Vadzim Kashko commited on
Commit
617ccb8
1 Parent(s): 9e335cd

fix: audio iteration

Browse files
Files changed (1) hide show
  1. speech-emotion-recognition-dataset.py +15 -15
speech-emotion-recognition-dataset.py CHANGED
@@ -61,7 +61,7 @@ class SpeechEmotionRecognitionDataset(datasets.GeneratorBasedBuilder):
61
  def _split_generators(self, dl_manager):
62
  audio = dl_manager.download_and_extract(f"{_DATA}audio.zip")
63
  annotations = dl_manager.download(f"{_DATA}{_NAME}.csv")
64
- # audio = dl_manager.iter_files(audio)
65
  return [
66
  datasets.SplitGenerator(name=datasets.Split.TRAIN,
67
  gen_kwargs={
@@ -72,33 +72,33 @@ class SpeechEmotionRecognitionDataset(datasets.GeneratorBasedBuilder):
72
 
73
  def _generate_examples(self, audio, annotations):
74
  annotations_df = pd.read_csv(annotations, sep=';')
75
- audio = Path(audio).iterdir()
 
76
 
77
- for idx, sub_dir in enumerate(audio):
78
- sub_dir = Path(sub_dir)
79
- set_id = sub_dir.name
80
-
81
- for audio_file in sub_dir.iterdir():
82
- if audio_file.name.startswith('euphoric'):
83
  euphoric = audio_file
84
- elif audio_file.name.startswith('joyfully'):
85
  joyfully = audio_file
86
- elif audio_file.name.startswith('sad'):
87
  sad = audio_file
88
- elif audio_file.name.startswith('surprised'):
89
  surprised = audio_file
90
 
 
 
91
  yield idx, {
92
  'set_id':
93
  set_id,
94
  'euphoric':
95
- str(euphoric),
96
  'joyfully':
97
- str(joyfully),
98
  'sad':
99
- str(sad),
100
  'surprised':
101
- str(surprised),
102
  'text':
103
  annotations_df.loc[annotations_df['set_id'] == set_id]
104
  ['text'].values[0],
 
61
  def _split_generators(self, dl_manager):
62
  audio = dl_manager.download_and_extract(f"{_DATA}audio.zip")
63
  annotations = dl_manager.download(f"{_DATA}{_NAME}.csv")
64
+ audio = dl_manager.iter_files(audio)
65
  return [
66
  datasets.SplitGenerator(name=datasets.Split.TRAIN,
67
  gen_kwargs={
 
72
 
73
  def _generate_examples(self, audio, annotations):
74
  annotations_df = pd.read_csv(annotations, sep=';')
75
+ audio = list(audio)
76
+ audio = [audio[i:i + 4] for i in range(0, len(audio), 4)]
77
 
78
+ for idx, set in enumerate(audio):
79
+ for audio_file in set:
80
+ if 'euphoric' in audio_file:
 
 
 
81
  euphoric = audio_file
82
+ elif 'joyfully' in audio_file:
83
  joyfully = audio_file
84
+ elif 'sad' in audio_file:
85
  sad = audio_file
86
+ elif 'surprised' in audio_file:
87
  surprised = audio_file
88
 
89
+ set_id = Path(set[0]).parent.name
90
+
91
  yield idx, {
92
  'set_id':
93
  set_id,
94
  'euphoric':
95
+ euphoric,
96
  'joyfully':
97
+ joyfully,
98
  'sad':
99
+ sad,
100
  'surprised':
101
+ surprised,
102
  'text':
103
  annotations_df.loc[annotations_df['set_id'] == set_id]
104
  ['text'].values[0],