Title :
Speech Watermarking for Analog Flat-Fading Bandpass Channels
Author :
Hofbauer, Konrad ; Kubin, Gernot ; Kleijn, W. Bastiaan
Author_Institution :
Graz Univ. of Technol., Graz, Austria
Abstract :
We present a blind speech watermarking algorithm that embeds the watermark data in the phase of non-voiced speech by replacing the excitation signal of an autoregressive speech signal representation. The watermark signal is embedded in a frequency subband, which facilitates robustness against bandpass filtering channels. We derive several sets of pulse shapes that prevent intersymbol interference and that allow the passband watermark signal to be created by simple filtering. A marker-based synchronization scheme robustly detects the location of the embedded watermark data without the occurrence of insertions or deletions. In light of a potential application to analog aeronautical voice radio communication, we present experimental results for embedding a watermark in narrowband speech at a bit-rate of 450 bit/s. The recursive least-squares (RLS) equalization-based watermark detector not only compensates for the vocal tract filtering, but also recovers the watermark data in the presence of nonlinear phase and bandpass filtering, amplitude modulation, and additive white Gaussian noise (AWGN), making the watermarking scheme highly robust.
Keywords :
AWGN channels; amplitude modulation; autoregressive processes; band-pass filters; blind equalisers; fading channels; intersymbol interference; least squares approximations; signal representation; speech coding; synchronisation; voice communication; AWGN; additive white Gaussian noise; amplitude modulation; analog aeronautical voice radio communication; analog flat-fading bandpass channel; autoregressive speech signal representation; blind speech watermarking algorithm; intersymbol interference; marker-based synchronization scheme; recursive least-square equalization; robustness; AWGN; Band pass filters; Filtering; Frequency; Pulse shaping methods; Robustness; Shape; Signal representations; Speech; Watermarking; Data hiding; digital watermarking; filter channel; speech processing; speech watermarking; watermark synchronization;
Journal_Title :
Audio, Speech, and Language Processing, IEEE Transactions on
DOI :
10.1109/TASL.2009.2021543