Title :
A watermarking-based method for single-channel audio source separation
Author :
Parvaix, Mathieu ; Girin, Laurent ; Brossier, Jean-Marc
Author_Institution :
Grenoble Lab. of Images, Speech, Signal & Autom., Grenoble Inst. of Technol., Grenoble
Abstract :
In this paper, we address the issue of audio source separation with a single channel, i.e. the estimation of source signals from a single mixture of these signals. This problem is addressed with a specific configuration: source signals are assumed to be available before the mix is processed. We propose an original method that uses a watermarking technique to embed information about the source signals into the mix signal. Extracting this watermark enables an end-user who has no access to the original sources to separate these signals from their mixture. Thereby several instruments or voice signals can be segregated from a single piece of music to enable post-mixing processing such as volume control.
Keywords :
audio coding; source separation; watermarking; music; post-mixing processing; single-channel audio source separation; single-channel mixture; voice signal segregation; watermarking technique; Audio systems; Automation; Data mining; Decoding; Instruments; Multiple signal classification; Signal processing; Source separation; Speech; Watermarking; audio system; source separation; speech processing; watermarking;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-2353-8
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2009.4959530