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Michael Wand

Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling

AutorWand, Michael

VerlagKIT Scientific Publishing, Karlsruhe

ISBN9783731502111

UmfangXVIII, 226 S.

Veröffentlicht
am:
04.02.2015

Erscheinungs-
jahr
2014

VerfügbarkeitAktiv

Downloads:

Für Zitate bitte die folgende URL verwenden:
http://dx.doi.org/10.5445/KSP/1000040667

Abstract

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.