New research, published in PLOS Computational Biology, offers insight into the neural underpinnings of musical timbre. Mounya Elhilali, of Johns Hopkins University and colleagues have used mathematical models based on experiments in both animals and humans to accurately predict sound source recognition and perceptual timbre judgments by human listeners.
A major contributor to our ability to analyze music and recognize instruments is the concept known as 'timbre'. Timbre is a hard-to-quantify concept loosely defined as everything in music that isn't duration, loudness or pitch. For instance, timbre comes into play when we are able to instantly decide whether a sound is coming from a violin or a piano.
The researchers at The John Hopkins University set out to develop a mathematical model that would simulate how the brain works when it receives auditory signals, how it looks for specific features and whether something is there that allows the brain to discern these different qualities.
The authors devised a computer model to accurately mimic how specific brain regions transform sounds into the nerve impulses that allow us to recognize the type of sounds we are listening to. The model was able to correctly identify which instrument was playing (out of a total of 13 instruments) to an accuracy rate of 98.7 percent.
The model mirrored how human listeners make judgment calls regarding timbre. The researchers asked 20 people to listen to two sounds played by different musical instruments. The listeners were then asked to rate how similar the sounds seemed. A violin and a cello are perceived as closer to each other than a violin and a flute. The researchers also found that wind and percussive instruments tend to overall be the most different from each other, followed by strings and percussions, then strings and winds. These subtle judgments of timbre quality were also reproduced by the computer model.
"There is much to be learned from how the human brain processes complex information such as musical timbre and translating this knowledge into improved computer systems and hearing technologies", Elhilali said.
Patil K, Pressnitzer D, Shamma S, Elhilali M (2012) Music in Our Ears: The Biological Bases of Musical Timbre Perception. PLoS Comput Biol 8(11):e1002759. doi:10.1371/journal.pcbi.1002759
Public Library of Science: http://www.plos.org
This press release was posted to serve as a topic for discussion. Please comment below. We try our best to only post press releases that are associated with peer reviewed scientific literature. Critical discussions of the research are appreciated. If you need help finding a link to the original article, please contact us on twitter or via e-mail.
From flying frogs to deep-sea squid, meet some of the other nosferatu of the animal kingdom
After 50 years of cutting-edge seafloor exploration, the Alvin submersible—renegade deep-sea explorer for the Woods Hole Oceanographic Institute—just got a long-deserved makeover. Alvin is the United States’ only deep-diving manned submersible used for science, so its upgrades will have a serious impact on the discoveries we can pull off in the deep.
Animals took so long to evolve and thrive on Earth because of incredibly low levels of oxygen during a period more than a billion years ago, scientists say.
By combining compounds in just the right mixture, researchers have worked out how to produce the olfactory equivalent of white noise
The pain that scratching causes soothes an itch – but only for a second. As soon as the brain's response to that pain kicks it, it ramps up the itch further
A man's lifelong fear of spiders vanished overnight with the removal of a part of his brain – it gives an insight into where and how our fears are stored
Scientists have been puzzling for years over why some people survive Ebola while many others perish. A new study provides strong evidence that individual genetic differences play a major role in whether people die from the disease.
Zookeepers are keeping an eye on the 120-pound giraffe calf, making sure he's getting all the nutrition he needs. He could make his first appearance in the feeding habitat as soon as next week.
Biologists are reporting signs of a possible zombie apocalypse. Well, at least for the honeybee population. A parasite that has been turning bees on the West Coast into zombie-like creatures has started infecting bees in the East, and biologists are still puzzled as to how it all works.
An innate ability some people have to manipulate their vocal frequency could be the key to sounding charismatic, according to new research.