pyFDN.flamo_freq_response#

pyFDN.flamo_freq_response(model, fs=48000, identity=False)[source]#

Return a FLAMO model’s (complex) frequency response as a NumPy array.

The NumPy-facing counterpart of FLAMO’s model.get_freq_response() and the frequency-domain sibling of flamo_time_response(). It detaches the returned tensor from any autograd graph, transfers it to CPU memory, and preserves its shape and (complex) dtype. Take np.abs(...) for the magnitude response, np.angle(...) for the phase.

get_freq_response evaluates over nfft DFT bins by temporarily swapping the model’s input/output layers to FFT and restoring them before returning, so this is side-effect-free regardless of the model’s current output layer.

Parameters:

model – FLAMO model exposing get_freq_response (e.g. a Shell).
fs (int) – Sampling frequency passed to FLAMO.
identity (bool) – Whether to request FLAMO’s input-free identity response.

Returns:

Complex frequency response with the same shape and numeric dtype as FLAMO’s tensor.

Return type:

np.ndarray