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...
Posts by Year (grid view)
2019
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...
2018
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 ...
2017
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.
2016
Tensorflow LSTM for Language Modelling
In this post, I will show you how to build an LSTM network for the task of character-based language modelling (predict the next character based on the previo...
2015
Snowfall - A very special video game controller
Here is a short Youtube video explaining what this post it about. How did I do it? I will try to go through the main steps in the following.