confit/wmms-parquet

--- dataset_info: features: - name: audio dtype: audio: sampling_rate: 16000 - name: species dtype: string - name: label dtype: class_label: names: '0': Atlantic_Spotted_Dolphin '1': Bearded_Seal '2': Beluga,_White_Whale '3': Bottlenose_Dolphin '4': Bowhead_Whale '5': Clymene_Dolphin '6': Common_Dolphin '7': False_Killer_Whale '8': Fin,_Finback_Whale '9': Frasers_Dolphin '10': Grampus,_Rissos_Dolphin '11': Harp_Seal '12': Humpback_Whale '13': Killer_Whale '14': Leopard_Seal '15': Long-Finned_Pilot_Whale '16': Melon_Headed_Whale '17': Minke_Whale '18': Narwhal '19': Northern_Right_Whale '20': Pantropical_Spotted_Dolphin '21': Ross_Seal '22': Rough-Toothed_Dolphin '23': Short-Finned_Pacific_Pilot_Whale '24': Southern_Right_Whale '25': Sperm_Whale '26': Spinner_Dolphin '27': Striped_Dolphin '28': Walrus '29': Weddell_Seal '30': White-beaked_Dolphin '31': White-sided_Dolphin splits: - name: train num_bytes: 1179470284 num_examples: 1357 - name: test num_bytes: 154350686 num_examples: 340 download_size: 1217429434 dataset_size: 1333820970 configs: - config_name: default data_files: - split: train 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 Since there is no official train/test split, we use 80% of the samples for training (1357) and the rest for testing (340).