-
Queen Mary University of London
- UK
- https://alexjameswilliams.github.io/
- @academicalexx
- in/alex-j-williams
- https://orcid.org/0000-0003-2387-6876
Highlights
- Pro
Stars
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open
A concise but complete full-attention transformer with a set of promising experimental features from various papers
State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.
Python library for Reinforcement Learning.
LeanRL is a fork of CleanRL, where selected PyTorch scripts optimized for performance using compile and cudagraphs.
Control Ableton Live via Open Sound Control (OSC)
A Python library to capture the energy consumption of code snippets
Learning Complex Basis Functions for Invariant Signal Representations with the Complex Autoencoder
"Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks", ICASSP 2022 (Data Generation Pipeline)
A library for computing Frechet Music Distance.
A data framework for music information retrieval focusing on electronic music.
AI DJ system is an automated DJ system combining action recognition, song selection, and beatmatching with equalizer mixing
Designed for the evaluation of the energy consumption for different architecture types : MLP, CNN, RNN and CRNN