Implement STFT Decomposition transformer (#19725)
Implement STFT Decomposition transformer.
Certain hardware does not support DXIL, and therefore existing operator
should be mapped to hardware supported functions.
Optimized convolution can be used to implement STFT.
---------
Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
