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New model can localize sounds in the real world

The human brain is finely tuned not only to recognize particular sounds, but also to determine which direction they came from. By comparing differences in sounds that reach the right and left ear, the brain can estimate the location of a barking dog, wailing fire engine, or approaching car. ....

Josh Mcdermott , Andrew Francl , Emily Henderson , Mcgovern Institute For Brain Research , National Science Foundation , National Institute On Deafness , Govern Institute , Nature Human , National Institute ,

Where did that sound come from?

MIT neuroscientists developed a computer model that can localize sounds. The model, which consists of several convolutional neural networks, not only performs the task as well as humans do, it also struggles in the same ways that humans do when the task is made more difficult by adding echoes or multiple sounds. ....

Josh Mcdermott , Andrew Francl , Mcgovern Institute For Brain Research , National Science Foundation , National Institute On Deafness , Govern Institute , Nature Human , National Institute , Sound Localization , Convolutional Neural Networks , Josh Mcdermott , Andrew Francl ,