Title :
Performance of Philips Audio Fingerprinting Under Additive Noise
Author :
Balado, Félix ; Hurley, Neil J. ; McCarthy, Elizabeth P. ; Silvestre, Guénolé C M
Author_Institution :
Univ. Coll. Dublin
Abstract :
We present a theoretical analysis of the Philips audio fingerprinting method under Gaussian white noise distortion for correlated stationary Gaussian sources. Prior analyses were for white Gaussian sources, which do not model realistically real audio signals. Our approach relies on formulating the unquantized fingerprint as a quadratic form, which affords a systematic way to compute the model parameters. We provide closed-form analytical upper bounds for the probability of bit error of the hash, and we apply these expressions to real audio signals.
Keywords :
AWGN; audio signal processing; distortion; error statistics; Gaussian white noise distortion; Philips audio fingerprinting; additive noise; bit error probability; correlated stationary Gaussian sources; Additive noise; Educational institutions; Error analysis; Fingerprint recognition; Robustness; Signal analysis; Signal processing; Symmetric matrices; Upper bound; White noise; Audio fingerprinting; error analysis;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2007.366209