Deep Learning for Nlp and Speech Recognition

by Uday Kamath, John Liu, James Whitaker

Book Overview

Notation xv.- Part 1: Machine Learning, NLP, and Speech Introduction.- Chapter 1 Introduction 1.- Chapter 2 Basics of Machine Learning 2.- Chapter 3 Text and Speech Basics 49.- Part 2: Deep Learning Basics.- Chapter 4 Basics of Deep Learning 105.- Chapter 5 Distributed Representations 213.- Chapter 6 Convolutional Neural Networks 275.- Chapter 7 Recurrent Neural Networks 329.- Chapter 8 Automatic Speech Recognition 387.- Part 3: Advance Deep Learning...

• Format: Paperback
• Language: English
• ISBN: 3030145980
• ISBN13: 9783030145989
• Release Date: August 2020
• Publisher: Springer
• Length: 621 Pages
• Weight: 2.45 lbs.
• Dimensions: 1.3" x 7.0" x 10.0"