yangwang825 commited on
Commit
932c87b
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verified ·
1 Parent(s): 0f24f2a

Update sep28k.py

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Files changed (1) hide show
  1. sep28k.py +57 -4
sep28k.py CHANGED
@@ -43,12 +43,61 @@ class SEP28K(datasets.GeneratorBasedBuilder):
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  "label": datasets.Sequence(datasets.features.ClassLabel(names=CLASSES)),
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  }
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  ),
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- name="default",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  description="",
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  ),
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  ]
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- DEFAULT_CONFIG_NAME = "default"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  def _info(self):
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  return datasets.DatasetInfo(
@@ -78,9 +127,13 @@ class SEP28K(datasets.GeneratorBasedBuilder):
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  ]
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  def _generate_examples(self, data_dir):
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- """Generate examples from VoxCeleb"""
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- metadata_df = pd.read_csv(os.path.join(data_dir, 'SEP-28k_labels.csv'))
 
 
 
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  metadata_df = metadata_df[metadata_df['Unsure'] == 0].reset_index(drop=True)
 
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  threshold = 2 # https://arxiv.org/pdf/2102.12394
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  _mapping = {}
 
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  "label": datasets.Sequence(datasets.features.ClassLabel(names=CLASSES)),
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  }
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  ),
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+ name="sep28k",
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+ description="",
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+ ),
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+ SEP28KConfig(
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+ features=datasets.Features(
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+ {
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+ "audio": datasets.Audio(sampling_rate=SAMPLING_RATE),
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+ # "speaker": datasets.Value("string"),
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+ # "duration": datasets.Value("int32"),
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+ "start": datasets.Value("int32"),
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+ "end": datasets.Value("int32"),
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+ "stutter": datasets.Sequence(datasets.Value("string")),
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+ "label": datasets.Sequence(datasets.features.ClassLabel(names=CLASSES)),
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+ }
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+ ),
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+ name="fluencybank",
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  description="",
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  ),
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  ]
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+ DEFAULT_CONFIG_NAME = "sep28k"
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+
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+ def __init__(
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+ self,
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+ cache_dir = None,
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+ dataset_name = None,
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+ config_name = None,
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+ hash = None,
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+ base_path = None,
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+ info = None,
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+ features = None,
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+ token = None,
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+ repo_id = None,
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+ data_files = None,
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+ data_dir = None,
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+ storage_options = None,
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+ writer_batch_size = None,
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+ **config_kwargs
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+ ):
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+ super().__init__(
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+ cache_dir,
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+ dataset_name,
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+ config_name,
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+ hash,
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+ base_path,
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+ info,
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+ features,
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+ token,
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+ repo_id,
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+ data_files,
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+ data_dir,
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+ storage_options,
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+ writer_batch_size,
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+ **config_kwargs
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+ )
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  def _info(self):
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  return datasets.DatasetInfo(
 
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  ]
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  def _generate_examples(self, data_dir):
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+ """Generate examples from SEP-28K"""
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+ if self.config.name == 'sep28k':
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+ metadata_df = pd.read_csv(os.path.join(data_dir, 'SEP-28k_labels.csv'))
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+ elif self.config.name == 'fluencybank':
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+ metadata_df = pd.read_csv(os.path.join(data_dir, 'fluencybank_labels.csv'))
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  metadata_df = metadata_df[metadata_df['Unsure'] == 0].reset_index(drop=True)
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+ print(metadata_df)
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  threshold = 2 # https://arxiv.org/pdf/2102.12394
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  _mapping = {}