Update README.md

README.md

@@ -45,13 +45,13 @@ dataset_info:
           '31': White-sided_Dolphin
   splits:
   - name: train
-    num_bytes: 1179470284.0
+    num_bytes: 1179470284
     num_examples: 1357
   - name: test
-    num_bytes: 154350686.0
+    num_bytes: 154350686
     num_examples: 340
   download_size: 1217429434
-  dataset_size: 1333820970.0
+  dataset_size: 1333820970
 configs:
 - config_name: default
   data_files:
@@ -59,4 +59,18 @@ configs:
     path: data/train-*
   - split: test
     path: data/test-*
+task_categories:
+- audio-classification
+tags:
+- multiclass
+size_categories:
+- 1K<n<10K
 ---
+
+# Watkins Marine Mammal Sound (WMMS) Database
+
+Sound files on this website are free to download for personal or academic (not commercial) use. 
+Sound files and associated metadata are credited as follows: "Watkins Marine Mammal Sound Database, Woods Hole Oceanographic Institution and the New Bedford Whaling Museum."
+Database could be found and downloaded from [here](https://archive.org/details/watkins_202104).
+
+In this database version, the audio archive includes sounds of 32 species: 'Atlantic_Spotted_Dolphin', 'Bearded_Seal', 'Beluga,_White_Whale', 'Bottlenose_Dolphin', 'Bowhead_Whale', 'Clymene_Dolphin', 'Common_Dolphin', 'False_Killer_Whale', 'Fin,_Finback_Whale', 'Frasers_Dolphin', 'Grampus,_Rissos_Dolphin', 'Harp_Seal', 'Humpback_Whale', 'Killer_Whale', 'Leopard_Seal', 'Long-Finned_Pilot_Whale', 'Melon_Headed_Whale', 'Minke_Whale', 'Narwhal', 'Northern_Right_Whale', 'Pantropical_Spotted_Dolphin', 'Ross_Seal', 'Rough-Toothed_Dolphin', 'Short-Finned_Pacific_Pilot_Whale', 'Southern_Right_Whale', 'Sperm_Whale', 'Spinner_Dolphin', 'Striped_Dolphin', 'Walrus', 'Weddell_Seal', 'White-beaked_Dolphin', 'White-sided_Dolphin'.