THE EFFECT OF NORMALIZATION ON PARAMETERS IN DISCRIMINATION OF PATHOLOGICAL VOICE USING ARTIFICIAL NEURAL NETWORK

Models and Analysis of Vocal Emissions for Biomedical Applications, MAVEBA 2003

Volumn , Issue , 2003, Pages 247-250

  Li, Tao ^a   Bak, Il Suh ^a   Jo, Cheolwoo ^a  

^a Changwon National University   (South Korea)

Author keywords

discrimination; neural network; Normalization; pathological

Indexed keywords

MEDICAL APPLICATIONS;

AVERAGE VALUES; DISCRIMINATION; NEURAL-NETWORKS; NORMALISATION; NORMALIZED PARAMETERS; PARAMETER SET; PATHOLOGICAL; PATHOLOGICAL VOICE;

NEURAL NETWORKS;

EID: 85009139828     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Godino-Llorente, Santiago Aguilera-Navarro∗, Carlos Hernandez-Espinosa∗∗, Merced-es Fernandez-Redondo ∗, Pedro Gomez-vilda+, "On the selection of meaningful speech parameters used by a pathologic /non pathologic voice register classifier," Eurospeech'99, Budapest, Hungary, vol. 1, pp. 563-566, 1999.
2. Cheolwoo Jo, Daehyun Kim, Soogeon Wang, "Classification of pathological voice into normal /benign/malignant state," Eurospeech'99, Budapest, Hungary, pp. 399-402, 1999.
3. Daehyun Kim, Cheolwoo Jo, "A study on the classification of pathological voice," 15th Workshop on Speech Communication and Signal Processing, pp. 388-391, 1998.
4. Kwangin Kim, Cheolwoo Jo, Daehyun Kim, Soogeon Wang, Gyerock Jeon, Sihun Ahn, Kiryon Kim, Yongju Kim, "Collection, analysis and classification of pathological voice using ARS and neural network," 13rd Korean Conference on Signal Processing, pp. 955-958, 2000.
5. Cheolwoo Jo, Daehyun Kim, Kwangin Kim, Soogeon Wang, Gyerock Jeon, Sihun Ahn, Kiryon Kim, Yongju Kim, "Implementation of analysis tools for pathological voice," 17th Workshop on Speech Communication and Signal Processing, pp. 211-214, 2000.
6. Cheolwoo Jo, Kwangin Kim, Daehyun Kim, Soogeon Wang, "Screening of pathological voice from ARS using neural networks," International Workshop on Maveba, Firenze, Italy, September 13-15, 2001.
7. Operations Manual, "Multi-Dimensional Voice Program (MDVP)," Model 4305, Kay Elemetrics Corp, 1993.
8. Cheolwoo Jo, Kwangin Kim, Daehyun Kim, Soogeon Wang, Gyerok Jeon, "Comparisons of acoustical characteristics between ARS and DAT voice," Eurospeech'2001, Denmark, 2001.