import torch def convert_frequencies_to_mels(f: torch.Tensor) -> torch.Tensor: """ Convert f hertz to m mels https://en.wikipedia.org/wiki/Mel_scale#Formula """ return 2595.0 * torch.log10(1.0 + f / 700.0) def convert_mels_to_frequencies(m: torch.Tensor) -> torch.Tensor: """ Convert m mels to f hertz https://en.wikipedia.org/wiki/Mel_scale#History_and_other_formulas """ return 700.0 * (10 ** (m / 2595.0) - 1.0)