K-means nearest neighbor classifier for voice pathology

Proceedings of the IEEE INDICON 2004 - 1st India Annual Conference

Volumn , Issue , 2004, Pages 352-354

  Ananthakrishna, T ^a   Shama, Kumara ^b   Niranjan, U C ^b  

^a UNIVERSITY OF MYSORE   (India)

^b MANIPAL INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Critical band frequency; k means NN Classifier; Spectral distance; Voice pathology

Indexed keywords

NONINVASIVE ACOUSTICAL ANALYSIS; PATHOLOGICAL VOICES; VOCAL CORDS;

ACOUSTICS; CLASSIFICATION (OF INFORMATION); DIAGNOSIS; PATHOLOGY;

SPEECH RECOGNITION;

EID: 28444443797     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Kumara Shama, Niranjan U. C., "Evaluation of Pathologic Voices Using Noise Energy", Proceedings of the Tenth National Conference on Communications-NCC 2004, IISc Bangalore,pp29-33,2004.
2. Manfredi,C., "Pitch and Noise Estimation in Pathological Speech Signals", IEEE Trns on Biomedical Engg.,vol.47, November 2000.
3. Kasuya, H., Ogawa,S., Mashima,K.,Ebihara,S., "Normalized Noise Energy as an Acoustic Measure to Evaluate Pathologic Voices", J.Acoust.Soc.Am.80(5),pp1329-1334,November l986.
4. Ananthakrishna T, Kumara Shama, P. Nagabhushan, "Clasification of Voice Pathology Using Spectral Distance Measurement", Proceedings of State Level PG Technical Fest 2004, NMAM Institute of Technology, NITTE, pp35-39.
5. Gaurang Kishor Parikh, Philipos C. Loizou, "The Effect of Noise on the Spectrum of Speech", A thesis presented to the faculty of the University of Texas at Dallas for the degree of Master of Science in Telecommunication Engg., August 2002.
6. Thomas F. Quatieri, "Discrete-Time Speech Signal Processing", Prentice Hall PTR.
7. Kay Elemetrics Corp, Disordered Voice Database model 4337, Version1.03, Massachusetts Eye and Ear Infirmary Voice and Speech Lab, 2002.