Name: Dorien
Type: User
Company: Singapore University of Technology and Design
Bio: Associate Professor at Singapore University of Technology and Design. Working in optimization / machine learning for digital music and FinTech.
Twitter: dorienherremans
Location: Singapore
Blog: dorienherremans.com
Dorien's Projects
Audio, Music, and AI lab at SUTD
Audio classification made easy
PyTorch Dataset for Speech and Music audio
Forecasting Bitcoin Volatility Spikes from Whale Transactions and Cryptoquant Data Using Synthesizer Transformer Models
A Python/Vue.js crypto portfolio management and trade automation program with support for 10 exchanges.
Repository the CDS class at SUTD.
Free, open source crypto trading bot
Resources for the Generative Music AI Course on The Sound of AI YouTube channel.
Example of running hadoop streaming mapper/reducer inside docker container
An advanced crypto trading bot written in Python
Learn You The Node.js For Much Win! An intro to Node.js via a set of self-guided workshops.
Livermore's Market Key Method
Code for Machine Learning for Algorithmic Trading, 2nd edition.
Dataset and benchmark models for emotion prediction of music with profile info
Python MIDI track classifier and tonal tension calculation based on spiral array theory
MorpheuS music generation
Code accompanying ISMIR 2020 paper - "Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling".
music21 is a Toolkit for Computational Musicology
HEAR 2021 NeurIPS audio representation challenge. Machine learning for audio community.
Audio processing by using pytorch 1D convolution network
Jekyll theme for research project websites 🧫
VK and Telegram bot
Hadoop Streaming Emulator for Python
A Python 3 Bitcoin blockchain parser
Time series forecasting with PyTorch