Discriminative training for speaker identification

被引：1

作者：

Hong, QY ^{[1
]}

Kwong, S ^{[1
]}

机构：

[1] City Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R China

来源：

ELECTRONICS LETTERS | 2004年 / 40卷 / 04期

关键词：

D O I：

10.1049/el:20040149

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Maximum model distance training is applied to speaker identification and a new selection strategy of competitive speakers is proposed. It utilises the training data more efficiently than the maximum-likelihood method. Experimental results have demonstrated that a good identification performance can be obtained even when the training data is limited.

引用

页码：280 / 281

页数：2

共 50 条

[31] Discriminative training techniques for acoustic language identification [J].

Burget, Lukas ;

Matejka, Pavel ;

Cernocky, Jan .

2006 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-13, 2006, :209-212

[32] Maximum Model Distance Discriminative Training for Text-Independent Speaker Verification [J].

Hong, Q. Y. ;

Kwong, S. .

IECON 2004: 30TH ANNUAL CONFERENCE OF IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOL 2, 2004, :1769-1774

[33] A STUDY ON SPEAKER ADAPTATION FOR MANDARINE SYLLABLE RECOGNITION WITH MINIMUM ERROR DISCRIMINATIVE TRAINING [J].

LIN, CH ;

WU, CH ;

CHANG, PC .

IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 1995, E78D (06) :712-718

[34] Speaker identification in mismatch training and testing conditions [J].

Alonso-Martínez, C ;

Faúndez-Zanuy, M .

2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I-VI, 2000, :1181-1184

[35] Dysarthric speaker identification with constrained training durations [J].

Chaiani, Mounira ;

Bengherabi, Messaoud ;

Selouani, Sid Ahmed ;

Boudraa, Malika .

2018 INTERNATIONAL CONFERENCE ON SIGNAL, IMAGE, VISION AND THEIR APPLICATIONS (SIVA), 2018,

[36] Discriminative Adaptation for Speaker Verification [J].

Longworth, C. ;

Gales, M. J. F. .

INTERSPEECH 2006 AND 9TH INTERNATIONAL CONFERENCE ON SPOKEN LANGUAGE PROCESSING, VOLS 1-5, 2006, :1467-1470

[37] DISCRIMINATIVE AUTOENCODERS FOR SPEAKER VERIFICATION [J].

Lee, Hung-Shin ;

Lu, Yu-Ding ;

Hsu, Chin-Cheng ;

Tsao, Yu ;

Wang, Hsin-Min ;

Leng, Shyh-Kang .

2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, :5375-5379

[38] Discriminative adaptation for speaker verification [J].

Korkmazskiy, F ;

Juang, BH .

ICSLP 96 - FOURTH INTERNATIONAL CONFERENCE ON SPOKEN LANGUAGE PROCESSING, PROCEEDINGS, VOLS 1-4, 1996, :1744-1747

[39] Speaker identification using discriminative centroids weighting - A growing cell structure approach [J].

Sabac, B ;

Gavat, I .

TEXT, SPEECH AND DIALOGUE, 1999, 1692 :171-174

[40] Speaker identification using discriminative feature selection - a growing neural gas approach [J].

Sabac, B ;

Gavat, I .

NEUREL 2000: PROCEEDINGS OF THE 5TH SEMINAR ON NEURAL NETWORK APPLICATIONS IN ELECTRICAL ENGINEERING, 2000, :105-108

← 1 2 3 4 5 →