Design of speaker verification systems with the use of an algorithm of Dynamic Time Warping (DTW)

被引：3
|
作者：
Geppener V.V. [1 ]
Simonchik K.K. [1 ]
Haidar A.S. [1 ]
机构：
[1] St. Petersburg State Electrotechnical University, St. Petersburg, 197376
来源：
Pattern Recognition and Image Analysis | 2007年 / 17卷 / 4期
关键词：
Hide Markov Model; Speech Recognition; Dynamic Time Warping; Speaker Verification; Speech Characteristic;
D O I：
10.1134/S1054661807040050
中图分类号：
学科分类号：
摘要：
The problem of designing a system for speaker verification under the condition that the pronunciation of a phrase is nonuniform in time is considered. The DTW algorithm is studied as a method for smoothing a sequence of speech characteristics in time for improvement of the quality of further processing and making decision about verification. © 2007 Pleiades Publishing, Ltd.
引用
收藏
页码：470 / 479
页数：9
相关论文
共 50 条
  • [1] Improvement of Dynamic Time Warping (DTW) Algorithm
    Lou, Yuansheng
    Ao, Huanhuan
    Dong, Yuchao
    [J]. 14TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS FOR BUSINESS, ENGINEERING AND SCIENCE (DCABES 2015), 2015, : 384 - 387
  • [2] Quantized Dynamic Time Warping (DTW) algorithm
    Zaharia, Tiberius
    Segarceanu, Svetlana
    Cotescu, Marius
    Spataru, Alexandru
    [J]. PROCEEDINGS OF THE 2010 8TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS (COMM), 2010, : 91 - 94
  • [3] SPEAKER VERIFICATION USING THE DYNAMIC TIME WARPING
    Segarceanu, Svetlana
    Zaharia, Tiberius
    [J]. UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2013, 75 (01): : 179 - 194
  • [4] Speaker verification using the dynamic time warping
    Segarceanu, Svetlana
    Zaharia, Tiberius
    [J]. UPB Scientific Bulletin, Series C: Electrical Engineering, 2013, 75 (01): : 179 - 194
  • [5] Application of the dynamic time warping (DTW) algorithm in the trouble-diagnosis
    Li, ZQ
    Han, Y
    [J]. ICEMI'2003: PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOLS 1-3, 2003, : 1116 - 1118
  • [6] SM-DTW: Stability Modulated Dynamic Time Warping for signature verification
    Parziale, Antonio
    Diaz, Moises
    Ferrer, Miguel A.
    Marcelli, Angelo
    [J]. PATTERN RECOGNITION LETTERS, 2019, 121 : 113 - 122
  • [7] Comparison of DTW Score and Warping path for Text Dependent Speaker Verification System
    Das, Tushar K.
    Misra, Songhita
    Choudhury, Suman P.
    Sah, Dinesh K.
    Baruah, Ujwala
    Laskar, Rabul H.
    [J]. 2015 INTERNATIONAL CONFERENCED ON CIRCUITS, POWER AND COMPUTING TECHNOLOGIES (ICCPCT-2015), 2015,
  • [8] On the use of teager energy in speaker verification employing Dtw
    Pop, Petre G.
    Lupu, Eugen
    [J]. OPTIM 2004: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON OPTIMIZATION OF ELECTRICAL AND ELECTRONIC EQUIPMENT, VOL 4: APPLIED ELECTRONICS, ELECTRICAL ENGINEERING EDUCATION, 2004, : 159 - 162
  • [9] APPLICATION OF DYNAMIC TIME WARPING AND CEPSTROGRAMS TO TEXT-DEPENDENT SPEAKER VERIFICATION
    Kaczmarek, Andrzej
    Staworko, Michal
    [J]. SPA 2009: SIGNAL PROCESSING ALGORITHMS, ARCHITECTURES, ARRANGEMENTS, AND APPLICATIONS CONFERENCE PROCEEDINGS, 2009, : 169 - +
  • [10] Speech recognition using Dynamic Time Warping (DTW)
    Permanasari, Yurika
    Harahap, Erwin H.
    Ali, Erwin Prayoga
    [J]. 2ND INTERNATIONAL CONFERENCE ON APPLIED & INDUSTRIAL MATHEMATICS AND STATISTICS, 2019, 1366
12345