Search Results for author: Francesco Tuveri

Found 3 papers, 2 papers with code

Transcriptomics-based matching of drugs to diseases with deep learning

1 code implementation21 Mar 2023 Yannis Papanikolaou, Francesco Tuveri, Misa Ogura, Daniel O'Donovan

In this work we present a deep learning approach to conduct hypothesis-free, transcriptomics-based matching of drugs for diseases.

Retrieval

Improving Sound Event Detection Metrics: Insights from DCASE 2020

no code implementations26 Oct 2020 Giacomo Ferroni, Nicolas Turpault, Juan Azcarreta, Francesco Tuveri, Romain Serizel, Çagdaş Bilen, Sacha Krstulović

The ranking of sound event detection (SED) systems may be biased by assumptions inherent to evaluation criteria and to the choice of an operating point.

Event Detection Sound Event Detection +1

A Framework for the Robust Evaluation of Sound Event Detection

4 code implementations18 Oct 2019 Cagdas Bilen, Giacomo Ferroni, Francesco Tuveri, Juan Azcarreta, Sacha Krstulovic

This work defines a new framework for performance evaluation of polyphonic sound event detection (SED) systems, which overcomes the limitations of the conventional collar-based event decisions, event F-scores and event error rates (ERs).

Audio and Speech Processing Sound

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