Speech/music/noise classification in hearing aids using a two-layer classification system with MSE linear discriminants

European Signal Processing Conference

Volumn , Issue , 2008, Pages

  Alexandre, Enrique ^a   Gil Pita, Roberto ^a   Cuadra, Lucas ^a   Álvarez, Lorena ^a   Rosa Zurera, Manuel ^a  

^a UNIVERSITY OF ALCALÁ   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION PROCESS; CLASSIFICATION SYSTEM; CLOCK FREQUENCY; COMPLETE SYSTEM; DIGITAL HEARING AIDS; INPUT SIGNAL; LINEAR DISCRIMINANTS; LOW COMPUTATIONAL COMPLEXITY; MEAN SQUARED ERROR; SOUND ENVIRONMENT; TWO-LAYER SYSTEMS;

ACOUSTIC NOISE; ALGORITHMS; AUDITION; HEARING AIDS; SIGNAL PROCESSING;

AUDIO ACOUSTICS;

EID: 84863771492     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. E. Alexandre, L. Cuadra, L. Á lvarez, M. Rosa-Zurera, and F. Lopez-Ferreras. Two-layer automatic sound classification system for conversation enhancement in hearing aids. Integrated Computer-Aided Engineering, 15(1):85-94, 2008.
2. Enrique Alexandre, Manuel Rosa, Lucas Cuadra, and Roberto Gil-Pita. Application of fisher linear discriminant analysis to speech/music classification. In AES 120th Convention, Preprint #6678, 2006.
3. Eloi Batlle, Helmut Neuschmied, Peter Uray, and Gerd Ackerman. Recognition and analysis of audio for copyright protection: the raa project. Journal of the American Society for Information Science and Technology, 55(12):1084-1091, October 2004.
4. M.C. Büchler. Algorithms for sound classification in hearing instruments. PhD thesis, Swiss Federal Institute of Technology, Zurich, 2002.
5. S. Davis and P. Mermelstein. Experiments in syllable-ased recognition of continuous speech. IEEE Transactions on Acoustics, Speech and Signal Processing, 28:357-366, August 1980.
6. Enric Guaus and Eloi Batlle. A non-linear rhythm-based style classification for broadcast speech-music discrimination. In AES 116th Convention, 2004.
7. Lie Lu, Hong-Jiang Zhang, and Hao Jiang. Content analysis for audio classification and segmentation. IEEE Transactions on speech and audio processing, 10(7):504-516, October 2002.
8. J. Saunders. Real time discrimination of broadcast speech/music. In ICASSSP, pages 993-996, 1996.
9. Eric Scheirer and Malcom Slaney. Construction and evaluation of a robust multifeature speech/music discriminator. In ICASSP, 1997.
10. K.S. Shanmugam and P. Balaban. A modified monte carlo simulation technique for the evaluation of error rate in digital communication systems. IEEE Transactions on Communications, COM-28(11):1916-1924, November 1980.