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Deep Learning for NLP and Speech Recognition

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Cover of 'Deep Learning for NLP and Speech Recognition'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Basics of Machine Learning
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    Chapter 3 Text and Speech Basics
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    Chapter 4 Basics of Deep Learning
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    Chapter 5 Distributed Representations
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    Chapter 6 Convolutional Neural Networks
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    Chapter 7 Recurrent Neural Networks
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    Chapter 8 Automatic Speech Recognition
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    Chapter 9 Attention and Memory Augmented Networks
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    Chapter 10 Transfer Learning: Scenarios, Self-Taught Learning, and Multitask Learning
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    Chapter 11 Transfer Learning: Domain Adaptation
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    Chapter 12 End-to-End Speech Recognition
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    Chapter 13 Deep Reinforcement Learning for Text and Speech
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