Speaker Verification Performance Evaluation Based on Open Source Speech Processing Software and TIMIT Speech Corpus

被引：0
作者：
Klosowski, Piotr [1 ]
Dustor, Adam [1 ]
Izydorczyk, Jacek [1 ]
机构：
[1] Silesian Tech Univ, Inst Elect, PL-44100 Gliwice, Poland
来源：
COMPUTER NETWORKS, CN 2015 | 2015年 / 522卷
关键词：
Speaker recognition; Speaker verification; Speech processing; Open source software; Speech corpus;
D O I：
10.1007/978-3-319-19419-6_38
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Creating of speaker recognition application requires advanced speech processing techniques realized by specialized speech processing software. It is very possible to improve the speaker recognition research by using speech processing platform based on open source software. The article presents the example of using open source speech processing software to perform speaker verification experiments designed to test various speaker recognition models based on different scenarios. Speaker verification efficiency was evaluated for each scenario using TIMIT speech corpus distributed by Linguistic Data Consortium. The experiment results allowed to compare and select the best scenario to build speaker model for speaker verification application.
引用
收藏
页码：400 / 409
页数：10
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