You are currently logged in as an
Institutional Subscriber.
If you would like to logout,
please click on the button below.
Home / Publications / E-library page
Only AES members and Institutional Journal Subscribers can download
The multi-stimulus test with hidden reference and anchor (MUSHRA) is a prevalent method for the subjective audio quality evaluation. Despite its popularity, the technique is not immune to biases. Empirical evidence indicates that the presence of labels (quality descriptors) equidistantly distributed along the rating scale may be the cause of its non-linear warping; however, other factors could evoke even stronger non-linear effects. This study aims to investigate the hypothesis that stimulus spacing bias may induce a greater magnitude of non-linear warping of the quality scale compared to that caused by the presence of labels. To this end, a group of more than 120 naive listeners participated in MUSHRA-compliant listening tests using labeled and unlabeled graphic scales. The audio excerpts, representing two highly skewed distributions of quality levels, were reproduced over headphones in an acoustically treated room. The findings of this study verify the postulated hypothesis and shed new light on the mechanisms biasing results of the MUSHRA-conformant listening tests.
Author (s): Balyka, Ihar;
Zielinski, Slawomir;
Affiliation:
(See document for exact affiliation information.)
AES Convention: 158
Paper Number:328
Publication Date:
2025-05-12
DOI:
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.

Balyka, Ihar; Zielinski, Slawomir; 2025; Exploring stimulus spacing bias in MUSHRA listening tests using labeled and unlabeled graphic scales [PDF]; ; Paper 328; Available from: https://aes.org/publications/elibrary-page/?id=22879
Balyka, Ihar; Zielinski, Slawomir; Exploring stimulus spacing bias in MUSHRA listening tests using labeled and unlabeled graphic scales [PDF]; ; Paper 328; 2025 Available: https://aes.org/publications/elibrary-page/?id=22879
@inproceedings{Balyka2025exploring,
title={{Exploring stimulus spacing bias in MUSHRA listening tests using labeled and unlabeled graphic scales}},
author={Balyka, Ihar and Zielinski, Slawomir},
year={2025},
month={may},
booktitle={Journal of the Audio Engineering Society},
publisher={},
number={328},
organization={AES},
}
Notifications