A spectral mapping method for EMG-based recognition of silent speech

Proceedings of B-INTERFACE 2010 - 1st International Wokshop on Bio-inspired Human-Machine Interfaces and Healthcare Applications, in Conjunction with BIOSTEC 2010

Volumn , Issue , 2010, Pages 22-31

  Janke, Matthias ^a   Wand, Michael ^a   Schultz, Tanja ^a  

^a KARLSRUHE INSTITUTE OF TECHNOLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC SPEECH; ELECTRICAL POTENTIAL; EMG SIGNAL; RECOGNITION RATES; SPECTRAL MAPPINGS; SPECTRAL-MAPPING METHOD; SPEECH INTERFACE; SPEECH RECOGNITION SYSTEMS; SURFACE ELECTROMYOGRAPHY;

MAN MACHINE SYSTEMS; PHOTOMAPPING;

SPEECH RECOGNITION;

EID: 77956304341     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

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2. Chan, A., Englehart, K., Hudgins, B., Lovely, D.: Myoelectric Signals to Augment Speech Recognition. Medical and Biological Engineering and Computing 39 (2001) 500-506.
3. Jorgensen, C., Lee, D., Agabon, S.: Sub Auditory Speech Recognition Based on EMG/EPG Signals. In: Proceedings of International Joint Conference on Neural Networks (IJCNN), Portland, Oregon (2003) 3128-3133.
4. Jou, S.C., Schultz, T., Walliczek, M., Kraft, F., Waibel, A.: Towards Continuous Speech Recognition using Surface Electromyography. In: Proc. Interspeech, Pittsburgh, PA (2006) 573-576.
5. Schultz, T., Wand, M.: Modeling Coarticulation in Large Vocabulary EMG-based Speech Recognition. (Speech Communication Journal, 2009, to appear).
6. Maier-Hein, L., Metze, F., Schultz, T., Waibel, A.: Session Independent Non-Audible Speech Recognition Using Surface Electromyography. In: IEEE Workshop on Automatic Speech Recognition and Understanding, San Juan, Puerto Rico (2005) 331-336.
7. Wand, M., Jou, S.C.S., Toth, A.R., Schultz, T.: Impact of Different Speaking Modes on EMG-based Speech Recognition. In: Proc. Interspeech. (2009).
8. Welch, P.: The use of fast fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms. Audio and Electroacoustics, IEEE Transactions on 15 (1967) 70-73.