| --- |
| 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). |
