Book Image

Google Cloud Platform Cookbook

By : Legorie Rajan PS
Book Image

Google Cloud Platform Cookbook

By: Legorie Rajan PS

Overview of this book

Google Cloud Platform is a cloud computing platform that offers products and services to host applications using state-of-the art infrastructure and technology. You can build and host applications and websites, store data, and analyze data on Google's scalable infrastructure. This book follows a recipe-based approach, giving you hands-on experience to make the most of Google Cloud services. This book starts with practical recipes that explain how to utilize Google Cloud's common services. Then, you'll see how to make full use of Google Cloud components such as networking, security, management, and developer tools. Next, we'll deep dive into implementing core Google Cloud services into your organization, with practical recipes on App Engine, Compute Engine, Cloud Functions, virtual networks, and Cloud Storage. Later, we'll provide recipes on implementing authentication and security, Cloud APIs, command-line management, deployment management, and the Cloud SDK. Finally, we'll cover administration and troubleshooting tasks on applications with Compute services and we'll show how to monitor your organization's efficiency with best practices. By the end of this book, you'll have an overall understanding and hands-on implementation of Google Cloud services in your organization with ease.
Table of Contents (14 chapters)
Title Page
Dedication
Packt Upsell
Contributors
Preface
Index

Using the Google Cloud Speech API


The Google Speech API uses a powerful machine learning model to convert audio to text. The API recognizes over 110 languages and can process them as a stream or from stored audio files. The Speech API can perform the conversion by three methods—synchronous recognition, asynchronous recognition, and stream recognition.

We'll perform a simple recipe to use the Speech API to convert a recorded message to text using the synchronous recognition method.

Getting ready

The following are the initial setup verification steps for the creation of the network before the recipe can be executed:

  1. Create or select a GCP project
  2. Enable billing and enable the default APIs (some APIs like BigQuery, storage, monitoring, and few a others are enabled automatically)
  3. Enable the Google Cloud Speech API for the project
  4. Make sure that the code has access to GCP APIs using the Application Default Credential strategy or direct API keys

How to do it...

First, we'll record the voice which needs...