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Paper Abstract and Keywords
Presentation 2013-07-18 15:40
Study on Speech Watermarking Based on Modifications to LSFs for Tampering Detection
Shengbei Wang, Masashi Unoki (JAIST) ISEC2013-32 SITE2013-27 ICSS2013-37 EMM2013-34
Abstract (in Japanese) (See Japanese page) 
(in English) Digital watermarking for speech signals can effectively protect speech signals from malicious tampering. This paper proposes a tampering detection approach based on speech watermarking of modifications to line spectral frequencies (LSFs). Watermarks are embedded into LSFs that derived from linear prediction (LP) analysis with dither modulation-quantization index modulation (DM-QIM). We evaluated the proposed approach with inaudibility, robustness, and fragility. The results indicated that the proposed approach for tampering detection with minor modifications to LSFs not only enabled the watermarks to be inaudible but also achieved good balance between robustness against meaningful processing and fragility against tampering.
Keyword (in Japanese) (See Japanese page) 
(in English) Speech watermarking / tampering detection / LSFs / DM-QIM / robustness / fragility / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 138, EMM2013-34, pp. 233-238, July 2013.
Paper # EMM2013-34 
Date of Issue 2013-07-11 (ISEC, SITE, ICSS, EMM) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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Download PDF ISEC2013-32 SITE2013-27 ICSS2013-37 EMM2013-34

Conference Information
Committee EMM ISEC SITE ICSS IPSJ-CSEC IPSJ-SPT  
Conference Date 2013-07-18 - 2013-07-19 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English) Security 
Paper Information
Registration To EMM 
Conference Code 2013-07-EMM-ISEC-SITE-ICSS-CSEC-SPT 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Study on Speech Watermarking Based on Modifications to LSFs for Tampering Detection 
Sub Title (in English)  
Keyword(1) Speech watermarking  
Keyword(2) tampering detection  
Keyword(3) LSFs  
Keyword(4) DM-QIM  
Keyword(5) robustness  
Keyword(6) fragility  
Keyword(7)  
Keyword(8)  
1st Author's Name Shengbei Wang  
1st Author's Affiliation Japan Advanced Institute of Science and Technology (JAIST)
2nd Author's Name Masashi Unoki  
2nd Author's Affiliation Japan Advanced Institute of Science and Technology (JAIST)
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Speaker Author-1 
Date Time 2013-07-18 15:40:00 
Presentation Time 25 minutes 
Registration for EMM 
Paper # ISEC2013-32, SITE2013-27, ICSS2013-37, EMM2013-34 
Volume (vol) vol.113 
Number (no) no.135(ISEC), no.136(SITE), no.137(ICSS), no.138(EMM) 
Page pp.233-238 
#Pages
Date of Issue 2013-07-11 (ISEC, SITE, ICSS, EMM) 


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