def filter_4(input):
import numpy as np
output = np.zeros(input.shape, dtype=np.float64)
infilter = DoubleInPointerFilter(input, False)
infilter.input_sampling_rate = 48000
overfilter = DoubleOversampling6points5order_4Filter()
overfilter.input_sampling_rate = 48000
overfilter.output_sampling_rate = 48000 * 4
overfilter.set_input_port(0, infilter, 0)
overdrivefilter = DoubleLeachTriodeFilter.build_standard_filter()
overdrivefilter.input_sampling_rate = 48000 * 4
overdrivefilter.set_input_port(0, overfilter, 0)
lowpassfilter = DoubleButterworthLowPassFilter()
lowpassfilter.input_sampling_rate = 48000 * 4
lowpassfilter.cut_frequency = 48000
lowpassfilter.order = 5
lowpassfilter.set_input_port(0, overdrivefilter, 0)
decimationfilter = DoubleDecimationFilter(1)
decimationfilter.input_sampling_rate = 48000 * 4
decimationfilter.output_sampling_rate = 48000
decimationfilter.set_input_port(0, lowpassfilter, 0)
outfilter = DoubleOutPointerFilter(output, False)
outfilter.input_sampling_rate = 48000
outfilter.set_input_port(0, decimationfilter, 0)
outfilter.process(input.shape[1])
return output
def filter_4(input): import numpy as np output = np.zeros(input.shape, dtype=np.float64) infilter = DoubleInPointerFilter(input, False) infilter.input_sampling_rate = 48000 overfilter = DoubleOversampling6points5order_4Filter() overfilter.input_sampling_rate = 48000 overfilter.output_sampling_rate = 48000 * 4 overfilter.set_input_port(0, infilter, 0) overdrivefilter = DoubleEnhancedKorenTriodeFilter.build_standard_filter() overdrivefilter.input_sampling_rate = 48000 * 4 overdrivefilter.set_input_port(0, overfilter, 0) lowpassfilter = DoubleButterworthLowPassFilter() lowpassfilter.input_sampling_rate = 48000 * 4 lowpassfilter.cut_frequency = 48000 lowpassfilter.order = 5 lowpassfilter.set_input_port(0, overdrivefilter, 0) decimationfilter = DoubleDecimationFilter(1) decimationfilter.input_sampling_rate = 48000 * 4 decimationfilter.output_sampling_rate = 48000 decimationfilter.set_input_port(0, lowpassfilter, 0) outfilter = DoubleOutPointerFilter(output, False) outfilter.input_sampling_rate = 48000 outfilter.set_input_port(0, decimationfilter, 0) outfilter.process(input.shape[1]) return output
def filter_4(input): import numpy as np output = np.zeros(input.shape, dtype=np.float64) inputfilter = DoubleInPointerFilter(input, False) inputfilter.input_sampling_rate = sample_rate overfilter = DoubleOversampling6points5order_4Filter() overfilter.input_sampling_rate = sample_rate overfilter.output_sampling_rate = sample_rate * 4 overfilter.set_input_port(0, inputfilter, 0) overdrivefilter = DoubleSD1OverdriveFilter() overdrivefilter.input_sampling_rate = sample_rate * 4 overdrivefilter.set_input_port(0, overfilter, 0) overdrivefilter.drive = 0.9 lowpassfilter = DoubleButterworthLowPassFilter() lowpassfilter.input_sampling_rate = sample_rate * 4 lowpassfilter.cut_frequency = sample_rate lowpassfilter.order = 5 lowpassfilter.set_input_port(0, overdrivefilter, 0) decimationfilter = DoubleDecimationFilter(1) decimationfilter.input_sampling_rate = sample_rate * 4 decimationfilter.output_sampling_rate = sample_rate decimationfilter.set_input_port(0, lowpassfilter, 0) outfilter = DoubleOutPointerFilter(output, False) outfilter.input_sampling_rate = sample_rate outfilter.set_input_port(0, decimationfilter, 0) outfilter.process(input.shape[1]) return output
def filter_4(input): import numpy as np output = np.zeros(input.shape, dtype=np.float64) inputfilter = DoubleInPointerFilter(input, False) inputfilter.input_sampling_rate = sample_rate overfilter = DoubleOversampling6points5order_4Filter() overfilter.input_sampling_rate = sample_rate overfilter.output_sampling_rate = sample_rate * 4 overfilter.set_input_port(0, inputfilter, 0) overdrivefilter = DoubleTS9OverdriveFilter() overdrivefilter.input_sampling_rate = sample_rate * 4 overdrivefilter.set_input_port(0, overfilter, 0) overdrivefilter.drive = 0.9 lowpassfilter = DoubleButterworthLowPassFilter() lowpassfilter.input_sampling_rate = sample_rate * 4 lowpassfilter.cut_frequency = sample_rate lowpassfilter.order = 5 lowpassfilter.set_input_port(0, overdrivefilter, 0) decimationfilter = DoubleDecimationFilter(1) decimationfilter.input_sampling_rate = sample_rate * 4 decimationfilter.output_sampling_rate = sample_rate decimationfilter.set_input_port(0, lowpassfilter, 0) outfilter = DoubleOutPointerFilter(output, False) outfilter.input_sampling_rate = sample_rate outfilter.set_input_port(0, decimationfilter, 0) outfilter.process(input.shape[1]) return output
def filter_32(input): import numpy as np output = np.zeros(input.shape, dtype=np.float64) infilter = DoubleInPointerFilter(input, False) infilter.input_sampling_rate = 48000 overfilter = DoubleOversampling6points5order_32Filter() overfilter.input_sampling_rate = 48000 overfilter.output_sampling_rate = 48000 * 32 overfilter.set_input_port(0, infilter, 0) overdrivefilter = DoubleDiodeClipperFilter() overdrivefilter.input_sampling_rate = 48000 * 32 overdrivefilter.set_input_port(0, overfilter, 0) lowpassfilter = DoubleButterworthLowPassFilter() lowpassfilter.input_sampling_rate = 48000 * 32 lowpassfilter.cut_frequency = 48000 lowpassfilter.order = 5 lowpassfilter.set_input_port(0, overdrivefilter, 0) decimationfilter = DoubleDecimationFilter(1) decimationfilter.input_sampling_rate = 48000 * 32 decimationfilter.output_sampling_rate = 48000 decimationfilter.set_input_port(0, lowpassfilter, 0) outfilter = DoubleOutPointerFilter(output, False) outfilter.input_sampling_rate = 48000 outfilter.set_input_port(0, decimationfilter, 0) outfilter.process(input.shape[1]) return output
def Decimation_test(): import numpy as np from ATK.Core import DoubleInPointerFilter, DoubleOutPointerFilter from ATK.Tools import DoubleDecimationFilter from numpy.testing import assert_almost_equal input = np.sin(np.arange(2000, dtype=np.float64)[None,:] * 1000 * 2 * np.pi / 96000) output = np.ascontiguousarray(np.zeros(1000, dtype=np.float64)[None,:]) inputfilter = DoubleInPointerFilter(input, False) decimationfilter = DoubleDecimationFilter(1) outputfilter = DoubleOutPointerFilter(output, False) inputfilter.output_sampling_rate = 96000 decimationfilter.input_sampling_rate = 96000 decimationfilter.output_sampling_rate = 48000 outputfilter.input_sampling_rate = 48000 decimationfilter.set_input_port(0, inputfilter, 0) outputfilter.set_input_port(0, decimationfilter, 0) outputfilter.process(1000) assert_almost_equal(input[:,::2], output)
def Decimation_test():
import numpy as np
from ATK.Core import DoubleInPointerFilter, DoubleOutPointerFilter
from ATK.Tools import DoubleDecimationFilter
from numpy.testing import assert_almost_equal
input = np.sin(
np.arange(2000, dtype=np.float64)[None, :] * 1000 * 2 * np.pi / 96000)
output = np.ascontiguousarray(np.zeros(1000, dtype=np.float64)[None, :])
inputfilter = DoubleInPointerFilter(input, False)
decimationfilter = DoubleDecimationFilter(1)
outputfilter = DoubleOutPointerFilter(output, False)
inputfilter.output_sampling_rate = 96000
decimationfilter.input_sampling_rate = 96000
decimationfilter.output_sampling_rate = 48000
outputfilter.input_sampling_rate = 48000
decimationfilter.set_input_port(0, inputfilter, 0)
outputfilter.set_input_port(0, decimationfilter, 0)
outputfilter.process(1000)
assert_almost_equal(input[:, ::2], output)
