Speaker Identification and Verification from Audio Coded Speech in Matched and Mismatched Conditions

被引：6
|
作者：
Jiang, Tao [1 ]
Gao, Boyang [1 ]
Han, Jiqing [1 ]
机构：
[1] Harbin Inst Technol, Sch Comp Sci & Technol, Harbin 150006, Peoples R China
来源：
2009 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO 2009), VOLS 1-4 | 2009年
关键词：
MODELS;
D O I：
10.1109/ROBIO.2009.5420478
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We investigate the effect of audio coding on speaker identification and verification when training and testing conditions are matched and mismatched. Experiments use popular audio coding algorithms (Windows Media Audio 9.1, Advanced Audio Coding, MPEG Audio Layer III) and a speaker identification and verification system based on Gaussian mixture models. There is some loss in identification and verification performance for audio coding process without the change of sample rate, and a great loss when sample rate changes during audio coding process.
引用
收藏
页码：2199 / 2204
页数：6
相关论文
共 50 条
  • [21] A speech indexing system for recorded audio source based on speaker identification technique
    Pan, ZB
    Kotam, K
    Ohmi, T
    ADVANCES IN INTELLIGENT SYSTEMS: THEORY AND APPLICATIONS, 2000, 59 : 239 - 243
  • [22] Audio codec identification from coded and transcoded audios
    Hicsonmez, Samet
    Sencar, Husrev T.
    Avcibas, Ismail
    DIGITAL SIGNAL PROCESSING, 2013, 23 (05) : 1720 - 1730
  • [23] Speaker Recognition from Coded Speech Using Support Vector Machines
    Janicki, Artur
    Staroszczyk, Tomasz
    TEXT, SPEECH AND DIALOGUE, TSD 2011, 2011, 6836 : 291 - 298
  • [24] The use of speech and lip modalities for robust speaker verification under adverse conditions
    Wark, TJ
    Sridharan, S
    Chandran, V
    IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS, PROCEEDINGS VOL 1, 1999, : 812 - 816
  • [25] Use of speech and lip modalities for robust speaker verification under adverse conditions
    Queensland Univ of Technology, Brisbane
    Int Conf Multimedia Comput Syst Proc, (812-816):
  • [26] EFFECTIVENESS OF LINEAR PREDICTION CHARACTERISTICS OF SPEECH WAVE FOR AUTOMATIC SPEAKER IDENTIFICATION AND VERIFICATION
    ATAL, BS
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1974, 55 (06): : 1304 - 1312
  • [27] Acoustic analysis and feature transformation from neutral to whisper for speaker identification within whispered speech audio streams
    Fan, Xing
    Hansen, John H. L.
    SPEECH COMMUNICATION, 2013, 55 (01) : 119 - 134
  • [28] HILBERT ENVELOPE BASED FEATURES FOR ROBUST SPEAKER IDENTIFICATION UNDER REVERBERANT MISMATCHED CONDITIONS
    Sadjadi, Seyed Omid
    Hansen, John H. L.
    2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 5448 - 5451
  • [29] Speaker verification from mixture of speech and non-speech audio signals via using pole distribution of piecewise linear predictive coding coefficients
    Tagomori T.
    Tsuruda R.
    Matsuo K.
    Kurogi S.
    Journal of Ambient Intelligence and Humanized Computing, 2023, 14 (12) : 15585 - 15595
  • [30] Method of speech recognition and speaker identification using audio-visual of polish speech and hidden Markov models
    Kubanek, Mariusz
    BIOMETRICS, COMPUTER SECURITY SYSTEMS AND ARTIFICIAL INTELLIGENCE APPLICATIONS, 2006, : 45 - 55
12345