Papers

On the Use of Voting Methods for Speaker Identification Based on Various Resolution Filterbanks

International Conference
2006~2010
작성자
한혜원
작성일
2006-05-14 22:24
조회
969
Authors : Bong-Jin Lee, Sung-Wan Yoon, Hong-Goo Kang, Dae Hee Youn

Year : 2006

Publisher / Conference : ICASSP

This paper proposes a novel speaker identification system based on score fusion of various resolution filterbanks. The proposed system uses multiple features which are extracted from filterbanks having various spectral resolutions. Each speaker model is constructed by independent feature set, but the system makes final decision by combining the outcome of each model. We introduce several well-known voting methods for decision. Simulation results using TIMIT database show that the proposed score fusion method significantly improves speaker identification performance compared to single model one. Especially, 59.28% of relative improvement is achieved by using a product rule
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22 International Conference Chi-Sang Jung, Bong-Jin Lee, Jeung-Yoon Choi, Hong-Goo Kang "AN ADAPTIVE SELECTION OF FRAME SHIFT FOR SPEAKER RECOGNITION SYSTEMS" in The Second Beijing-Hong Kong International Doctoral Forum, 2007
21 International Conference Min-Seok Choi, Young-Cheol Park, Hong-Goo Kang "A Soft-Decision Adaptation Mode Controller for an Efficient Frequency-Domain Generalized Sidelobe Canceller" in ICASSP, 2007
20 International Conference Yoomi Hur, Young-Choel Park, Dae Hee Youn "A New Structure for Stereo Acoustic Echo Cancellation Based on Binaural Cue Coding" in 122th Convention of Audio Engineering Society, pp.7094, 2007
19 International Conference Yoomi Hur, Young-Choel Park, Dae Hee Youn "A New Structure for Stereo Acoustic Echo Cancellation Based on Binaural Cue Coding" in 122th Convention of Audio Engineering Society, pp.7094, 2007
18 International Conference Jaseong Lee, Young-Cheol Park, Dae Hee Youn, Hong-Goo Kang "A Hybrid Warped Linear Prediction (WLP) AAC Audio Coding Algorithm" in 122th Convention of Audio Engineering Society, pp.7002, 2007
17 International Conference Keun-Sup Lee, Young-Cheol Park, Dae Hee Youn "Fixed-Point Processing Optimization of Mpeg Audio Encoder Using Statistical Model" in 122th Convention of Audio Engineering Society, pp.7023, 2007
16 International Conference Min-Seok Choi, Chang-Hyun Baik, Young-Cheol Park, Hong-Goo Kang "A Soft-Decision Adaptation Mode Controller for an Efficient Frequency-Domain Generalized Sidelobe Canceller" in ICASSP, 2007
15 International Conference Myung-Suk Song, Chang-Heon Lee, Hong-Goo Kang "Performance Analysis of Various Single Channel Speech Enhancement Algorithms for Automatic Speech Recognition" in INTERSPEECH, 2006
14 International Conference Chang-Heon Lee, Sung-Kyo Jung, Thomas Eriksson, Won-Suk Jun, Hong-Goo Kang "An Efficient Segment-Based Speech Compression Technique for Hand-Held TTS Systems" in INTERSPEECH, 2006
13 International Conference Yang-Won Jung, Hong-Goo Kang, Hyo Jin Kim, Seung Jong Choi "Adaptive Microphone Array with Self-Delay Estimator" in The Proceedings of The AES 29th International Conference, 2006