• DocumentCode
    3602189
  • Title

    A Stereo Music Preprocessing Scheme for Cochlear Implant Users

  • Author

    Buyens, Wim ; van Dijk, Bas ; Wouters, Jan ; Moonen, Marc

  • Author_Institution
    Cochlear Technol. Centre Belgium, Mechelen, Belgium
  • Volume
    62
  • Issue
    10
  • fYear
    2015
  • Firstpage
    2434
  • Lastpage
    2442
  • Abstract
    Objective: Listening to music is still one of the more challenging aspects of using a cochlear implant (CI) for most users. Simple musical structures, a clear rhythm/beat, and lyrics that are easy to follow are among the top factors contributing to music appreciation for CI users. Modifying the audio mix of complex music potentially improves music enjoyment in CI users. Methods: A stereo music preprocessing scheme is described in which vocals, drums, and bass are emphasized based on the representation of the harmonic and the percussive components in the input spectrogram, combined with the spatial allocation of instruments in typical stereo recordings. The scheme is assessed with postlingually deafened CI subjects (N = 7) using pop/rock music excerpts with different complexity levels. Results: The scheme is capable of modifying relative instrument level settings, with the aim of improving music appreciation in CI users, and allows individual preference adjustments. The assessment with CI subjects confirms the preference for more emphasis on vocals, drums, and bass as offered by the preprocessing scheme, especially for songs with higher complexity. Conclusion: The stereo music preprocessing scheme has the potential to improve music enjoyment in CI users by modifying the audio mix in widespread (stereo) music recordings. Significance: Since music enjoyment in CI users is generally poor, this scheme can assist the music listening experience of CI users as a training or rehabilitation tool.
  • Keywords
    acoustic signal processing; cochlear implants; hearing; music; musical acoustics; audio mix modification; bass; beat; cochlear implant users; drums; harmonic representation; lyrics; patient rehabilitation tool; rhythm; stereo music preprocessing scheme; vocals; Cutoff frequency; Harmonic analysis; Instruments; Multiple signal classification; Music; Psychoacoustic models; Spectrogram; Cochlear implants (CIs); cochlear implants; music processing; sound separation;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2015.2428999
  • Filename
    7104130