def forward_n(self, x):
        """DCT type II - reduction to size N."""
        assert self.N == x.shape[-1]
        raise NotImplementedError # Straightforward by inverting operations of DCT-II reduction
DCT type II - reduction to size N.
analyze/convnexts4nd/src/models/nn/dxt.py