add remove_silence test and update tests

Author: SuperKogito

tests/test_utils_preprocessing.py

@@ -1,9 +1,9 @@
 import spafe
 import pytest
 import numpy as np
-from spafe.utils.exceptions import assert_function_availability
+from spafe.utils.exceptions import ParameterError, assert_function_availability
 from spafe.utils.preprocessing import (zero_handling, pre_emphasis, framing,
-                                       windowing)
+                                       windowing, remove_silence)
 
 
 def test_functions_availability():
@@ -15,6 +15,8 @@ def test_functions_availability():
     assert_function_availability(hasattr(spafe.utils.preprocessing, 'framing'))
     assert_function_availability(
         hasattr(spafe.utils.preprocessing, 'windowing'))
+    assert_function_availability(
+        hasattr(spafe.utils.preprocessing, 'remove_silence'))
 
 
 @pytest.mark.parametrize('x', [np.arange(4)])
@@ -39,25 +41,35 @@ def test_pre_emphasis(sig, pre_emph_coeff):
         precomputed_result, 3)
 
 
-@pytest.mark.parametrize('sig', [np.arange(16 * 3)])
+@pytest.mark.parametrize('sig', [np.arange(16000 * 3)]) # 3 seconds
 @pytest.mark.parametrize('fs', [16000])
-@pytest.mark.parametrize('win_len', [0.001])
-@pytest.mark.parametrize('win_hop', [0.001, 0.0005])
+@pytest.mark.parametrize('win_len', [1, 2, 0.025, 0.030])
+@pytest.mark.parametrize('win_hop', [1, 1, 0.025, 0.015])
 def test_framing(sig, fs, win_len, win_hop):
     """
     test if overlapped frames are correctly generated.
     """
-    frames, frames_length = framing(sig=sig,
-                                    fs=fs,
-                                    win_len=win_len,
-                                    win_hop=win_hop)
-    # check frames shape
-    if not frames.shape == (2 * int(win_len / win_hop), 16):
-        raise AssertionError
+    if win_len < win_hop:
+        # check error for number of filters is smaller than number of cepstrums
+        with pytest.raises(ParameterError):
+            frames, frame_length = framing(sig=sig,
+                                           fs=fs,
+                                           win_len=win_len,
+                                           win_hop=win_hop)
 
-    # check frames length
-    if not frames_length == win_len * fs:
-        raise AssertionError
+    else:
+        frames, frame_length = framing(sig=sig,
+                                       fs=fs,
+                                       win_len=win_len,
+                                       win_hop=win_hop)
+
+        # check frames length
+        if not frame_length == win_len * fs:
+            raise AssertionError
+
+        # check signal was not cropping
+        if len(sig) > len(frames)*frame_length:
+            raise AssertionError
 
 
 @pytest.mark.parametrize('frames', [[[7, 8, 9], [1, 2, 3]]])
@@ -71,3 +83,16 @@ def test_windowing(frames, frame_len, win_type):
     for window in windows:
         if not window[0] < 0.0 and window[-1] < 0.0:
             raise AssertionError
+
+
+@pytest.mark.parametrize('sig', [np.arange(16000 * 3)])
+@pytest.mark.parametrize('fs', [16000])
+@pytest.mark.parametrize('win_len', [0.001])
+@pytest.mark.parametrize('win_hop', [0.001, 0.0005])
+@pytest.mark.parametrize('threshold', [-35, -45])
+def test_remove_silence(sig, fs, win_len, win_hop, threshold):
+    # get voiced frames
+    no_silence_sig = remove_silence(sig, fs)
+    print("LENGHTS: ", len(no_silence_sig), len(sig))
+    if not len(sig) >= len(no_silence_sig):
+        raise AssertionError