CeLuigi

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

FaceImageQuality

Code and information for face image quality assessment with SER-FIQ

NSVA

The official implementation of our paper "Sports Video Analysis on Large-scale Data" (https://arxiv.org/abs/2208.04897)

WavAugment

A library for speech data augmentation in time-domain

Fewshot_Detection

Few-shot Object Detection via Feature Reweighting

Aestheval

Code for the paper "Understanding Aesthetics with Language: A Photo Critique Dataset for Aesthetic Assessment"

Noresqa

This github repo is for Neurips 2021 and Interspeech 2022 papers on Non-Matching Reference based estimation of speech quality assessment.

end2you

emotion-classification-from-audio-files

Understanding emotions from audio files using neural networks and multiple datasets.

qt-examples-and-tutorials

:coffee: Qt - Examples and Tutorials

solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

torch-audiomentations

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

piq

Measures and metrics for image2image tasks. PyTorch.

NISQA

NISQA - Non-Intrusive Speech Quality and TTS Naturalness Assessment

SmartPredictThenOptimize

Code for the paper "Smart 'Predict, then Optimize'"

CDCN

Central Difference Convolutional Networks (CVPR'20)

SER-datasets

A collection of datasets for the purpose of emotion recognition/detection in speech.

sudo_rm_rf

Code for SuDoRm-Rf networks for efficient audio source separation. SuDoRm-Rf stands for SUccessive DOwnsampling and Resampling of Multi-Resolution Features which enables a more efficient way of separating sources from mixtures.

MOSNet

Implementation of "MOSNet: Deep Learning based Objective Assessment for Voice Conversion"

Enjoy-Hamburger

[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?

mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

ScaleParty

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

HCL

<Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data> in NIPS 2021

FewShotWithoutForgetting

open-unmix-pytorch

Open-Unmix - Music Source Separation for PyTorch

DB-AIAT

The implementation of "Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement"

av-se

Deep-Learning-Based Audio-Visual Speech Enhancement and Separation

sigsep-mus-eval

museval - source separation evaluation tools for python