Home / Publications / E-library page
Only AES members and Institutional Journal Subscribers can download
Music remixing is difficult when the original multitrack recording is not available. One solution is to estimate the elements of a mixture using source separation. However, existing techniques suffer from imperfect separation and perceptible artifacts on single separated sources. To investigate their influence on a remix, five state-of-the-art source separation algorithms were used to remix six songs by increasing the level of the vocals. A listening test was conducted to assess the remixes in terms of loudness balance and sound quality. The results show that some source separation algorithms are able to increase the level of the vocals by up to 6 dB at the cost of introducing a small but perceptible degradation in sound quality.
Author (s): Wierstorf, Hagen; Ward, Dominic; Mason, Russell; Grais, Emad M.; Hummersone, Chris; Plumbley, Mark D.
Affiliation:
University of Surrey, Guildford, Surrey, UK; Creative Tech (UK) Limited, Staines-upon-Thames, UK
(See document for exact affiliation information.)
AES Convention: 143
Paper Number:9880
Publication Date:
2017-10-06
Import into BibTeX
Session subject:
Perception—Part 3
Permalink: https://aes2.org/publications/elibrary-page/?id=19277
(189KB)
Click to purchase paper as a non-member or login as an AES member. If your company or school subscribes to the E-Library then switch to the institutional version. If you are not an AES member Join the AES. If you need to check your member status, login to the Member Portal.
Wierstorf, Hagen; Ward, Dominic; Mason, Russell; Grais, Emad M.; Hummersone, Chris; Plumbley, Mark D.; 2017; Perceptual Evaluation of Source Separation for Remixing Music [PDF]; University of Surrey, Guildford, Surrey, UK; Creative Tech (UK) Limited, Staines-upon-Thames, UK; Paper 9880; Available from: https://aes2.org/publications/elibrary-page/?id=19277
Wierstorf, Hagen; Ward, Dominic; Mason, Russell; Grais, Emad M.; Hummersone, Chris; Plumbley, Mark D.; Perceptual Evaluation of Source Separation for Remixing Music [PDF]; University of Surrey, Guildford, Surrey, UK; Creative Tech (UK) Limited, Staines-upon-Thames, UK; Paper 9880; 2017 Available: https://aes2.org/publications/elibrary-page/?id=19277
@article{wierstorf2017perceptual,
author={wierstorf hagen and ward dominic and mason russell and grais emad m. and hummersone chris and plumbley mark d.},
journal={journal of the audio engineering society},
title={perceptual evaluation of source separation for remixing music},
year={2017},
number={9880},
month={october},}