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
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;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1327125