Update dataset.py

dataset.py

@@ -1,30 +1,30 @@
 import datasets
+import csv
 
-class MyAudioDataset(datasets.GeneratorBasedBuilder):
+
+class MyDataset(datasets.GeneratorBasedBuilder):
     def _info(self):
         return datasets.DatasetInfo(
+            description="A dataset with audio and phonetic transcriptions.",
             features=datasets.Features({
-                "audio": datasets.Audio(sampling_rate=44100),
+                "audio": datasets.Audio(sampling_rate=16000),
                 "text": datasets.Value("string"),
             }),
         )
 
     def _split_generators(self, dl_manager):
-        data_path = dl_manager.download_and_extract("data.csv")
         return [
             datasets.SplitGenerator(
                 name=datasets.Split.TRAIN,
-                gen_kwargs={"filepath": data_path},
-            ),
+                gen_kwargs={"csv_path": "data.csv"},
+            )
         ]
 
-    def _generate_examples(self, filepath):
-        import csv
-        with open(filepath, encoding="utf-8") as f:
+    def _generate_examples(self, csv_path):
+        with open(csv_path, encoding="utf-8") as f:
             reader = csv.DictReader(f)
             for idx, row in enumerate(reader):
                 yield idx, {
                     "audio": row["audio"],
                     "text": row["text"],
                 }
-