Automatic Speech Recognition A Deep Learning Approach

This is the first book on automatic speech recognition (ASR) that is focused on the deep learning approach, and in particular, deep neural network (DNN) technology. The landmark book represents a big milestone in the journey of the DNN tech nology, which has achieved overwhelming successes in ASR...

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שמור ב:
מידע ביבליוגרפי
Những tác giả chính: Yu, Dong, Deng, Li
פורמט: ספר
שפה:English
יצא לאור: Springer 2015
נושאים:
גישה מקוונת:https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57177
תגים: הוספת תג
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תיאור
סיכום:This is the first book on automatic speech recognition (ASR) that is focused on the deep learning approach, and in particular, deep neural network (DNN) technology. The landmark book represents a big milestone in the journey of the DNN tech nology, which has achieved overwhelming successes in ASR over the past few years. Following the authors’ recent book on “Deep Learning: Methods and Applications”, this new book digs deeply and exclusively into ASR technology and applications, which were only relatively lightly covered in the previous book in parallel with numerous other applications of deep learning. Importantly, the background material of ASR and technical detail of DNNs including rigorous mathematical descriptions and software implementation are provided in this book, invaluable for ASR experts as well as advanced students...