|
--- |
|
dataset_info: |
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features: |
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- name: audio |
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dtype: |
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audio: |
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sampling_rate: 16000 |
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- name: species |
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dtype: string |
|
- name: label |
|
dtype: |
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class_label: |
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names: |
|
'0': Atlantic_Spotted_Dolphin |
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'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 |
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|
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Sound files on this website are free to download for personal or academic (not commercial) use. |
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Sound files and associated metadata are credited as follows: "Watkins Marine Mammal Sound Database, Woods Hole Oceanographic Institution and the New Bedford Whaling Museum." |
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Database could be found and downloaded from [here](https://archive.org/details/watkins_202104). |
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|
|
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). |
