update main script

gadme.py

@@ -18,11 +18,11 @@ import os
 import datasets
 import pandas as pd
 
-from .classes import BIRD_NAMES_NIPS4BPLUS, BIRD_NAMES_AMAZON_BASIN, BIRD_NAMES_HAWAII, \
+from .classes import BIRD_NAMES_BIRDDB, BIRD_NAMES_NIPS4BPLUS, BIRD_NAMES_AMAZON_BASIN, BIRD_NAMES_HAWAII, \
     BIRD_NAMES_HIGH_SIERRAS, BIRD_NAMES_SIERRA_NEVADA, BIRD_NAMES_POWDERMILL_NATURE, BIRD_NAMES_SAPSUCKER, \
     BIRD_NAMES_COLUMBIA_COSTA_RICA, BIRD_NAMES_XENOCANTO
 
-from .descriptions import _NIPS4BPLUS_CITATION, _NIPS4BPLUS_DESCRIPTION, \
+from .descriptions import _BIRD_DB_DESCRIPTION, _BIRD_DB_CITATION, _NIPS4BPLUS_CITATION, _NIPS4BPLUS_DESCRIPTION, \
     _HIGH_SIERRAS_DESCRIPTION, _HIGH_SIERRAS_CITATION, _SIERRA_NEVADA_DESCRIPTION, _SIERRA_NEVADA_CITATION, \
     _POWDERMILL_NATURE_DESCRIPTION, _POWDERMILL_NATURE_CITATION, _AMAZON_BASIN_DESCRIPTION, _AMAZON_BASIN_CITATION, \
     _SAPSUCKER_WOODS_DESCRIPTION, _SAPSUCKER_WOODS_CITATION, _COLUMBIA_COSTA_RICA_CITATION, \
@@ -242,31 +242,38 @@ class BirdSet(datasets.GeneratorBasedBuilder):
             class_list=BIRD_NAMES_COLUMBIA_COSTA_RICA,
         ),
         BirdSetConfig(
-            name="NIPS",
+            name="NBP",
             description=_NIPS4BPLUS_DESCRIPTION,
             citation=_NIPS4BPLUS_CITATION,
-            data_dir=f"{base_url}/NIPS",
+            data_dir=f"{base_url}/NBP",
             class_list=BIRD_NAMES_NIPS4BPLUS,
         ),
         BirdSetConfig(
-            name="NIPS_xc",
+            name="NBP_xc",
             description=_NIPS4BPLUS_DESCRIPTION,
             citation=_NIPS4BPLUS_CITATION,
-            data_dir=f"{base_url}/NIPS",
+            data_dir=f"{base_url}/NBP",
             class_list=BIRD_NAMES_NIPS4BPLUS,
         ),
         BirdSetConfig(
-            name="NIPS_scape",
+            name="NBP_scape",
             description=_NIPS4BPLUS_DESCRIPTION,
             citation=_NIPS4BPLUS_CITATION,
-            data_dir=f"{base_url}/NIPS",
+            data_dir=f"{base_url}/NBP",
             class_list=BIRD_NAMES_NIPS4BPLUS,
         ),
         BirdSetConfig(
-            name="xenocanto",
+            name="XCM",
             description="TODO",
             citation="TODO",
-            data_dir=f"{base_url}/xenocanto",
+            data_dir=f"{base_url}/XCM",
+            class_list=BIRD_NAMES_XENOCANTO,
+        ),
+        BirdSetConfig(
+            name="XCL",
+            description="TODO",
+            citation="TODO",
+            data_dir=f"{base_url}/XCL",
             class_list=BIRD_NAMES_XENOCANTO,
         ),
     ]
@@ -284,16 +291,18 @@ class BirdSet(datasets.GeneratorBasedBuilder):
                        "NES": 12,
                        "UHH": 4,
                        "HSN": 6,
-                       "NIPS": 14,
+                       "NBP": 14,
                        "POW": 36,
                        "SSW": 27,
-                       "SNE": 20}
+                       "SNE": 20,
+                       "XCM": 157,
+                       "XCL": 1}
 
         test_files = {"PER": 3,
                       "NES": 8,
                       "UHH": 7,
                       "HSN": 3,
-                      "NIPS": 1,
+                      "NBP": 1,
                       "POW": 3,
                       "SSW": 36,
                       "SNE": 5}
@@ -313,10 +322,10 @@ class BirdSet(datasets.GeneratorBasedBuilder):
                 "metadata_5s": os.path.join(self.config.data_dir, f"{ds_name}_metadata_test_5s.parquet"),
             })
 
-        elif self.config.name == "xenocanto":
+        elif self.config.name.startswith("XC"):
             dl_dir = dl_manager.download({
                 "train": [os.path.join(self.config.data_dir, f"{ds_name}_shard_{n:04d}.tar.gz") for n in range(1, train_files[ds_name] + 1)],
-                "metadata": os.path.join(self.config.data_dir, f"{ds_name}_metadata_metadata.parquet"),
+                "metadata": os.path.join(self.config.data_dir, f"{ds_name}_metadata.parquet"),
             })
 
         elif self.config.name in train_files.keys():
@@ -360,7 +369,7 @@ class BirdSet(datasets.GeneratorBasedBuilder):
                         "audio_archive_iterators": [dl_manager.iter_archive(archive_path) for archive_path in dl_dir["test"]],
                         "local_audio_archives_paths": local_audio_archives_paths["test"] if local_audio_archives_paths else None,
                         "metapath": dl_dir["metadata_5s"],
-                        "split": "test_multiclass"
+                        "split": "test_multilabel"
                     },
                 ),
             ]
@@ -390,7 +399,7 @@ class BirdSet(datasets.GeneratorBasedBuilder):
                     "audio_archive_iterators": [dl_manager.iter_archive(archive_path) for archive_path in dl_dir["test"]],
                     "local_audio_archives_paths": local_audio_archives_paths["test"] if local_audio_archives_paths else None,
                     "metapath": dl_dir["meta_test_5s"],
-                    "split": "test_multiclass"
+                    "split": "test_multilabel"
                 },
             ),
         ]
@@ -414,9 +423,9 @@ class BirdSet(datasets.GeneratorBasedBuilder):
                         "end_time": row["end_time"],
                         "low_freq": row["low_freq"],
                         "high_freq": row["high_freq"],
-                        "ebird_code": row["ebird_code"] if split != "test_multiclass" else None,
-                        "ebird_code_multilabel": None if split != "test_multiclass" else row.get("ebird_code_multiclass", None),
-                        "ebird_code_secondary": row.get("ebird_code_multiclass", None),
+                        "ebird_code": row["ebird_code"] if split != "test_multilabel" else None,
+                        "ebird_code_multilabel": row.get("ebird_code_multilabel", None),
+                        "ebird_code_secondary": row.get("ebird_code_multilabel", None),
                         "call_type": row["call_type"],
                         "sex": row["sex"],
                         "lat": row["lat"],