Verified mel spectrograms in winml sample against pytorch#400

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Commits on Jul 8, 2021

Refactor and resampling via convolution
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Commits on Jul 22, 2021

Remove transpose and flip for verification with pytorch
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Commits on Jul 23, 2021

Code cleanup and updated preprocessing .onnx models
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