aspcore.fouriertransform.convolve_euclidian_ft

aspcore.fouriertransform.convolve_euclidian_ft(freq_filter, time_signal)

Convolves every channel of input with every channel of the filter

Parameters:

• freq_filter (ndarray of shape (num_freq, f_1, f_2, ..., f_n)) – The filter. The first axis should correspond to frequency. Before it was transformed, it should have been padded with zeros equal to the length of the impulse response after the impulse response.

• time_signal (ndarray of shape (s_1, s_2, ..., s_n, num_samples)) – The signal. The last axis should correspond to time. Should be exactly twice as long as the impulse response of the filter.

Returns:

filtered_signal – The signal filtered through the frequency domain filter

Return type:

ndarray of shape (filter.shape[:-1], signal.shape[:-1], num_samples)