Speech Recognition in Python - The Complete Beginner’s Guide

Simple and hands-on walkthrough

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Photo by Jukka Aalho on Unsplash

Welcome to The Complete Beginner’s Guide to Speech Recognition in Python.


this post, I will walk you through some great hands-on exercises that will help you to have some understanding of speech recognition and the use of machine learning. Speech recognition helps us to save time by speaking instead of typing. It also gives us the power to communicate with our devices without even writing one line of code. This makes technological devices more accessible and easier to use. Speech recognition is a great example of using machine learning in real life.

Another nice example of speech recognition: Google Meet web application, did you know that from the settings you can turn on the subtitles? When you turn on subtitles, a program in the back will recognize your speech and convert it to text in real life. It’s really impressive to see how fast it happens. Another cool feature of this Google Meet recognizer is that it also knows who is speaking. In this walkthrough, we will use Google’s Speech API. I can’t wait to show you how to build your own speech recognizer. Let’s get started!

Table of contents

  • Speech Recognition Libraries
  • Recognizer Class
  • Speech Recognition Functions
  • Audio Preprocessing
  • Bonus (Different Scenarios)

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Speech Recognition in Python - The Complete Beginner’s Guide
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Project Prerequisites

To implement this project, we will use the basic concepts of Python, Tkinter, gTTS, and playsound libraries.

  • Tkinter is a standard GUI Python library that is one of the fastest and easiest ways to build GUI applications using Tkinter.
  • gTTS (Google Text-to-Speech) is a Python library, which is a very easy library that converts the text into audio.
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To install the required libraries, you can use pip install command:

pip install tkinter
pip install gTTS
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Download Python Text to Speech Project Code

Please download the source code of Text to Speech Project: Python Text to Speech

Text to Speech Python Project

The objective of this project is to convert the text into voice with the click of a button. This project will be developed using Tkinter, gTTs, and playsound library.

In this project, we add a message which we want to convert into voice and click on play button to play the voice of that text message.

  • Importing the modules
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  • Define functions

So these are the basic steps that we will do in this Python project. Let’s start.

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⌨️ (0:00) Introduction
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⌨️ (2:32:44) For Loops
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⌨️ (2:52:41) Building a Translator
⌨️ (3:00:18) Comments
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⌨️ (3:21:26) Writing to Files
⌨️ (3:28:13) Modules & Pip
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⌨️ (4:20:43) Python Interpreter
📺 The video in this post was made by freeCodeCamp.org
The origin of the article: https://www.youtube.com/watch?v=rfscVS0vtbw&list=PLWKjhJtqVAblfum5WiQblKPwIbqYXkDoC&index=3

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