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Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling
Wand, Michael
2015
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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 book is substantially improved in terms of accuracy, flexibility, and robustness.
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Keywords
- Biosignale
- Biosignals
- Electromyography
- Elektromyographie
- Silent Speech Interfaces
- Speech Recognition
- Spracherkennung
Links
DOI: 10.5445/KSP/1000040667Editions