feat(dev): add speaker ids support

daiso.py

@@ -1049,6 +1049,7 @@ class DAISO(datasets.GeneratorBasedBuilder):
                 """
             ),
             label_classes=LABELS_MAPPING["ami"],
+            speakers=['A', 'B', 'D', 'C'],
             features=[
                 "Utterance",
                 "Dialogue_Act",
@@ -1082,6 +1083,7 @@ class DAISO(datasets.GeneratorBasedBuilder):
                 """
             ),
             label_classes=LABELS_MAPPING["oasis"],
+            speakers=['b', 'a'],
             features=[
                 "Speaker",
                 "Utterance",
@@ -1114,6 +1116,7 @@ class DAISO(datasets.GeneratorBasedBuilder):
                 """
             ),
             label_classes=LABELS_MAPPING["maptask"],
+            speakers=['g', 'f'],
             features=[
                 "Speaker",
                 "Utterance",
@@ -1144,6 +1147,11 @@ class DAISO(datasets.GeneratorBasedBuilder):
                 """
             ),
             label_classes=LABELS_MAPPING["mrda"],
+            speakers=['me003', 'me012', 'fe004', 'mn015', 'me010', 'me045', 'mn036', 'me013', 'me001', 'me011', 'mn005',
+                      'fe016', 'fe008', 'mn017', 'me018', 'mn014', 'mn009', 'me026', 'me051', 'mn007', 'me034', 'me006',
+                      'fn002', 'mn058', 'mn052', 'fe046', 'fn050', 'me025', 'mn048', 'mn047', 'mn059', 'me022', 'me028',
+                      'mn082', 'mn021', 'fn083', 'mn030', 'mn081', 'mn035', 'mn040', 'mn049', 'me055', 'mn038', 'me056',
+                      'mn057', 'fe068', 'fe069', 'fe066', 'me070', 'fe067', 'fe041', 'fn043'],
             features=[
                 "Speaker",
                 "Utterance",
@@ -1178,6 +1186,7 @@ class DAISO(datasets.GeneratorBasedBuilder):
                 """
             ),
             label_classes=LABELS_MAPPING["swda"],
+            speakers=['A', 'B'],
             features=[
                 "Speaker",
                 "Utterance",
@@ -1219,6 +1228,7 @@ class DAISO(datasets.GeneratorBasedBuilder):
                 "Dialogue_Act",
                 "Dialogue_Act_ISO"
             ],
+            speakers=['USR', 'SYS'],
             data_url={
                 "train": _URL + "/frames/train.csv",
                 "test": _URL + "/frames/test.csv",
@@ -1279,6 +1289,7 @@ class DAISO(datasets.GeneratorBasedBuilder):
                 "Dialogue_Id",
                 "Dialogue_Act_ISO"
             ],
+            speakers=[0, 1],
             data_url={
                 "train": _URL + "/dyda/train.csv",
                 "dev": _URL + "/dyda/dev.csv",
@@ -1308,6 +1319,7 @@ class DAISO(datasets.GeneratorBasedBuilder):
                 "Dialogue_Act",
                 "Dialogue_Act_ISO"
             ],
+            speakers=['SYS', 'USR'],
             data_url={
                 "train": _URL + "/dstc3/train.csv",
                 "test": _URL + "/dstc3/test.csv",
@@ -1339,6 +1351,7 @@ class DAISO(datasets.GeneratorBasedBuilder):
                 "Dialogue_Id",
                 "Dialogue_Act_ISO"
             ],
+            speakers=['USER', 'SYSTEM'],
             data_url={
                 "train": _URL + "/dstc8-sgd/train.csv",
                 "dev": _URL + "/dstc8-sgd/dev.csv",
@@ -1371,6 +1384,7 @@ class DAISO(datasets.GeneratorBasedBuilder):
             features["Label_ISO"] = datasets.features.ClassLabel(
                 names=list(set([map.get("ISO") for map in self.config.label_classes.values()])))
         features["Idx"] = datasets.Value("int32")
+        features["Speaker_Id"] = datasets.features.ClassLabel(names=self.config.speakers)
         # if self.config.name == "":  # This is the name of the configuration selected in BUILDER_CONFIGS above
         #     features = datasets.Features(
         #         {
@@ -1452,4 +1466,8 @@ class DAISO(datasets.GeneratorBasedBuilder):
                 example["Label"] = label
                 example["Label_ISO"] = self.config.label_classes.get(label, {}).get("ISO")
 
+            if "Speaker" in example:
+                speaker = example["Speaker"]
+                example["Speaker_Id"] = speaker
+
             yield example["Idx"], example