Sorry, you need to enable JavaScript to visit this website.

Remixing Music for Hearing Aids Using Ensemble of Fine-Tuned Source Separators

Error message

  • The specified file temporary://file5pvBY7 could not be copied, because the destination directory is not properly configured. This may be caused by a problem with file or directory permissions. More information is available in the system log.
  • The specified file temporary://fileDk0F10 could not be copied, because the destination directory is not properly configured. This may be caused by a problem with file or directory permissions. More information is available in the system log.
  • The specified file temporary://fileOU6bEd could not be copied, because the destination directory is not properly configured. This may be caused by a problem with file or directory permissions. More information is available in the system log.
  • The specified file temporary://filezODEf7 could not be copied, because the destination directory is not properly configured. This may be caused by a problem with file or directory permissions. More information is available in the system log.
  • The specified file temporary://file9YP5Nb could not be copied, because the destination directory is not properly configured. This may be caused by a problem with file or directory permissions. More information is available in the system log.
  • The specified file temporary://filekOJXXG could not be copied, because the destination directory is not properly configured. This may be caused by a problem with file or directory permissions. More information is available in the system log.
  • The specified file temporary://fileAVK56B could not be copied, because the destination directory is not properly configured. This may be caused by a problem with file or directory permissions. More information is available in the system log.
  • The specified file temporary://file4q6oEg could not be copied, because the destination directory is not properly configured. This may be caused by a problem with file or directory permissions. More information is available in the system log.
  • The specified file temporary://fileDbF0GP could not be copied, because the destination directory is not properly configured. This may be caused by a problem with file or directory permissions. More information is available in the system log.
DOI:
10.60864/fk26-cq89
Citation Author(s):
Matthew Daly
Submitted by:
Matthew Daly
Last updated:
6 June 2024 - 10:24am
Document Type:
Presentation Slides
Document Year:
2024
Event:
IEEE ICASSP 2024
Presenters:
Matthew Daly
Paper Code:
GC-L9.5
Categories:
Source Separation and Signal Enhancement
 

This paper introduces our system submission for the Cadenza ICASSP 2024 Grand Challenge, which presents the problem of remixing and enhancing music for hearing aid users. Our system placed first in the challenge, achieving the best average Hearing-Aid Audio Quality Index (HAAQI) score on the evaluation data set. We describe the system, which uses an ensemble of deep learning music source separators that are fine tuned on the challenge data. We demonstrate the effectiveness of our system through the challenge results and analyze the importance of different system aspects through ablation studies.

up
0 users have voted:
CITE

QUESTIONS?