Overview
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Learn how to integrate AI-powered speech command recognition into a React.js application using TensorFlow.js in this comprehensive tutorial video. Discover the process of installing and setting up the necessary dependencies, creating a speech recognizer, and displaying recognized commands on screen. Follow along step-by-step to build a web app that can detect pre-trained speech commands like 'up', 'down', 'left', and 'right' using your device's microphone. Gain practical knowledge on implementing machine learning models in browser-based applications and enhance your skills in combining React.js with TensorFlow.js for speech recognition tasks.
Syllabus
- Start
- Installing React.JS using Create React App
- Installing Tensorflow.JS & Speech Command Recognition
- Importing Dependencies
- Setting Up Application States
- Creating a Speech Recognizer
- Activating Speech Recognizer
- Displaying Commands to the Screen
- Argmax for Javascript
- Getting the Highest Probability Detection
- Displaying Commands to the Screen
Taught by
Nicholas Renotte