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36 changes: 29 additions & 7 deletions pyrato/edc.py
Original file line number Diff line number Diff line change
Expand Up @@ -298,7 +298,7 @@ def energy_decay_curve_truncation(
ch, :int(intersection_time_idx[ch])],
is_energy=True)

energy_decay_curve = _truncate_energy_decay_curve(
energy_decay_curve = _threshold_energy_decay_curve(
energy_decay_curve, trunc_levels)

if normalize:
Expand Down Expand Up @@ -597,7 +597,7 @@ def energy_decay_curve_chu(
psnr = dsp.peak_signal_to_noise_ratio(
data, noise_level, is_energy=is_energy)
trunc_levels = 10*np.log10((psnr)) - threshold
edc = truncate_energy_decay_curve(edc, trunc_levels)
edc = threshold_energy_decay_curve(edc, trunc_levels)

edc = edc.reshape(shape)

Expand Down Expand Up @@ -1135,7 +1135,23 @@ def intersection_time_lundeby(
return intersection_time, reverberation_time, noise_level


def _truncate_energy_decay_curve(energy_decay_curve, threshold_level):
def _threshold_energy_decay_curve(energy_decay_curve, threshold_level):
"""
Threshold an energy decay curve.

Parameters
----------
energy_decay_curve : array like
The energy decay curve
threshold_level : float
The threshold level in dB. The data below the threshold level are set
to ``numpy.nan`` values.

Returns
-------
energy_decay_curve : numpy.ndarray
The thresholded energy decay curve
"""

edc = np.atleast_2d(energy_decay_curve)
threshold_level = np.atleast_2d(threshold_level)
Expand All @@ -1148,18 +1164,24 @@ def _truncate_energy_decay_curve(energy_decay_curve, threshold_level):
return edc


def truncate_energy_decay_curve(energy_decay_curve, threshold):
"""Truncate an energy decay curve, discarding values below the threshold.
def threshold_energy_decay_curve(energy_decay_curve, threshold):
"""
Threshold an energy decay curve.

Parameters
----------
energy_decay_curve : pyfar.TimeData
The energy decay curve
threshold : float
The threshold level in dB. The data below the threshold level are set
to numpy.nan values.
to ``numpy.nan`` values.

Returns
-------
energy_decay_curve : pyfar.TimeData
The thresholded energy decay curve
"""
return pf.TimeData(
_truncate_energy_decay_curve(energy_decay_curve.time, threshold),
_threshold_energy_decay_curve(energy_decay_curve.time, threshold),
energy_decay_curve.times,
energy_decay_curve.comment)
8 changes: 4 additions & 4 deletions tests/test_edc_noise_handling.py
Original file line number Diff line number Diff line change
Expand Up @@ -263,7 +263,7 @@ def test_intersection_time_2D():
npt.assert_allclose(actual, expected)


def test_energy_decay_curve_threshold():
def test__threshold_energy_decay_curve():

t_60 = 1
m = -60/t_60
Expand All @@ -274,15 +274,15 @@ def test_energy_decay_curve_threshold():

edc_log = np.tile(edc_log, (2, 3, 1))

edc = enh._truncate_energy_decay_curve(10**(edc_log.copy()/10), 30)
edc = enh._threshold_energy_decay_curve(10**(edc_log.copy()/10), 30)

edc_ref = 10**(edc_log.copy()/10)
edc_ref[..., n_samples//2:] = np.nan

npt.assert_allclose(edc, edc_ref)


def test_truncate_energy_decay_curve():
def test_threshold_energy_decay_curve():
t_60 = 1
m = -60/t_60

Expand All @@ -293,7 +293,7 @@ def test_truncate_energy_decay_curve():
edc_log = np.tile(edc_log, (2, 3, 1))

edc = pf.TimeData(10**(edc_log.copy()/10), times)
edc_trunc = enh.truncate_energy_decay_curve(edc, 30)
edc_trunc = enh.threshold_energy_decay_curve(edc, 30)

edc_ref = 10**(edc_log.copy()/10)
edc_ref[..., n_samples//2:] = np.nan
Expand Down