evanslur commited on
Commit
6b8ebd5
·
1 Parent(s): 058ec2d

edit giles

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Files changed (1) hide show
  1. su_id_asr_split.py +24 -14
su_id_asr_split.py CHANGED
@@ -95,41 +95,53 @@ class SuIdASR(datasets.GeneratorBasedBuilder):
95
  )
96
 
97
  def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
 
 
 
 
98
  return [
99
  datasets.SplitGenerator(
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  name=datasets.Split.TRAIN,
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- gen_kwargs={"filepath": dl_manager.download_and_extract(_URLs["su_id_asr_train"])},
102
  ),
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  datasets.SplitGenerator(
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  name=datasets.Split.VALIDATION,
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- gen_kwargs={"filepath": dl_manager.download_and_extract(_URLs["su_id_asr_dev"])},
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  ),
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  datasets.SplitGenerator(
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  name=datasets.Split.TEST,
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- gen_kwargs={"filepath": dl_manager.download_and_extract(_URLs["su_id_asr_test"])},
110
- )
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  ]
112
 
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  def _generate_examples(self, filepath: str):
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- tsv_file = os.path.join(filepath, "asr_sundanese", "utt_spk_text.tsv")
 
 
 
 
 
 
 
 
 
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  with open(tsv_file, "r") as f:
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- tsv_file = csv.reader(f, delimiter="\t")
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- for line in tsv_file:
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  audio_id, sp_id, text = line[0], line[1], line[2]
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- wav_path = os.path.join(filepath, "asr_sundanese", "data", "{}".format(audio_id[:2]), "{}.flac".format(audio_id))
120
 
121
  if os.path.exists(wav_path):
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  if self.config.schema == "source":
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- ex = {
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  "id": audio_id,
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  "speaker_id": sp_id,
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  "path": wav_path,
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  "audio": wav_path,
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  "text": text,
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  }
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- yield audio_id, ex
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  elif self.config.schema == "seacrowd_sptext":
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- ex = {
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  "id": audio_id,
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  "speaker_id": sp_id,
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  "path": wav_path,
@@ -139,6 +151,4 @@ class SuIdASR(datasets.GeneratorBasedBuilder):
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  "speaker_age": None,
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  "speaker_gender": None,
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  },
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- }
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- yield audio_id, ex
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- f.close()
 
95
  )
96
 
97
  def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
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+ base_path_train = dl_manager.download_and_extract(_URLs["su_id_asr_train"])
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+ base_path_validation = dl_manager.download_and_extract(_URLs["su_id_asr_dev"])
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+ base_path_test = dl_manager.download_and_extract(_URLs["su_id_asr_test"])
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+
102
  return [
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  datasets.SplitGenerator(
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  name=datasets.Split.TRAIN,
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+ gen_kwargs={"filepath": os.path.join(base_path_train, "train")},
106
  ),
107
  datasets.SplitGenerator(
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  name=datasets.Split.VALIDATION,
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+ gen_kwargs={"filepath": os.path.join(base_path_validation, "validation")},
110
  ),
111
  datasets.SplitGenerator(
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  name=datasets.Split.TEST,
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+ gen_kwargs={"filepath": os.path.join(base_path_test, "test")},
114
+ ),
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  ]
116
 
117
  def _generate_examples(self, filepath: str):
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+ """Yields examples as (key, example) tuples."""
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+ if 'train' in filepath:
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+ tsv_file = os.path.join(filepath, "train_utt_spk_text.tsv")
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+ elif 'validation' in filepath:
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+ tsv_file = os.path.join(filepath, "validation_utt_spk_text.tsv")
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+ elif 'test' in filepath:
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+ tsv_file = os.path.join(filepath, "test_utt_spk_text.tsv")
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+ else:
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+ raise ValueError(f"Unexpected filepath: {filepath}")
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+
128
  with open(tsv_file, "r") as f:
129
+ tsv_reader = csv.reader(f, delimiter="\t")
130
+ for line in tsv_reader:
131
  audio_id, sp_id, text = line[0], line[1], line[2]
132
+ wav_path = os.path.join(filepath, "{}.flac".format(audio_id))
133
 
134
  if os.path.exists(wav_path):
135
  if self.config.schema == "source":
136
+ yield audio_id, {
137
  "id": audio_id,
138
  "speaker_id": sp_id,
139
  "path": wav_path,
140
  "audio": wav_path,
141
  "text": text,
142
  }
 
143
  elif self.config.schema == "seacrowd_sptext":
144
+ yield audio_id, {
145
  "id": audio_id,
146
  "speaker_id": sp_id,
147
  "path": wav_path,
 
151
  "speaker_age": None,
152
  "speaker_gender": None,
153
  },
154
+ }