refactor: fix path/source/feature_extractor

pipeline/feature_extractors.py

@@ -5,6 +5,8 @@ import random
 import subprocess
 from ast import literal_eval
 from pipeline.utils import SourceMedia, Feature, Interval
+from pipeline.utils import SourceMedia, Source, Feature, Interval
+
 # for loudness detection
 import soundfile
 import pyloudnorm
@@ -114,7 +116,7 @@ class LaughterFeatureExtractor(FeatureExtractor):
                 for laugh in laughs:
                     start, end = laugh
                     self.features.append(Feature(interval=Interval(start=start, end=end),
-                                                 source="laughter", path=file.path))
+                                                 source=file, feature_extractor="laughter"))
                     # TODO: implement options eg minimum feature length
 
         # adjust features
@@ -165,7 +167,12 @@ class RandomFeatureExtractor(FeatureExtractor):
                 duration = random.random() * self.MAX_DURATION
                 start = random.random() * file.duration() - duration
                 self.features.append(Feature(interval=Interval(start=start, duration=duration),
-                                             source="random", path=file.path))
+                                             source=file, feature_extractor="random"))
+
+    def teardown(self):
+        pass
+
+
 class LoudAudioFeatureExtractor(FeatureExtractor):
     """Feature extractor for loud audio detection.