Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling - Michael Wand
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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 bo ... Full description
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Description
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.
More Information
| Author | Michael Wand |
|---|---|
| Publisher | Karlsruher Institut für Technologie |
| Release year | 2015 |
| Cover type | Softcover |
| EAN | 9783731502111 |