Continuous electromyographic speech recognition with a multi-stream decoding architecture

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 4, Issue , 2007, Pages

  Jou, Szu Chen Stan ^a   Schultz, Tanja ^a   Waibel, Alex ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

Articulatory features; Articulatory muscles; Electromyography; Feature extraction; Speech recognition

Indexed keywords

ARTICULATORY FEATURES; ARTICULATORY MUSCLES;

BIT ERROR RATE; ELECTROMYOGRAPHY; FEATURE EXTRACTION; ROBUST CONTROL; SIGNAL ENCODING;

SPEECH RECOGNITION;

EID: 34547522669     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.366934     Document Type: Conference Paper

References (11)

1. Y. Nakajima, H. Kashioka, K. Shikano, and N. Campbell. "Non-audible murmur recognition input interface using stethoscopic microphone attached to the skin." in Proc. ICASSP. Hong Kong, 2003.
2. S.-C. Jou, T. Schultz, and A. Waibel, "Whispery speech recognition using adapted articulatory features," in Proc. ICASSP, Philadelphia, PA, March 2005.
3. A.D.C. Chan. K. Englehart. B. Hudgins. and D.F. Lovely, "Hidden Markov model classification of myoelectric signals in speech," IEEE Engineering in Medicine and Biology Magazine, vol. 21, no. 4, pp. 143-146. 2002.
4. B. Betts and C. Jorgensen. "Small vocabulary communication and control using surface electromyography in an acoustically noisy environment," in Proc. HICSS, Hawaii, Jan 2006.
5. H. Manabe. A. Hiraiwa, and T. Sugimura, "Unvoiced speech recognition using EMG-mime speech recognition," in Proc. HFCS, Ft. Lauderdale, Florida, 2003.
6. L. Maier-Hein, F. Metze. T. Schultz, and A. Waibel, "Session independent non-audible speech recognition using surface electromyography," in Proc. ASRU. San Juan. Puerto Rico, Nov 2005.
7. S.-C. Jou. L. Maier-Hein, T. Schultz, and A. Waibel, "Articulatory feature classification using surface electromyography," in Proc. ICASSP, Toulouse. France, May 2006.
8. S.-C. Jou, T. Schultz, M. Walliczek. F. Kraft, and A. Waibel, "Towards continuous speech recognition using surface electromyography, " in Proc. Interspeech. Pittsburgh, PA, Sep 2006.
9. K. Becker, "Varioport." http://www.becker-meditec.de.
10. H. Yu and A. Waibel, "Streaming the front-end of a speech recognizer." in Proc. ICSLP, Beijing, China, 2000.
11. F. Metze and A. Waibel, "A flexible stream architecture for ASR using articulatory features," in Proc. ICSLP, Denver. CO. Sep 2002.