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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| Format: | Online |
| Sprache: | Englisch |
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KIT Scientific Publishing
2021
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| Online-Zugang: | 35196 |
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| _version_ | 1869521677113622528 |
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| author | Wand, Michael |
| author_browse | Wand, Michael |
| author_facet | Wand, Michael |
| author_sort | Wand, Michael |
| collection | Directory of Open Access Books |
| 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. |
| format | Online |
| id | doab-20.500.12854ir-40381 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-403812023-12-20T18:40:46Z Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling Wand, Michael QA75.5-76.95 Spracherkennung Speech Recognition Biosignals Silent Speech Interfaces Electromyography Elektromyographie Biosignale bic Book Industry Communication::U Computing & information technology::UY Computer science 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. 2021-02-11T07:52:05Z 2021-02-11T07:52:05Z 2019-07-30 20:02:00 2014 book 35196 9783731502111 https://directory.doabooks.org/handle/20.500.12854/40381 eng image/jpeg Attribution-ShareAlike 4.0 International https://www.ksp.kit.edu/9783731502111 KIT Scientific Publishing 10.5445/KSP/1000040667 10.5445/KSP/1000040667 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731502111 XVIII, 226 p. open access |
| spellingShingle | QA75.5-76.95 Spracherkennung Speech Recognition Biosignals Silent Speech Interfaces Electromyography Elektromyographie Biosignale bic Book Industry Communication::U Computing & information technology::UY Computer science Wand, Michael Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling |
| title | Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling |
| title_full | Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling |
| title_fullStr | Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling |
| title_full_unstemmed | Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling |
| title_short | Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling |
| title_sort | advancing electromyographic continuous speech recognition signal preprocessing and modeling |
| topic | QA75.5-76.95 Spracherkennung Speech Recognition Biosignals Silent Speech Interfaces Electromyography Elektromyographie Biosignale bic Book Industry Communication::U Computing & information technology::UY Computer science |
| topic_facet | QA75.5-76.95 Spracherkennung Speech Recognition Biosignals Silent Speech Interfaces Electromyography Elektromyographie Biosignale bic Book Industry Communication::U Computing & information technology::UY Computer science |
| url | 35196 |
| work_keys_str_mv | AT wandmichael advancingelectromyographiccontinuousspeechrecognitionsignalpreprocessingandmodeling |