Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision
eBook - ePub

Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision

Techniques and Use Cases

  1. 240 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision

Techniques and Use Cases

About this book

Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision provides an overview of general deep learning methodology and its applications of natural language processing (NLP), speech, and computer vision tasks. It simplifies and presents the concepts of deep learning in a comprehensive manner, with suitable, full-fledged examples of deep learning models, with an aim to bridge the gap between the theoretical and the applications using case studies with code, experiments, and supporting analysis.

Features:



  • Covers latest developments in deep learning techniques as applied to audio analysis, computer vision, and natural language processing.


  • Introduces contemporary applications of deep learning techniques as applied to audio, textual, and visual processing.


  • Discovers deep learning frameworks and libraries for NLP, speech, and computer vision in Python.


  • Gives insights into using the tools and libraries in Python for real-world applications.


  • Provides easily accessible tutorials and real-world case studies with code to provide hands-on experience.

This book is aimed at researchers and graduate students in computer engineering, image, speech, and text processing.

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Yes, you can access Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision by L. Ashok Kumar,D. Karthika Renuka in PDF and/or ePUB format, as well as other popular books in Economics & Computer Science General. We have over one million books available in our catalogue for you to explore.

Information

Publisher
CRC Press
Year
2023
Print ISBN
9781032391656
eBook ISBN
9781000875607

Table of contents

  1. Cover
  2. Half Title
  3. Title
  4. Copyright
  5. Dedication
  6. Contents
  7. About the Authors
  8. Preface
  9. Acknowledgments
  10. Chapter 1 Introduction
  11. Chapter 2 Natural Language Processing
  12. Chapter 3 State-of-the-Art Natural Language Processing
  13. Chapter 4 Applications of Natural Language Processing
  14. Chapter 5 Fundamentals of Speech Recognition
  15. Chapter 6 Deep Learning Models for Speech Recognition
  16. Chapter 7 End-to-End Speech Recognition Models
  17. Chapter 8 Computer Vision Basics
  18. Chapter 9 Deep Learning Models for Computer Vision
  19. Chapter 10 Applications of Computer Vision
  20. Index