Search Results for author: Carmen Peláez-Moreno

Found 2 papers, 1 papers with code

End-to-end Recurrent Denoising Autoencoder Embeddings for Speaker Identification

no code implementations13 Mar 2020 Esther Rituerto-González, Carmen Peláez-Moreno

Speech 'in-the-wild' is a handicap for speaker recognition systems due to the variability induced by real-life conditions, such as environmental noise and the emotional state of the speaker.

Data Augmentation Denoising +3

Assessing Information Transmission in Data Transformations with the Channel Multivariate Entropy Triangle

1 code implementation30 Nov 2017 Francisco J. Valverde-Albacete, Carmen Peláez-Moreno

In this paper we introduce an information-theoretic model and tools to assess the quality of data transformations in machine learning tasks.

BIG-bench Machine Learning

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