One of our latest papers, Biodenoising, has been accepted to #ICASSP2025!
Biodenoising is our newest method to tackle one of ethology & bioacoustics' biggest data analysis challenges – background noise! 🧵👇🏻
https://www.earthspecies.org/blog/biodenoising--a-novel-method-for-noise-reduction-in-animal-vocalizations
Biodenoising is our newest method to tackle one of ethology & bioacoustics' biggest data analysis challenges – background noise! 🧵👇🏻
https://www.earthspecies.org/blog/biodenoising--a-novel-method-for-noise-reduction-in-animal-vocalizations
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The result? We can now clean-up noisy animal vocalizations without needing perfectly clean data.
Tested on 50+ vocalizations, including underwater conditions, Biodenoising has been shown to perform even in tough acoustic environments.
Our pre-print is now published on arXiv where we break down our approach, key datasets, and the validation behind Biodenoising.
Read it here: https://arxiv.org/pdf/2410.03427
Get Access: https://github.com/earthspecies/biodenoising