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Hi there, I'm Yang! 👋

Welcome to my GitHub. I'm Yang Xiao(肖扬) or you can call me Austin (ChatGPT gave me this English name). I research speech and audio for the Fortemedia. Before that I graduated as the Master of Artificial Intelligence at Nanyang Technological University. My research lies at building efficient, robust, data-centric machine learning system. At this moment, I mainly work in the data-centric speech system that are continual, real-time and efficient.

Austin Xiao's Projects

90daysofdevops icon 90daysofdevops

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.

academic icon academic

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

adversarial-robustness-toolbox icon adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

ans icon ans

Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning

asc-cl icon asc-cl

Official Pytorch Implementation for Continual Learning For On-Device Environmental Sound Classification

ast icon ast

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

asteroid icon asteroid

The PyTorch-based audio source separation toolkit for researchers

atst-sed icon atst-sed

This repo includes the official implementations of "Fine-tune the pretrained ATST model for sound event detection".

audiomentations icon audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

audiomer-pytorch icon audiomer-pytorch

A Convolutional Transformer for Keyword Spotting (AAAI 2022 DSTC Workshop)

augly icon augly

A data augmentations library for audio, image, text, and video.

autograd icon autograd

Efficiently computes derivatives of numpy code.

avalanche icon avalanche

Avalanche: an End-to-End Library for Continual Learning

awesome-cloud-edge-ai icon awesome-cloud-edge-ai

A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper notes are also provided.

awesome-courses icon awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-ml-model-governance icon awesome-ml-model-governance

This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.

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