This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech recognition book dedicated to the deep learning approach. In addition to the rigorous mathematical treatment of the subject, the book also presents insights and theoretical foundation of a series of highly successful deep learning models.
قائمة المحتويات
Section 1: Automatic speech recognition: Background.- Feature extraction: basic frontend.- Acoustic model: Gaussian mixture hidden Markov model.- Language model: sto...
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لغة الإنجليزية ● شكل PDF ● صفحات 321 ● ISBN 9781447157793 ● حجم الملف 7.8 MB ● الناشر Springer London ● مدينة London ● بلد GB ● نشرت 2014 ● للتحميل 24 الشهور ● دقة EUR ● هوية شخصية 3554127 ● حماية النسخ DRM الاجتماعية