Computational models that capture the nonlinear processing of the inner ear have been prohibitively slow to use for most machine-hearing systems. A convolutional neural network model replicates hallmark features of cochlear signal processing, potentially enabling real-time applications.
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Carney, L.H. Speeding up machine hearing. Nat Mach Intell 3, 190–191 (2021). https://doi.org/10.1038/s42256-021-00317-y
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DOI: https://doi.org/10.1038/s42256-021-00317-y