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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

meta-transfer-learning icon meta-transfer-learning

TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

minimal-light icon minimal-light

A simple and elegant Jekyll theme for an academic personal homepage

misp2021-avwws icon misp2021-avwws

Repository to store source code for MISP20201AVWWS paper in INTERSPEECH2022

ml-model-ci icon ml-model-ci

MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.

ml-nlp icon ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

mlopstemplate icon mlopstemplate

Providing tools and templates to facilitate modern MLOps practices

moving icon moving

A clean and minimalist theme for Jekyll.

multilingual_kws icon multilingual_kws

Few-shot Keyword Spotting in Any Language and Multilingual Spoken Word Corpus

nannyml icon nannyml

Detecting silent model failure. NannyML estimates performance with an algorithm called Confidence-based Performance estimation (CBPE), developed by core contributors. It is the only open-source algorithm capable of fully capturing the impact of data drift on performance.

nara_wpe icon nara_wpe

Different implementations of "Weighted Prediction Error" for speech dereverberation

nnsslm icon nnsslm

Neural Network based Sound Source Localization Models

online-continual-learning icon online-continual-learning

A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).

otk icon otk

A Pytorch implementation of the optimal transport kernel embedding

pb_sed icon pb_sed

Paderborn Sound Event Detection

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