DocumentCode
3347259
Title
Watermarking sinusoidal audio representations by quantization index modulation in multiple frequencies
Author
Liu, Yi-Wen ; Smith, Julius O.
Author_Institution
Center for Comput. Res. in Music & Acoust., Stanford Univ., CA, USA
Volume
5
fYear
2004
fDate
17-21 May 2004
Abstract
The focus of the paper is to hide information in sinusoidal audio representations. Watermarks are embedded by introducing quantization index modulation (QIM) in frequencies of sinusoids. The frequency shifts due to QIM are controlled to be less than one-thirtieth Bark, which requires high accuracy in frequency estimation for watermark decoding. Therefore, the paper presents a hybrid multiple frequency estimator which consists of spectral interpolation followed by iterative square error minimization. The frequency estimator is tested in watermarking both computer generated sounds and actual recordings. The watermarks are intended to survive MP3 compression. Selected experiments are documented and discussed.
Keywords
audio coding; data encapsulation; decoding; frequency estimation; interpolation; iterative methods; minimisation; modulation; quantisation (signal); watermarking; MP3 compression; computer generated sounds; data hiding; frequency shift; iterative square error minimization; multiple frequency estimation; quantization index modulation; sinusoidal audio representations; spectral interpolation; watermark decoding; watermarking; Acoustic testing; Audio recording; Bit error rate; Frequency estimation; Frequency modulation; Interpolation; Iterative decoding; Maximum likelihood decoding; Quantization; Watermarking;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8484-9
Type
conf
DOI
10.1109/ICASSP.2004.1327125
Filename
1327125
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