Case Studies for "Deep Learning for NLP and Speech Recognition" published by Springer
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Chapter9 Public
Chapter 9: Attention and Memory Augmented Networks
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Chapter5 Public
Chapter 5: Embeddings
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Chapter13 Public
Chapter 13: Deep Reinforcement Learning for Text and Speech
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Chapter12 Public
Chapter 12: End-to-end Speech Recognition
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Chapter11 Public
Chapter 11: Transfer Learning/Domain Adaptation
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Chapter10 Public
Chapter 10: Multi-task Learning
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Chapter8 Public
Chapter 8: Automatic Speech Recognition
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Chapter7 Public
Chapter 7: Recurrent Neural Networks
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Chapter6 Public
Chapter 6: Convolutional Neural Networks
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Chapter4 Public
Chapter 4: Basics of Deep Learning
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Chapter3 Public
Chapter 3: Text and Speech Basics
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Chapter2 Public
Chapter 2: Machine Learning Basics