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David Hockaday's Projects

electronic_music_downloader icon electronic_music_downloader

A repository for obtaining metadata of electronic music tracks collected in Spotify Playlists or Beatport Top100 charts. It can make a youtube search and download medium quality mp3 files of these tracks.

elegy icon elegy

A High Level API for Deep Learning in JAX

ella icon ella

Code for Accelerated Linearized Laplace Approximation for Bayesian Deep Learning (ELLA, NeurIPS 22')

elmer icon elmer

This repository is the official implementation of our EMNLP 2022 paper ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation

emcee icon emcee

The Python ensemble sampling toolkit for affine-invariant MCMC

emu icon emu

code and demo for paper "Enhanced Memory Network: The novel network structure for Symbolic Music Generation"

emusic_net icon emusic_net

Neural network to classify certain styles of Electronic music

enbpi icon enbpi

Code for ICML 2021 Oral Paper: Conformal Prediction Interval for Dynamic Time-Series AND the extended version under review by the Journal of Machine Learning Research

encodec icon encodec

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

english-words icon english-words

:memo: A text file containing 479k English words for all your dictionary/word-based projects e.g: auto-completion / autosuggestion

essentia icon essentia

C++ library for audio and music analysis, description and synthesis, including Python bindings

eusipco2017 icon eusipco2017

Music auto-tagging experiments for the paper entitled "Timbre Analysis of Music Audio Signals with Convolutional Neural Networks".

eusipco2017-1 icon eusipco2017-1

This repository contains code for musical instrument recognition experiments for the paper entitled "Timbre Analysis of Music Audio Signals with Convolutional Neural Networks".

expressive_wae_fader icon expressive_wae_fader

companion repository to the DAFx-19 paper "Assisted Sound Sample Generation with Musical Conditioning in Adversarial Auto-Encoders" by Adrien Bitton, Philippe Esling et al.

extended-analytic-dpm icon extended-analytic-dpm

Official implementation for Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models (ICML 2022), and a reimplementation of Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models (ICLR 2022)

f-ebm icon f-ebm

Code for "Training Deep Energy-Based Models with f-Divergence Minimization" ICML 2020

fabba icon fabba

🐸 An open source efficient symbolic time series compression technique

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fast-bert icon fast-bert

Super easy library for BERT based NLP models

fcwt icon fcwt

The fast Continuous Wavelet Transform (fCWT) is a library for fast calculation of CWT.

fecam icon fecam

About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" (In VLDB 2023 Submission)

ffjord-path icon ffjord-path

code for "Path-Gradient Estimators for Continuous Normalizing Flows".

figaro icon figaro

Source code for "FIGARO: Generating Symbolic Music with Fine-Grained Artistic Control"

finite-element-networks icon finite-element-networks

Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks" at ICLR 2022

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