pukkapies

dl-imperial-maths

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

igssm

Repository for the Introduction to Machine Learning and Deep Learning course as part of the International Graduate Summer School in Mathematics

FloWaveNet

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

urop2019

Summer UROP 2019 project repository.

applied-dl

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

PySoundFile

PySoundFile is an audio library based on libsndfile, CFFI, and NumPy

tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

ai-audio-startups

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

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.

bayesian_deep_learning_for_audio_classification

bigbird

Transformers for Longer Sequences

breast_cancer_classifier

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

CLIP

Contrastive Language-Image Pretraining

deep-learning-with-python-notebooks

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

deeplearning-models

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

hunspell

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

ismir2018-oss-tutorial

ISMIR2018 Tutorial on Open Source and Reproducibility in MIR Research

jukebox

Code for "Jukebox: A Generative Model for Music"

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

MscProjectNMR

Resolution of NMR signals using deep neural networks

sklearn_tutorial

Materials for my scikit-learn tutorial

slides

so-vits-svc-5.0

Core Engine of Singing Voice Conversion & Singing Voice Clone

SOM-VAE

TensorFlow implementation of the SOM-VAE model as described in https://arxiv.org/abs/1806.02199

spleeter

Deezer source separation library including pretrained models.

TransformerTTS

🤖💬 Implementation of a Transformer based neural network for text to speech.

tutorials

XANEW