Automatic Speech Recognition: A Deep Learning Approach (paper - 9781447169673)

Dong Yu, Li Deng

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商品描述

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.

商品描述(中文翻譯)

本書全面介紹了自動語音識別領域的最新進展,重點關注深度學習模型,包括深度神經網絡及其變體。這是第一本專注於深度學習方法的自動語音識別書籍。除了對該主題進行嚴謹的數學處理外,本書還提供了一系列非常成功的深度學習模型的洞察和理論基礎。