Adaptive representations of sound for automatic insect recognition
Fig 2
Example of the data augmentation workflow used on the training set (InsectSet47 and InsectSet66). Noise is added at a randomized signal-to-noise ratio and frequency distribution.
Then an impulse response from an outdoor location is applied at a randomized mix ratio.