1.

Record Nr.

UNINA9910347052403321

Autore

Wand Michael

Titolo

Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling

Pubbl/distr/stampa

KIT Scientific Publishing, 2014

ISBN

1000040667

Descrizione fisica

1 electronic resource (XVIII, 226 p. p.)

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Sommario/riassunto

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.