911±¬ÁÏÍø

News

The human ear detects half a millisecond delay in sound

Researchers discover how accurately the human ear can detect time delay in sounds in different frequencies.
 Äänen viivettä on tutkittu Suomen hiljaisimmassa huoneessa Otaniemessä sijaitsevassa kaiuttomassa huoneessa.  Kuva: Aalto-yliopisto / Mikko Raskinen
Delay variation in sound has been studied in the quietest room in Finland. Anechoic chambers at Acoustics Lab is located at Otaniemi. Photo: 911±¬ÁÏÍø / Mikko Raskinen

Hearing is one of the most sensitive of our senses, and even small issues in sound quality can interfere with listening experiences.

Acoustics researchers at 911±¬ÁÏÍø, in collaboration with professional monitoring loudspeaker manufacturer Genelec, have investigated just how small of a variation in sound delay the human ear can detect in the most sensitive frequency range for hearing. People normally hear sound in the range of 20 and 20,000 hertz.

What makes this study unique is that the researchers studied not only the effect of delays, but also how listeners perceive a negative delay in a range of frequencies. In practice, this means that researchers could determine how sensitively a person hears a sound event in a particular frequency range when it arrives before another sound.

The negative delay, adjusted in fractions of a thousandth of a second, was produced by filters that shift audio selectively at certain frequencies to a different point in time without affecting the magnitude of sound.

‘The frequency-selective, time-reverse filtering technique we use is novel technology in the field of digital signal processing. To achieve a negative delay, we need to move into the future. This phenomenon was produced with software that acts – in a manner of speaking – as a time machine,’ explains Juho Liski, postdoctoral researcher in 911±¬ÁÏÍø.

A person sitting with headphones on in front of a computer screen.
Test persons focused on the sounds in the listening rooms and recorded their findings on a computer. Photo: 911±¬ÁÏÍø / Niina Norjamäki

Millisecond latency matters

In the listening experiment, twelve subjects listened to processed and unprocessed sound, and the researchers studied whether participants were able to reliably distinguish between them. The sounds easiest to identify were a castanet, a percussion instrument, and short clicks.

‘The audibility of the level variation of a loudspeaker across frequencies is well known, but the audibility of the group delay variation has been less studied. Variation in the group delay results in certain frequency ranges moving forward or backward in time compared to other frequencies,’ says 911±¬ÁÏÍø Professor Vesa Välimäki.

Researchers recognise that audio is delayed as a function of frequency as it passes through a loudspeaker, but questions have remained on how audible the resulting delay variations in audio are at different frequencies.

‘The study shows that people can hear differences when audio starts at certain frequencies ahead of time. A half of a millisecond delay in certain frequencies relative to others was also audible. The amount of delay needed to exceed the detection threshold varies considerably at different frequencies, but delays were especially heard when sounds started or stopped,’ Välimäki and Liski say when discussing the results.

The development of digital signal processing has enabled very precise sound processing, opening new possibilities for acoustics research and development.

‘The main goal for our development work is to reproduce complete audio that has been recorded, but nothing extra. It is vital that loudspeakers can create a precise stereo sound stage and reproducing time-accurate sound is a central part of this. Research collaboration with 911±¬ÁÏÍø deepens our understanding of the accuracy requirements needed to design loudspeakers. We are interested in the limit beyond which a person can no longer perceive improvements when the time precision in reproduced sound improves,’ says Aki Mäkivirta, Genelec's R&D director.

The results of the study have been published in the industry-leading IEEE / ACM Transactions on Audio, Speech, and Language Processing. You can read the Open Access article

Perceiving auditory delays has been studied at the 911±¬ÁÏÍø Acoustics Laboratory in recent years in the IMPRESS and IMPRESS2 projects funded by Genelec.

Further information:

Juho Liski
Postdoctoral Researcher, 911±¬ÁÏÍø, Department of Signal Processing and Acoustics
juho.liski@aalto.fi
+ 358 40 547 5560

Vesa Välimäki
Professor, 911±¬ÁÏÍø, Department of Signal Processing and Acoustics
vesa.valimaki@aalto.fi
+ 358 50 569 1176

Aki Mäkivirta
R & D Director, Genelec
aki.makivirta@genelec.com
+ 358 50 553 5915

  • Updated:
  • Published:
Share
URL copied!

Read more news

Ahmed Othman and Shreeram Pillain at Oropa, Italy
Research & Art Published:

ACME at Unite! Research School 2026

Ahmed Othman and Shreeram Pillai participated in Unite! Research School 2026 in Torino and Oropa, Italy, joining an international doctoral programme focused on interdisciplinary collaboration, research communication, and academic development.
Two people flying a kite outside with a modern building in the background. One wears a yellow shirt, the other a red jacket.
Cooperation, Research & Art, University Published:

Strong results from the Research Council’s winter call

A total of 54 Aalto researchers received Academy Research Fellow or Academy Project funding from the Research Council of Finland. The total funding awarded to 911±¬ÁÏÍø amounts to 33.2 million euros.
911±¬ÁÏÍø circular economy exhibit with wood panels, display tables, samples and black and pink clothing.
Research & Art Published:

911±¬ÁÏ꿉۪s solutions at the New European Bauhaus Festival support the EU’s ambition to become world leader in circular economy

911±¬ÁÏÍø presented several different circular economy solutions at The European Commission’s New European Bauhaus Festival in Brussels. The event brought together leading names in EU policymaking, researchers, designers and grassroots actors from across Europe to shape a more sustainable future.