Papers

Quantitative Measure of Speaker Specific Information in Human Voice: From the Perspective of Information Theoretic Approach

Domestic Journal
~2005
작성자
한혜원
작성일
2005-03-01 00:26
조회
225
Authors : Samuel Kim, Jung-Tae Seo, Hong-Goo Kang

Year : 2005

Publisher / Conference : 한국음향학회지

Volume : 24, 제 1호

Page : 16-20

A novel scheme to measure the speaker information in speech signal is proposed. We develope the theory of quantitative measurement of the speaker characteristics in the information theoretic point of view, and connect it to the classification error rate. Homomorphic analysis based features, such as mel frequency cepstral coefficient (MFCC), linear prediction cepstral coefficient (LPCC), and linear frequency cepstral coefficient (LFCC) are studied to measure speaker specific information contained in those feature sets by computing mutual information. Theories and experimental results provide us quantitative measure of speaker information in speech signal.
전체 319
9 Domestic Conference Bong-Jin Lee, Hong-Goo Kang, Dae Hee Youn "Speaker Verification Using Various Resolution Filterbanks" in in Proc. the Acoustical Society of Korea Conference, 2005
8 International Journal Yang-Won Jung, Hong-Goo Kang, Chungyong Lee, Dae Hee Youn, Changkyu Choi, Jaywoo Kim "Adaptive Microphone Array System with Two-Stage Adaptation Mode Controller" in IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences, vol.E88-A, pp.972-977, 2005
7 International Conference Min-seok Choi, Hong-goo Kang "An improved estimation of a priori speech absence probability for speech enhancement: in perspective of speech perception" in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2005
6 Domestic Journal Samuel Kim, Jung-Tae Seo, Hong-Goo Kang "Quantitative Measure of Speaker Specific Information in Human Voice: From the Perspective of Information Theoretic Approach" in 한국음향학회지, vol.24, 제 1호, pp.16-20, 2005
5 International Journal Seung Kyun Ryu, Hong-Goo Kang, Sung-Kyo Jung, Dae Hee Youn "Improving the Performance of the Minimum Statistics Noise Estimator for Single Channel Speech Enhancement" in IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol.E88-A, pp.582-585, 2005
4 International Journal Sung-Kyo Jung, Kyung-Tae Kim, Young-Cheol Park, Hong-Goo Kang "A Fast Adaptive-codebook Search Algorithm for G.723.1 Speech Coder" in IEEE Signal Processing Letters, vol.12, issue 1, pp.75-78, 2005
3 Domestic Journal 정재웅, 이준호, 박영철, 윤대희 "Pole-zero Dewarping을 이용한 효율적인 Crosstalk 제거 알고리듬" in 한국음향학회지, vol.24, 제 3호, pp.133-140, 2005
2 Domestic Journal 김승일, 이충용 "상관관계가 있는 간섭신호를 위한 고유벡터 제한 MV 빔형성 기법" in 전자공학회논문지, vol.42 SP, 제 1호, pp.59-64, 2005
1 Domestic Journal 정양원, 강홍구, 이충용, 윤대희 "지연 추정 기능을 갖는 적응 마이크로폰 어레이 알고리즘" in 한국통신학회논문지, vol.30, No.1C, pp.54-60, 2005