ICLR 2020 impressions and paper highlights
Having just “visited” my first virtual conference, ICLR 2020, I wanted to talk about my general impression and highlight some papers that stuck out to me fro...
Recent posts
Spotify Internship Report
From June to September 2019, I took a break from my ongoing PhD and worked as a Research Intern at Spotify in London. I was under the supervision of Simon Du...
Bounded output regression with neural networks
Say we have a neural network (or some other model trainable with gradient descent) that performs supervised regression: For an input $x$, it outputs one or m...
ISMIR 2018 - Paper Overviews
This year’s ISMIR was great as ever, this time featuring lots of deep learning - I suspect since it became much more easy to use with recently developed ...
Spectrogram input normalisation for neural networks
In this post, I want to talk about magnitude spectrograms as inputs and outputs of neural networks, and how to normalise them to help the training process.