Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling

Erscheinungsjahr 2015
ISBN: 978-3-7315-0211-1
Verlag: Karlsruher Institut für Technologie

Buch, Englisch, 256 Seiten, PB, Format (B × H): 170 mm x 240 mm, Gewicht: 493 g

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.

Autoren/Hrsg.

Wand, Michael