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Cochleagrams Batch downsampling #3

@hamzakeurti

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@hamzakeurti

Let's x be the input signals batch, dimensions: [batch size, signals length]
No problem producing cochleagrams batch; resulting cochleagrams dimension: [batch size, bands number, cochleagrams length]

However when trying to resample using apply_envelope_downsample, it seems to not handle batches and to expect the input array to be a single cochleagram.

Also the error that may result from using a batch does not refer to this limitation, instead it gets ahead and considers the second dimension (number of bands in the case of a batch) to be the time dimension and fails when the number of sampling points is not integer.

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