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adversarial_autoencoder

A wizard's guide to Adversarial Autoencoders

ai-audio-startups

Community list of startups working with AI in audio and music technology

applied-dl

A collection of materials for a new course being taught in Spring 2019.

audioclip

Source code for models described in the paper "AudioCLIP: Extending CLIP to Image, Text and Audio" (https://arxiv.org/abs/2106.13043)

autograd

Efficiently computes derivatives of numpy code.

awesome-deep-learning-music

Curated list of articles related to deep learning applied to music

bayesian_deep_learning_for_audio_classification

bigbird

Transformers for Longer Sequences

bnlstm

Batch normalized LSTM for tensorflow

breast_cancer_classifier

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

clip

Contrastive Language-Image Pretraining

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

copan

Computes Lyapunov function for the COPAN model example

cppn-tensorflow

Very Simple and Basic Implementation of Compositional Pattern Producing Network in TensorFlow

cs224s

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deepconvsep

Deep Convolutional Neural Networks for Musical Source Separation

deeplearning-models

A collection of various deep learning architectures, models, and tips

dl-imperial-maths

Code and assignment repository for the Imperial College Mathematics department Deep Learning course

dotsound

Simple flask music application that serves as online music player

drummer-tf

eusipco2017

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

ffx

Fast Function Extraction

flowavenet

A Pytorch implementation of "FloWaveNet: A Generative Flow for Raw Audio"

generating-reviews-discovering-sentiment

Code for "Learning to Generate Reviews and Discovering Sentiment"

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

geninterp

Python module for generalised interpolation

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

hunspell

High-Performance Stemmer, Tokenizer, and Spell Checker for R

iaf

Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"