Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling
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, al...
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| Year of Publication: | 2014 |
| Language: | English |
| Physical Description: | 1 electronic resource (XVIII, 226 p. p.) |
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| Other title: | Advancing Electromyographic Continuous Speech Recognition |
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| Summary: | 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. |
| ISBN: | 1000040667 |
| Access: | Open access |
| Hierarchical level: | Monograph |