Title :
Estimating timing and channel distortion across related signals
Author :
Raffel, Colin ; Ellis, Daniel P. W.
Author_Institution :
Dept. of Electr. Eng., Columbia Univ., New York, NY, USA
Abstract :
We consider the situation where there are multiple audio signals whose relationship is of interest. If these signals have been differently captured, the otherwise similar signals may be distorted by fixed filtering and/or unsynchronized timebases. Examples include recordings of signals before and after radio transmission and different versions of musical mixes obtained from CDs and vinyl LPs. We present techniques for estimating and correcting timing and channel differences across related signals. Our approach is evaluated in the context of artificially manipulated speech utterances and two source separation tasks.
Keywords :
audio recording; audio signal processing; microphone arrays; signal reconstruction; source separation; CD; audio recording; audio signals; channel distortion; microphone arrays; musical mixes; optimization; radio transmission; signal reconstruction; signal recordings; speech utterances; two source separation tasks; unsynchronized timebases; vinyl LP; Acoustic distortion; Channel estimation; Instruments; Nonlinear distortion; Source separation; Speech; Timing; Audio Recording; Microphone Arrays; Optimization; Signal Reconstruction; Source Separation;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6853677