Update highPassFilter.py
Browse files- highPassFilter.py +41 -35
highPassFilter.py
CHANGED
|
@@ -1,35 +1,41 @@
|
|
| 1 |
-
#!/usr/bin/env python
|
| 2 |
-
# coding: utf-8
|
| 3 |
-
|
| 4 |
-
# In[2]:
|
| 5 |
-
|
| 6 |
-
|
| 7 |
-
import scipy.signal
|
| 8 |
-
|
| 9 |
-
def high_pass_filter(audio, sr, cutoff=100, order=5):
|
| 10 |
-
|
| 11 |
-
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
|
| 25 |
-
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/usr/bin/env python
|
| 2 |
+
# coding: utf-8
|
| 3 |
+
|
| 4 |
+
# In[2]:
|
| 5 |
+
|
| 6 |
+
|
| 7 |
+
import scipy.signal
|
| 8 |
+
|
| 9 |
+
# def high_pass_filter(audio, sr, cutoff=100, order=5):
|
| 10 |
+
# """
|
| 11 |
+
# Applies a high-pass filter to an audio signal.
|
| 12 |
+
|
| 13 |
+
# Parameters:
|
| 14 |
+
# audio (numpy array): The input audio signal.
|
| 15 |
+
# sr (int): The sample rate of the audio signal.
|
| 16 |
+
# cutoff (float): The cutoff frequency in Hz. Default is 100 Hz.
|
| 17 |
+
# order (int): The order of the filter. Default is 5.
|
| 18 |
+
|
| 19 |
+
# Returns:
|
| 20 |
+
# numpy array: The filtered audio signal.
|
| 21 |
+
# """
|
| 22 |
+
# # Design the high-pass filter using a Butterworth filter design
|
| 23 |
+
# sos = scipy.signal.butter(order, cutoff, btype='highpass', fs=sr, output='sos')
|
| 24 |
+
|
| 25 |
+
# # Apply the filter using sosfilt (second-order sections filter)
|
| 26 |
+
# filtered_audio = scipy.signal.sosfilt(sos, audio)
|
| 27 |
+
|
| 28 |
+
# return filtered_audio
|
| 29 |
+
|
| 30 |
+
|
| 31 |
+
def high_pass_filter(audio, sr, cutoff=300):
|
| 32 |
+
# Design a Butterworth high-pass filter
|
| 33 |
+
nyquist = 0.5 * sr
|
| 34 |
+
normal_cutoff = cutoff / nyquist
|
| 35 |
+
b, a = butter(1, normal_cutoff, btype='high', analog=False)
|
| 36 |
+
filtered_audio = lfilter(b, a, audio)
|
| 37 |
+
return filtered_audio
|
| 38 |
+
|
| 39 |
+
|
| 40 |
+
|
| 41 |
+
|