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Augmentation for sound recognition of dog barks for CNNs

I am training CNNs to recognize dog barking, and for this I would like to augment the data sets I have (~30'000 10s clips with either barks, or no-barks in them). The straight forward idea was to mix ...
JumboJetlin's user avatar
3 votes
1 answer
2k views

How to create speech commands data set

I am planning to create a speech recognition network that recognize few words (voice commands) and came across Speech Commands dataset from google. Apart from available dataset I am planning to add ...
BhanuKiran's user avatar
1 vote
0 answers
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Are annotated audio datasets augmented with mutated versions the way image datasets are?

Data augmentation is very standard for annotated image datasets for tasks like image labelling. Images are flipped, rotated, pixelated and so on, to add more training data and make the system robust ...
Adam Bittlingmayer's user avatar