• DocumentCode
    1851753
  • 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
  • fYear
    2012
  • fDate
    27-31 Aug. 2012
  • Firstpage
    2158
  • Lastpage
    2162
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
  • Conference_Location
    Bucharest
  • ISSN
    2219-5491
  • Print_ISBN
    978-1-4673-1068-0
  • Type

    conf

  • Filename
    6334049