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...
Posts by Tag (grid view)
MIR
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.
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...
Theory
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...
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...
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.
Conference
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...
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 ...
Gaming
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.
NLP
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...
ISMIR
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 ...
Machine learning
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...
ICLR
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...