Classification of pathological voice including severely noisy cases

8th International Conference on Spoken Language Processing, ICSLP 2004

Volumn , Issue , 2004, Pages 77-80

  Li, Tao ^a   Jo, Cheolwoo ^a   Wang, Soo Geon ^b   Yang, Byung Gon ^c   Kim, Hyung Soon ^b  

^a Changwon National University   (South Korea)

^b Pusan National University   (South Korea)

^c Dong Eui University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

NEURAL NETWORKS;

CLASSIFICATION RATES; CLASSIFICATION RESULTS; DISTRIBUTION CHARACTERISTICS; NOISE COMPONENTS; NUMERICAL PARAMETERS; PATHOLOGICAL DATA; PATHOLOGICAL VOICE; SPECTRAL SLOPES;

CLASSIFICATION (OF INFORMATION);

EID: 85009144923     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Cheolwoo Jo, Daehyun Kim, Soogeon Wang, "Classification of Pathological Voice into Normal/Benign/Malignant State", Eurospeech'99, pp. 399-402, Budapest, Hungary, 1999.
2. 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.
3. 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.
4. Tao Li, Il-suh Bak, Cheolwoo Jo, "The Effect of Normalization on Parameters in Discrimination of Pathological Voice using Artificial Neural Network", 3rd International Workshop on MAVEBA, pp.247-250, Firenze, Italy, December 10-12, 2003.
5. Cheolwoo Jo, Kwangin Kim, Daehyun Kim, Soogeon Wang, Gyerok Jeon, "Comparisons of Acoustical Characteristics between ARS and DAT Voice", 2001 International Conference on Speech Processing (ICSP'2001), TaeJon, Korea, August 22-24, 2001.
6. Tao Li, Cheolwoo Jo, "Classification of Pathological Voice Signal with Severe Noise Component", 16th Korean Signal Processing Conference, Vol.16, No.1, pp.131, 2003.
7. C. D'Alessandro, V. Darsinos and B. Yegnanarayana, "Effectiveness of a Periodic and Aperiodic Decomposition Method for Analysis of Voice Sources", IEEE Transactions on Speech and Audio processing, Vol. 6, No. 1, pp. 12-23, January 1998.
8. B. Yegnanarayana, C. D'Alessandro and V. Darsinos, "An Iterative Algorithm for Decomposition of Speech Signals into Periodic and Aperiodic Components", IEEE Transactions on Speech and Audio processing, Vol. 6, No. 1, January 1998.
9. G. Krom, "A Cepstrum-Based Technique for Determining a Harmonics-to-Noise Ratio in Speech Signals", J. Speech Hearing Res., Vol. 36, pp.254-266, 1993.
10. Operations Manual: Multi-Dimensional Voice Program (MDVP) Model 4305, Kay Elemetrics Corp., 1993.