- torchaudio.functional.linear_fbanks(n_freqs: int, f_min: float, f_max: float, n_filter: int, sample_rate: int) Tensor [source]¶
Creates a linear triangular filterbank.
For the sake of the numerical compatibility with librosa, not all the coefficients in the resulting filter bank has magnitude of 1.
Triangular filter banks (fb matrix) of size (
n_filter) meaning number of frequencies to highlight/apply to x the number of filterbanks. Each column is a filterbank so that assuming there is a matrix A of size (…,
n_freqs), the applied result would be
A * linear_fbanks(A.size(-1), ...).
- Return type: