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Single-trial EEG-based classification reveals instrument-specific timbre perception via traditional machine learning classifiers

Many users of hearing aids report challenges when listening to music. In the future, it may be possible to develop hearing aids that monitor brain activity in real-time and adapt their output to the volitions of the user. In music, this could mean selectively amplifying the sound of the instrument t...

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Ngā kaituhi matua: P. Satkunarajah, S.D. Power, B.R. Zendel
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Elsevier 2026-08-01
Rangatū:NeuroImage
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Urunga tuihono:http://www.sciencedirect.com/science/article/pii/S1053811926003253
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