dorienh
Associate Professor at Singapore University of Technology and Design. Working in optimization / machine learning for digital music and FinTech.
Singapore University of Technology and DesignSingapore
Pinned Repositories
MidiCaps
A large-scale dataset of caption-annotated MIDI files.
mustango
Mustango: Toward Controllable Text-to-Music Generation
PreBit
This is the repo accompanying the paper: "A multimodal model with Twitter FinBERT embeddings for extreme price movement prediction of Bitcoin"
Video2Music
Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model
amaai
Audio, Music, and AI lab at SUTD
bitcoin_synthesizer
Forecasting Bitcoin Volatility Spikes from Whale Transactions and Cryptoquant Data Using Synthesizer Transformer Models
jesse
MERP
Dataset and benchmark models for emotion prediction of music with profile info
skyital-webhooks
midi-miner
Python MIDI track classifier and tonal tension calculation based on spiral array theory
dorienh's Repositories
dorienh/bitcoin_synthesizer
Forecasting Bitcoin Volatility Spikes from Whale Transactions and Cryptoquant Data Using Synthesizer Transformer Models
dorienh/MERP
Dataset and benchmark models for emotion prediction of music with profile info
dorienh/jesse
dorienh/skyital-webhooks
dorienh/amaai
Audio, Music, and AI lab at SUTD
dorienh/colab_tension_vae
dorienh/midi-miner
Python MIDI track classifier and tonal tension calculation based on spiral array theory
dorienh/MorpheuS
MorpheuS music generation
dorienh/music-fader-nets
Code accompanying ISMIR 2020 paper - "Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling".
dorienh/stockpredictionai
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
dorienh/AudioLoader
PyTorch Dataset for Speech and Music audio
dorienh/nnAudio
Audio processing by using pytorch 1D convolution network
dorienh/class_materials
dorienh/freqtrade
Free, open source crypto trading bot
dorienh/generativemusicaicourse
Resources for the Generative Music AI Course on The Sound of AI YouTube channel.
dorienh/jesse-1
An advanced crypto trading bot written in Python
dorienh/learnyounode
Learn You The Node.js For Much Win! An intro to Node.js via a set of self-guided workshops.
dorienh/machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
dorienh/neuralaudio.github.io
HEAR 2021 NeurIPS audio representation challenge. Machine learning for audio community.
dorienh/petridish
Jekyll theme for research project websites 🧫
dorienh/python-bitcoin-blockchain-parser
A Python 3 Bitcoin blockchain parser
dorienh/pytorch-forecasting
Time series forecasting with PyTorch
dorienh/sequentialAI
Sequential AI
dorienh/skyital
dorienh/skyital-investing
Gatsby starter for a Contentful project from the community.
dorienh/skyital-web
Gatsby starter for a Contentful project from the community.
dorienh/skyitalstrategies
dorienh/SP1500stockPicker
A machine learning approach to investment portfolio composition. The program analyzes the fundamentals of the listed companies on the S&P1500 in order to emit monthly buy signals.
dorienh/ta
Technical Analysis Library using Pandas and Numpy
dorienh/tradingview-webhooks-bot
a framework 🏗 for trading with tradingview webhooks!