Estimation of fundamental frequency from surface electromyographic data: EMG-to-F0

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

Volumn , Issue , 2011, Pages 573-576

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

^a KARLSRUHE INSTITUTE OF TECHNOLOGY   (Germany)

Author keywords

Electromyography; Feature estimation; Fundamental frequency; Voice conversion

Indexed keywords

CORRELATION COEFFICIENT; DATA SETS; ELECTROMYOGRAPHIC; FEATURE ESTIMATION; FUNDAMENTAL FREQUENCIES; GAUSSIAN MIXTURE MODEL; MINIMUM MEAN-SQUARE ERROR; VOICE CONVERSION;

ESTIMATION; NATURAL FREQUENCIES; SIGNAL PROCESSING; SPEECH COMMUNICATION; SPEECH PROCESSING;

FREQUENCY ESTIMATION;

EID: 80051646302     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5946468     Document Type: Conference Paper

References (12)

1. Y. Nakajima, H. Kashioka, N. Campbell, and K. Shikano, "Non-Audible Murmur (NAM) Recognition," IEICE Transactions on Information and Systems, vol. E89-D, no. 1, pp. 1-8, 2006.
2. A. D. C. Chan, K. Englehart, B. Hudgins, D. F. Lovely, D.F., "Hidden Markov Model Classification of Myolectric Signals in Speech," IEEE Engineering in Medicine and Biology Society, vol. 21, no. 5, pp. 143-146, 2002.
3. T. Schultz and M. Wand, "Modeling Coarticulation in EMG-based Continuous Speech Recognition," Speech Communication Journal, vol. 52, issue 4, pp. 341-353, 2010.
4. S. -C. Jou, T. Schultz, M. Walliczek, F. Kraft, and A. Waibel, "Towards Continuous Speech Recognition using Surface Electromyography, " Proceedings of Interspeech 2006, pp. 573-576, 2006.
5. A. R. Toth, M. Wand, and T. Schultz, "Synthesizing Speech from Electromyography using Voice Transformation Techniques," Proceedings of Interspeech 2009, pp. 652-655, 2009.
6. V. N. Vapnik, "The Nature of Statistical Learning Theory," Springer, 1995.
7. Y. Stylianou, O. Cappe, and E. Moulines, "Continuous Probabilistic Transform for Voice Conversion," IEEE Transaction on Speech and Audio Processing (SAP), vol. 6, no. 2, pp. 131-142, 1998.
8. A. Kain and M. W. Macon, "Spectral Voice Conversion for Text-to-speech Synthesis, " Proceedings of International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 285-288, 1998.
9. T. Toda and K. Shikano, "NAM-to-Speech Conversion with Gaussian Mixture Models," Proceedings of Interspeech 2005, pp. 1957-1960, 2005.
10. K. Nakamura, T. Toda, H. Saruwatari, and K. Shikano, " Electrolaryngeal Speech Enhancement Based on Statistical Voice Conversion," Proceedings of Interspeech 2009 - Eurospeech, pp. 1431-1434, 2009.
11. H. Kawahara, H. Katayose, A.de Cheveigné, and R.D. Patterson, "Fixed Point Analysis of Frequency to Instantaneous Frequency Mapping for Accurate Estimation of F0 and Periodicity," Proceedings of EUROSPEECH, pp. 2781-2784, 1999.
12. SVM-Light Support Vector Machine (confirmed on 17.02.2011), http://www.cs.cornell.edu/People/tj/svm-light/