Search Results for author: Ester Vidaña-Vila

Found 3 papers, 1 papers with code

Few-shot bioacoustic event detection at the DCASE 2023 challenge

1 code implementation15 Jun 2023 Ines Nolasco, Burooj Ghani, Shubhr Singh, Ester Vidaña-Vila, Helen Whitehead, Emily Grout, Michael Emmerson, Frants Jensen, Ivan Kiskin, Joe Morford, Ariana Strandburg-Peshkin, Lisa Gill, Hanna Pamuła, Vincent Lostanlen, Dan Stowell

Few-shot bioacoustic event detection consists in detecting sound events of specified types, in varying soundscapes, while having access to only a few examples of the class of interest.

Event Detection Few-Shot Learning +1

Album cover art image generation with Generative Adversarial Networks

no code implementations9 Dec 2022 Felipe Perez Stoppa, Ester Vidaña-Vila, Joan Navarro

Generative Adversarial Networks (GANs) were introduced by Goodfellow in 2014, and since then have become popular for constructing generative artificial intelligence models.

Image Generation

Western Mediterranean wetlands bird species classification: evaluating small-footprint deep learning approaches on a new annotated dataset

no code implementations12 Jul 2022 Juan Gómez-Gómez, Ester Vidaña-Vila, Xavier Sevillano

The deployment of an expert system running over a wireless acoustic sensors network made up of bioacoustic monitoring devices that recognise bird species from their sounds would enable the automation of many tasks of ecological value, including the analysis of bird population composition or the detection of endangered species in areas of environmental interest.

Audio Classification

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