Update sep28k.py
Browse files
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="
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description="",
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),
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]
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DEFAULT_CONFIG_NAME = "
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def _info(self):
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return datasets.DatasetInfo(
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@@ -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
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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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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 = {}
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