17527ace86a95937c66a71e2cd1f3e2ef088684b,nnmnkwii/preprocess/alignment.py,IterativeDTWAligner,transform,#IterativeDTWAligner#Any#,45

Before Change

            for idx in range(len(Xc)):
                x = trim_zeros_frames(Xc[idx])
                Xc[idx][:len(x)] = np.apply_along_axis(paramgen.transform, 1, x)

        // Finally we can get aligned X
        for idx in range(len(X_aligned)):
            x = X[idx][refined_paths[idx]]

After Change

            XY = np.concatenate((X_aligned, Y_aligned),
                                axis=-1).reshape(-1, X.shape[-1] * 2)
            gmm.fit(XY)
            paramgen = MLParameterGeneration(gmm, X.shape[-1])
            for idx in range(len(Xc)):
                x = trim_zeros_frames(Xc[idx])
                Xc[idx][:len(x)] = paramgen.transform(x)

Instances