russellizadi Goto Github PK

ast

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

atom-keyboard-shortcuts

A list of keyboard shortcuts for the Atom text editor

audio-classification

Pytorch code for "Rethinking CNN Models for Audio Classification"

basis-separation

Implementation of the BASIS algorithm for source separation with deep generative priors

bellebats

bv_context_adaptation

Robust sound event detection in bioacoustic sensor networks

capsnet-1

CapsNet (from "Dynamic Routing Between Capsules") implemented in pytorch.

capsule_net_pytorch

Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]

cdur

Repository for the paper "Towards duration robust weakly supervised sound event detection"

clustergcn

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

crnn-audio-classification

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

cudf

cuDF - GPU DataFrame Library

datasets

dcase-few-shot-bioacoustic

dcase2021_task2_baseline_ae

Autoencoder-based baseline system for DCASE2021 Challenge Task 2.

dcase20_task4

Baseline of DCASE 2020 task 4

echolocation_separation

generative-models

hifi-gan

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

hifi-gan-1

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

kristeva

Kristeva is a constant companion throughout my journey.

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

ncsn

Noise Conditional Score Networks

nddiss

LaTeX style for Notre Dame Dissertations

open-unmix-pytorch

Open-Unmix - Music Source Separation for PyTorch

openl3

OpenL3: Open-source deep audio and image embeddings

pyro

Deep universal probabilistic programming with Python and PyTorch

pytorch-cifar10

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.