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πΎ Dog Vocal Detection
This dataset is curated from internet videos to support research in dog vocalization detection using both weak and strong supervision.
- It contains approximately 7,500 seconds of strongly labeled training audio
- Over 9,000 seconds of weakly labeled clips sourced from AudioSet are included.
- The dataset also provides 24 hours of unlabeled audio clips from our own collection.
- To simulate realistic conditions, some clips feature dogs present without barking, reflecting challenging real-world scenarios.
A corresponding validation and test set are available as part of the Barkopedia Dog Vocal Detection Challenge on Hugging Face.
π Folder Structure
.
βββ strong_audios
β βββ UC_Aswv9nASkcjXoXKPVkPiQ+_mMhlYEgxoE+00002_pitbull.wav
β βββ UC_Aswv9nASkcjXoXKPVkPiQ+3sZLaAgADuo+00002_pitbull.wav
β βββ UCeqTOU_4b6UEmPgBdqd4YWg+rwo5lVV3N2I+00000_chihuahua.wav
β βββ ...
β βββ UCze-YohIl415Ric6I2SN0ow+SoYhkuSXOZo+00007_shiba_inu.wav
β
βββ strong_audios_tsv
β βββ train.tsv
β
βββ unlabeled_audios
β βββ chihuahua
β βββ UC_WHiJEE5B-QOKpwLyaNcXg+E0VNPqB7c7g+00001.wav
β βββ ...
β βββ UC0Qw7Ew6lSPHfAm83sRu_3g+QcHYPW9irkE+00000.wav
β βββ german_shepherd
β βββ husky
β βββ labrador
β βββ pitbull
β βββ shiba_inu
β
βββ weak_audios
βββ chihuahua
βββ german_shepherd
βββ husky
βββ labrador
βββ pitbull
βββ shiba_inu
where the train.tsv
takes a format like so:
UCkMjjl3JEZpp4sRUJx5eJEA+X-X8s0DXXI8+00004_chihuahua.wav 9.59548 10.01272 dog
UCkMjjl3JEZpp4sRUJx5eJEA+X-X8s0DXXI8+00004_chihuahua.wav 10.30567 11.57513 dog
UCvHJzqB1KZMpZniAVWy3tkA+fSQeU1uAQbc+00001_chihuahua.wav 0.76266 6.85668 dog_noise
UCvHJzqB1KZMpZniAVWy3tkA+fSQeU1uAQbc+00001_chihuahua.wav 7.5288 9.00958 dog
...
Specifically, each row should map one wav file from the test set to the onset and offset (in seconds) of a dog or dog_noise event. In particular, a dog event is a continuum of dog bark(s) that lacks any noticable time gaps. A dog noise event is a dog event that occurs simultaneously with noticable noise (eg, human speech or environmental sounds).
ποΈ Challenge
This training set has been released for use in the Barkopedia Dog Vocal Detection Challenge on Hugging Face.
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