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Artificial Intelligence with Python Cookbook

You're reading from   Artificial Intelligence with Python Cookbook Proven recipes for applying AI algorithms and deep learning techniques using TensorFlow 2.x and PyTorch 1.6

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Product type Paperback
Published in Oct 2020
Publisher Packt
ISBN-13 9781789133967
Length 468 pages
Edition 1st Edition
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Authors (2):
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Ritesh Kumar Ritesh Kumar
Author Profile Icon Ritesh Kumar
Ritesh Kumar
Ben Auffarth Ben Auffarth
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Ben Auffarth
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Toc

Table of Contents (13) Chapters Close

Preface 1. Getting Started with Artificial Intelligence in Python 2. Advanced Topics in Supervised Machine Learning FREE CHAPTER 3. Patterns, Outliers, and Recommendations 4. Probabilistic Modeling 5. Heuristic Search Techniques and Logical Inference 6. Deep Reinforcement Learning 7. Advanced Image Applications 8. Working with Moving Images 9. Deep Learning in Audio and Speech 10. Natural Language Processing 11. Artificial Intelligence in Production 12. Other Books You May Enjoy

Synthesizing speech from text

A text-to-speech program, easily intelligible by humans, can allow people with visual or reading impairments to listen to written words on a home computer, or can allow you to enjoy a book while driving a car. In this recipe, we'll work through loading a text-to-speech model, and having it read a text to us. In the How it works... section, we'll go through the model implementation and the model architecture.

Getting ready

For this recipe, please make sure you have a GPU available. On Google Colab, make sure you activate a GPU runtime. We'll also need the wget library, which we can install from the notebook as follows:

!pip install wget

We also need to clone the pytorch-dc-tts repository from GitHub and install its requirements. Please run this from the notebook (or run it from the terminal without the leading exclamation marks):

from os.path import exists

if not exists('pytorch-dc-tts'):
!git clone --quiet https://github.com/tugstugi...
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