Maps z to c as a random process. i.e. this models the function W(z) = {c_1, c_2, c_3...}

1D Fourier features, excluding cosine features (only includes sine features).

Wrapper class to run inference on HuBERT model. Helps extract features for a given audio file.

Maps z to c as a random variable. i.e. this models the function W(z) = c

Synthesis input module adapted from StyleGAN3 paper