diff --git a/tests/test_separator.py b/tests/test_separator.py
new file mode 100644
index 0000000..3115314
--- /dev/null
+++ b/tests/test_separator.py
@@ -0,0 +1,46 @@
+#!/usr/bin/env python
+# coding: utf8
+
+""" Unit testing for Separator class. """
+
+__email__ = 'research@deezer.com'
+__author__ = 'Deezer Research'
+__license__ = 'MIT License'
+
+from os.path import exists, join
+from tempfile import TemporaryDirectory
+
+from spleeter.audio.adapter import get_default_audio_adapter
+from spleeter.separator import Separator
+
+TEST_AUDIO_DESCRIPTOR = 'audio_example.mp3'
+TEST_CONFIGURATIONS = {
+    'spleeter:2stems': ('vocals', 'accompaniament'),
+    'spleeter:4stems': ('vocals', 'drums', 'bass', 'other'),
+    'spleeter:5stems': ('vocals', 'drums', 'bass', 'piano', 'other')
+}
+
+
+def test_separate():
+    """ Test separation from raw data. """
+    adapter = get_default_audio_adapter()
+    waveform, _ = adapter.load(TEST_AUDIO_DESCRIPTOR)
+    for configuration, instruments in TEST_CONFIGURATIONS:
+        separator = Separator(configuration)
+        prediction = separator.separate(waveform)
+        assert len(prediction) == 2
+        for instrument in instruments:
+            assert instrument in prediction
+
+
+def test_separate_to_file():
+    """ Test file based separation. """
+    for configuration, instruments in TEST_CONFIGURATIONS:
+        separator = Separator(configuration)
+        with TemporaryDirectory() as directory:
+            separator.separate_to_file(
+                TEST_AUDIO_DESCRIPTOR,
+                directory)
+            for instrument in instruments:
+                assert exists(join(directory, '{}.wav'.format(instrument)))
+                # TODO: Consider testing generated file as well.