results show that the proposed approach competes with the keyword detection methods described in the literature and it is an alternative technique to the prevailing keyword detection approaches.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Engineering Applications of Artificial Intelligence - Volume 36, November 2014, Pages 287–293
نویسندگان
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