Title :
An Audio Information Hiding Algorithm Based on ICA
Author :
Wang, Rangding ; Li, Qian ; Yan, Diqun
Author_Institution :
CKC Software Lab., Ningbo Univ.
Abstract :
A novel audio information hiding technology combined with ICA (independent component analysis) and QIM (quantized index modulation) is proposed. ICA method is applied to audio signal processing to obtain the statistical independent sources as hiding channels. As ICA processing is sensitive to the only dividing matrix, security is guaranteed. A piece of meaningful speech signal is hidden in the carrier audio. Through analytic comparisons and experimental results, this algorithm is found to have a larger hiding capacity and a lower distortion to carrier audio, and also robust against a variety of common signal processing manipulations
Keywords :
audio signal processing; data encapsulation; independent component analysis; modulation; security of data; audio information hiding algorithm; audio signal processing; dividing matrix; independent component analysis; quantized index modulation; security; Algorithm design and analysis; Discrete cosine transforms; Discrete wavelet transforms; Distortion; Independent component analysis; Information security; Robustness; Signal analysis; Signal processing algorithms; Speech; ICA; QIM; information hiding; mutual information; nongaussianity;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1713161