BirdSoundsDenoising Datasets

The dataset is collected from the xeno-canto website, which is a public website to share bird sounds from around the world . We first collect 15,300 bird sounds from one second to fifteen seconds. Unlike many audio denoising datasets which have manually added artificial noise, our collected bird sounds contain natural noises, including wind, waterfall, rain, etc. The BirdSoundsDenoising dataset, which has 14,120 audio signals from one second to fifteen seconds and contains 10,000/1,400/2,720 in training, validation, and testing, respectively, is a large-scale dataset of bird sounds. In each folder, another four sub-folders are included: raw audios, denoised audios, images, and masks.