aspcol.soundfieldestimation_jax

Functions

calculate_psi(pos, dir_coeffs, wave_num, ...)
est_ki_freq(p_freq, pos, pos_eval, wave_num, ...)	Estimates the RIR in the frequency domain using kernel interpolation
est_ki_freq_rff(p_freq, pos, pos_eval, ...)	Estimates the RIR in the frequency domain using random Fourier features
estimate_from_regressor(regressor, pos, ...)	Takes the regressor from inf_dimensional_shd_dynamic, and gives back a sound field estimate.
inf_dimensional_shd_dynamic(p, pos, ...[, ...])	Estimates the RIR at evaluation positions using data from a moving microphone using Bayesian inference of an infinite sequence of spherical harmonics
krr_moving_mic_diffuse(p, pos, pos_eval, ...)	Estimates the RIR at evaluation positions using data from a moving omnidirectional microphone
krr_moving_mic_directional(p, pos, pos_eval, ...)	Estimates the RIR at evaluation positions using data from a moving omnidirectional microphone
krr_moving_mic_rff(p, pos, pos_eval, ...[, ...])	Sound field estimation with moving microphone using KRR with random Fourier features
krr_stationary_mics(ir_mic, pos_mic, ...[, ...])	Estimates the impulse responses at the evaluation points using kernel ridge regression.
krr_stationary_mics_directional_vonmises(...)	Estimates the impulse responses at the evaluation points using kernel ridge regression.
krr_stationary_mics_envelope_regularized(...)	Estimates the impulse responses at the evaluation points using kernel ridge regression.
krr_stationary_mics_envelope_regularized_changedip(...)	Estimates the impulse responses at the evaluation points using kernel ridge regression.
krr_stationary_mics_frequency_weighted(...)	Estimates the impulse responses at the evaluation points using kernel ridge regression.
reconstruct_diffuse(pos_eval, pos_mic, ...)	pos_eval : np.ndarray of shape (num_eval, 3)
reconstruct_directional_vonmises(pos_eval, ...)	pos_eval : np.ndarray of shape (num_eval, 3)
reconstruct_from_kernel(gamma_eval, krr_params)	Reconstructs the sound field using an already calculated kernel matrix.
reconstruct_krr_moving_mic_diffuse(...[, ...])	Takes the regressor from inf_dimensional_shd_dynamic, and gives back a sound field estimate.
reconstruct_krr_moving_mic_directional(...)	Takes the KRR parameters, and gives back a sound field estimate.
reconstruct_moving_mic_rff(params, pos_eval, ...)

Classes

partial

partial(func, *args, **keywords) - new function with partial application of the given arguments and keywords.