Update MELD-Audio.py

MELD-Audio.py

@@ -111,38 +111,40 @@ class MELD_Audio(datasets.GeneratorBasedBuilder):
         return [
             datasets.SplitGenerator(
                     name = datasets.Split.TRAIN,
-                    gen_kwargs = {"split_key": "train", "dataset_path": dataset_path},
+                    gen_kwargs = {"audio_path": dataset_path + "/MELD-Audio/train/",
+                                  "csv_path": dataset_path + "/MELD-Audio/train.csv"
+                                  },
             ),
             datasets.SplitGenerator(
                     name=datasets.Split.VALIDATION,
-                    gen_kwargs={"split_key": "dev", "dataset_path": dataset_path},
+                    gen_kwargs = {"audio_path": dataset_path + "/MELD-Audio/dev/",
+                                  "csv_path": dataset_path + "/MELD-Audio/dev.csv"
+                                  },
             ),
             datasets.SplitGenerator(
                     name=datasets.Split.TEST,
-                    gen_kwargs={"split_key": "test", "dataset_path": dataset_path},
-            )
+                    gen_kwargs = {"audio_path": dataset_path + "/MELD-Audio/test/",
+                                  "csv_path": dataset_path + "/MELD-Audio/test.csv"
+                                  },
+            ),
         ]
     #--------------------------------------------------------------------------
-    def _generate_examples(self, split_key, dataset_path):
+    def _generate_examples(self, audio_path, csv_path):
         '''
             Get the audio file and set the corresponding labels
         '''
         key = 0
-        text_path = "./" + split_key + ".csv"
-        with open(text_path, encoding = "utf-8") as csv_file:
+        with open(csv_path, encoding = "utf-8") as csv_file:
             csv_reader = csv.reader(csv_file, delimiter = ",", skipinitialspace=True)
             next(csv_reader)
             for row in csv_reader:
                 _, _, _, emotion, _, dialogue_id, utterance_id, _, _, _, _ = row
-                filename = "./" + split_key + "/dia" + dialogue_id + "_utt" + utterance_id + ".mp3"
+                filename = "dia" + dialogue_id + "_utt" + utterance_id + ".mp3"
                 yield key, {
-                    "path": dataset_path + "/" + filename,
+                    "path": audio_path + filename,
                     # huggingface dataset's will use soundfile to read the audio file
-                    "audio": dataset_path + "/" + filename,
+                    "audio": audio_path + filename,
                     "label": emotion,
                 }
                 key += 1
 #------------------------------------------------------------------------------
-
-
-