Search Results for author: Xavier Sevillano

Found 2 papers, 0 papers with code

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

Guiding GANs: How to control non-conditional pre-trained GANs for conditional image generation

no code implementations4 Jan 2021 Manel Mateos, Alejandro González, Xavier Sevillano

Instead of re-training the GAN, our approach adds into the mix an encoder network to generate the high-dimensional random input vectors that are fed to the generator network of a non-conditional GAN to make it generate images from a specific subcategory.

Conditional Image Generation Semantic Segmentation

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