Austin Xiao's Projects
This repository is my documenting repository for learning the world of DevOps. I started this journey on the 1st January 2022 and I plan to run to March 31st for a complete 90-day romp on spending an hour a day including weekends to get a foundational knowledge across a lot of different areas that make up DevOps.
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020)
Official PyTorch implementation of "AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks"
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
PyTorch implementation of adversarial attacks.
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
:hammer:AI 方向好用的科研工具
System for AI Education Resource.
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
profile launchpage
Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning
APP for detecting the concentration of pesticide 2,4-dichlorophenoxyacetic acid
Official Pytorch Implementation for Continual Learning For On-Device Environmental Sound Classification
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
The PyTorch-based audio source separation toolkit for researchers
ASVspoof 2021 Baseline Systems
This repo includes the official implementations of "Fine-tune the pretrained ATST model for sound event detection".
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
A Convolutional Transformer for Keyword Spotting (AAAI 2022 DSTC Workshop)
To make you briefly and flexible build your own dataset from Audioset
Toolkit for downloading and processing Google's AudioSet dataset.
A data augmentations library for audio, image, text, and video.
Efficiently computes derivatives of numpy code.
Avalanche: an End-to-End Library for Continual Learning
A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper notes are also provided.
:books: List of awesome university courses for learning Computer Science!
Data Centric AI resources
Summary, Code for Deep Neural Network Quantization
Awesome Few-Shot Class-Incremental Learning