Blog Archive

Check out all blog posts in my blog archive. Click on a headline to read the teaser.

Unsupervised animal vocalization denoising › Biodenoising

how to denoise without clean data? Read More ›

Interspeech2024

Read More ›

Machine Learning may lead to unfairness › Evaluating causes of algorithmic bias in juvenile criminal recidivism

juvenile recidivism and algorithmic fairness ... Read More ›

Machine Learning may lead to unfairness › Fairness in machine learning - the case of juvenile criminal justice in Catalonia

joint blog post with Songül Tolan ... Read More ›

High frequency magnitude spectrogram reconstruction for music mixtures using convolutional autoencoders › Music Bandwidth Expansion

autoencoders in frequency domain yet again ... Read More ›

Review of interpretability in machine learning › Interpretability

Inside the black box ... Read More ›

Telefonica internship › Catastrophic forgetting

Hard attention on the task ... Read More ›

› Deep learning source separation for hip hop and classical music

Source separation papers at ISMIR conference and MML workshop... Read More ›

› Sound and Music Computing conference

Paper on generating training data for deep learning source separation methods... Read More ›

› Python meetup Barcelona

Talk on deep learning for source separation... Read More ›

› PyData Barcelona 2017

Deep learning workshop presented at PyData... Read More ›

› Interview for the NTN24 in Spanish

I gave a short interview for the South American news channel NTN24... Read More ›

Doctoral Students Workshop › Open science award

Award given for research reproducibility ... Read More ›

› Orchestra source separation featured in the news

A few articles in Catalan, Spanish and Romanian on my PhD... Read More ›

› Barcelona python March meetup

Testing with travis, concurrent tasks with celery, interactive plotting with plotly... Read More ›