BirdSoundsDenoising Datasets

Citation Author(s):
Junhui
Li
University of Science and Technology Liaoning
Youshan
Zhang
Pu
Wang
Submitted by:
Junhui Li
Last updated:
Mon, 06/26/2023 - 12:54
DOI:
10.21227/84a2-zm67
Data Format:
*.wav
Research Article Link:
BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds
License:
Creative Commons Attribution
574 Views
Categories:
Signal Processing
Keywords:
BridSound;Audio Denoising
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Abstract 

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. 

Instructions: 

Raw_audios contain all noise bird sounds. Images are converted STFT noise bird sound images, and Masks are the labled clean sound areas. Denoised_audios are the denoised bird sound audios.

Comments

i need this file for an university project

Submitted by Federica Verzaro on Tue, 05/14/2024 - 05:42

to whom this message will be recieved to, my project is about animal sound classification machine learning model; specifically for birds.

Submitted by nour shrayteh on Fri, 12/27/2024 - 08:07

i need it for a resarch 

Submitted by Mattia CIBELLI on Tue, 05/14/2024 - 05:42

Can I kindly get access to the dataset? I need it for research purposes.

Submitted by Argish Abhangi on Thu, 09/26/2024 - 13:26

Dataset Files

    Files have not been uploaded for this dataset

     

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