Title :
Informed multiple-f0 estimation applied to monaural audio source separation
Author :
Fourer, Dominique ; Marchand, Sylvain
Author_Institution :
LaBRI, Univ. of Bordeaux 1, Bordeaux, France
Abstract :
This paper proposes a new informed source separation technique which combines music transcription with source separation. The presented system is based on a coder/decoder configuration where a classic (not informed) multiple-F0 estimation is applied on each separated source signal assumed known at the coder before the mixing process. Thus, the extra information required to recover the reference transcription of each isolated instrument is computed and inaudibly embedded into the mixture using a watermarking technique. At the decoder, where the original source signals are unknown, instruments are separated from the mixture using the informed transcription of each source signal. In this paper, we show that a classic (non-informed) F0 estimator can be used to reduce the amount of bits necessary to transmit the exact transcription of each isolated instrument.
Keywords :
audio coding; audio signal processing; audio watermarking; decoding; estimation theory; mixing; source separation; coder-decoder configuration; informed multiple-F0 estimation; informed source separation technique; mixing process; monaural audio source separation; music transcription; watermarking technique; Decoding; Encoding; Estimation; Harmonic analysis; Instruments; Source separation; Watermarking;
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
Conference_Location :
Bucharest
Print_ISBN :
978-1-4673-1068-0