Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling

By Xiaobin Le

Book Overview

Speech is the natural medium of human communication, but audible speech can be overheard by bystanders and excludes speech-disabled people. This work presents a speech recognizer based on surface electromyography, where electric potentials of the facial muscles are captured by surface electrodes, allowing speech to be processed nonacoustically. A system which was state-of-the-art at the beginning of this book is substantially improved in terms of accuracy, flexibility, and robustness.

This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

• Format: Hardcover
• Language: English
• ISBN: 1681736640
• ISBN13: 9781681736648
• Release Date: October 2019
• Publisher: Morgan & Claypool
• Length: 255 Pages
• Weight: 1.44 lbs.
• Dimensions: 0.6" x 7.5" x 9.3"