Robust Speaker Verification Using GFCC Based i-Vectors

被引：19
|
作者：
Jeevan, Medikonda [1 ]
Dhingra, Atul [1 ]
Hanmandlu, M. [1 ]
Panigrahi, B. K. [1 ]
机构：
[1] Indian Inst Technol, New Delhi 110016, India
来源：
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SIGNAL, NETWORKS, COMPUTING, AND SYSTEMS (ICSNCS 2016), VOL 1 | 2017年 / 395卷
关键词：
Mel-frequency cepstral coefficient (MFCC); Gammatone frequency cepstral coefficient (GFCC); i-vector; RECOGNITION;
D O I：
10.1007/978-81-322-3592-7_9
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
This paper presents to ameliorate the performance of text-independent speaker recognition system in a noisy environment and cross-channel recordings of the utterances. In this paper presents the combination of Gammatone Frequency Cepstral Coefficients (GFCC) to handle noisy environment with i-vectors to handle the session variability. Experiments are evaluated on NIST-2003 database.
引用
收藏
页码：85 / 91
页数：7
相关论文
共 50 条
  • [1] Senone I-Vectors for Robust Speaker Verification
    Tan, Zhili
    Zhu, Yingke
    Mak, Man-Wai
    Mak, Brian Kan-Wing
    [J]. 2016 10TH INTERNATIONAL SYMPOSIUM ON CHINESE SPOKEN LANGUAGE PROCESSING (ISCSLP), 2016,
  • [2] Denoised Senone I-Vectors for Robust Speaker Verification
    Tan, Zhili
    Mak, Man-Wai
    Mak, Brian Kan-Wing
    Zhu, Yingke
    [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2018, 26 (04) : 820 - 830
  • [3] Emotional Speaker Verification Based on I-vectors
    Mackova, Lenka
    Cizmar, Anton
    [J]. 2014 5TH IEEE CONFERENCE ON COGNITIVE INFOCOMMUNICATIONS (COGINFOCOM), 2014, : 533 - 536
  • [4] Speaker Verification using Sparse Representations on Total Variability I-Vectors
    Li, Ming
    Zhang, Xiang
    Yan, Yonghong
    Narayanan, Shrikanth
    [J]. 12TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2011 (INTERSPEECH 2011), VOLS 1-5, 2011, : 2740 - +
  • [5] Multitaper MFCC and PLP features for speaker verification using i-vectors
    Alam, Md Jahangir
    Kinnunen, Tomi
    Kenny, Patrick
    Ouellet, Pierre
    O'Shaughnessy, Douglas
    [J]. SPEECH COMMUNICATION, 2013, 55 (02) : 237 - 251
  • [6] ROBUST SPEAKER RECOGNITION BASED ON DNN/I-VECTORS AND SPEECH SEPARATION
    Chang, Jorge
    Wang, DeLiang
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, : 5415 - 5419
  • [7] Evaluation of the Standard i-Vectors Based Speaker Verification Systems on Limited Data
    Curelaru, Florin
    [J]. 2018 12TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS (COMM), 2018, : 101 - 106
  • [8] Robust Speaker Verification using GFCC and Joint Factor Analysis
    Das, Pranab
    Bhattacharjee, Utpal
    [J]. 2014 INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT, 2014,
  • [9] An Investigation of Non-linear i-vectors for speaker verification
    Chen, Nanxin
    Villalba, Jesus
    Dehak, Najim
    [J]. 19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6: SPEECH RESEARCH FOR EMERGING MARKETS IN MULTILINGUAL SOCIETIES, 2018, : 87 - 91
  • [10] Speaker age estimation using i-vectors
    Bahari, Mohamad Hasan
    McLaren, Mitchell
    Hugo Van Hamme
    van Leeuwen, David A.
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2014, 34 : 99 - 108
12345