Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling
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.
Book Details
- Publisher: Saint Philip Street Press
- Publish Date: Oct 9th, 2020
- Pages: 254
- Language: English
- Dimensions: 11.02in - 8.50in - 0.53in - 1.31lb
- EAN: 9781013282560
- Categories: • Neuroscience