Speech Command Recognition With Tensorflow.JS and React.JS | Javascript AI

Publié le: 10 février 2021
sur la chaîne: Nicholas Renotte

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Speech is a powerful medium.

Words have shaped nations, built empires and rallied masses.

So, why not bring speech into your next React.JS app!?

This video shows you exactly how to do that. Using AI powered speech command recognition through Tensorflow.JS you're able to detect speech commands through the browser using your microphone. The speech commands have been pre-trained using a deep neural network (AI) to be able to recognise a number of different commands like 'up', 'down', 'left' and 'right'.

And what's best? In just 26ish minutes you'll be able to integrate into your existing React.JS app!

In this video, you'll learn how to:
1. Install the Tensorflow.JS Speech Command Recognition
2. Build a React Web App that leverages the model
3. Displaying speech commands to the screen

Get the code: https://github.com/nicknochnack/Speec...

Chapters:
0:00 - Start
2:29 - Installing React.JS using Create React App
4:45 - Installing Tensorflow.JS & Speech Command Recognition
6:03 - Importing Dependencies
7:02 - Setting Up Application States
10:07 - Creating a Speech Recognizer
14:49 - Activating Speech Recognizer
16:41 - Displaying Commands to the Screen
20:31 - Argmax for Javascript
21:32 - Getting the Highest Probability Detection
23:25 - Displaying Commands to the Screen

Oh, and don't forget to connect with me!
LinkedIn:   / nicholasrenotte
Facebook:   / nickrenotte
GitHub: https://github.com/nicknochnack
Patreon:   / nicholasrenotte
Join the Discussion on Discord:   / discord

Happy coding!
Nick

P.s. Let me know how you go and drop a comment if you need a hand!

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