@inproceedings{4ef4dcb118c34fbf8abcfc33640099c4,
title = "Perceived audio quality for streaming stereo music",
abstract = "Users of audio-visual streaming services expect an ever increasing quality of experience. Channel bandwidth remains a bottleneck commonly addressed with lossy compression schemes for both the video and audio streams. Anecdotal evidence suggests a strongly perceived link between bit rate and quality. This paper presents three audio quality listening experiments using the ITU MUSHRA methodology to assess a number of audio codecs typically used by streaming services. They were assessed for a range of bit rates using three presentation modes: consumer and studio quality headphones and loudspeakers. Our results indicate that with consumer quality headphones, listeners were not differentiating between codecs with bit rates greater than 48 kb/s (p>=0.228). For studio quality headphones and loudspeakers aac-lc at 128 kb/s and higher was differentiated over other codecs (p<=0.001). The results provide insights into quality of experience that will guide future development of objective audio quality metrics.",
keywords = "Audio codec, Audio quality, MUSHRA, YouTube",
author = "Andrew Hines and Jan Skoglund and Eoin Gillen and Anil Kokaram and Damien Kelly and Naomi Harte",
year = "2014",
month = nov,
day = "3",
doi = "10.1145/2647868.2655025",
language = "English",
series = "MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia",
publisher = "Association for Computing Machinery",
pages = "1173--1176",
booktitle = "MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia",
address = "United States",
note = "2014 ACM Conference on Multimedia, MM 2014 ; Conference date: 03-11-2014 Through 07-11-2014",
}