Update sep28k.py

sep28k.py

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