fix loading bug

slue-phase-2.py

@@ -88,20 +88,18 @@ class SLUE2(datasets.GeneratorBasedBuilder):
     def _info(self):
         if self.config.name == "hvb":
             features = {
-                "id": datasets.Value("string"),
+                "issue_id": datasets.Value("string"),
                 "audio": datasets.Audio(sampling_rate=16_000),
                 "speaker_id": datasets.Value("string"),
                 "text": datasets.Value("string"),
                 "utt_index": datasets.Value("int32"),
                 "channel": datasets.Value("int32"),
                 "role": datasets.Value("string"),
-                "start_ms": datasets.Value("float64"),
-                "duration_ms": datasets.Value("float64"),
+                "start_ms": datasets.Value("int32"),
+                "duration_ms": datasets.Value("int32"),
                 "intent": datasets.Value("string"),
                 "dialog_acts": datasets.Sequence(
-                    {
-                        "type": datasets.Value("string"),
-                    }
+                    datasets.Value("string"),
                 ),
             }
         return datasets.DatasetInfo(
@@ -160,21 +158,22 @@ class SLUE2(datasets.GeneratorBasedBuilder):
 
             for idx, row in enumerate(reader):
                 if self.config.name == "hvb":
+                    split = "test" if "test" in filepath else "dev" if "dev" in filepath else "fine-tune"
                     audio_file = os.path.join(
-                        data_dir, "slue-hvb", row["split"],
-                        f'{row["id"]}_{row["start_ms"]}_{row["start_ms"] + row["duration_ms"]}.wav'
+                        data_dir, split,
+                        f'{row["issue_id"]}_{row["start_ms"]}_{int(row["start_ms"]) + int(row["duration_ms"])}.wav'
                     )
                     example = {
-                        "id": row["id"],
+                        "issue_id": row["issue_id"],
                         "audio": audio_file,
                         "speaker_id": row["speaker_id"],
                         "text": row["text"],
-                        "utt_index": row["utt_index"],
-                        "channel": row["channel"],
+                        "utt_index": int(row["utt_index"]),
+                        "channel": int(row["channel"]),
                         "role": row["role"],
-                        "start_ms": row["start_ms"],
-                        "duration_ms": row["duration_ms"],
+                        "start_ms": int(row["start_ms"]),
+                        "duration_ms": int(row["duration_ms"]),
                         "intent": row["intent"],
-                        "dialog_acts": row["dialog_acts"],
+                        "dialog_acts": eval(row.get("dialog_acts", "[]")),
                     }
                 yield idx, example