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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

unilm icon unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

video-to-retail-platform icon video-to-retail-platform

An intelligent multimodal-learning based system for video, product and ads analysis. Based on the system, people can build a lot of downstream applications such as product recommendation, video retrieval, etc.

wav2keyword icon wav2keyword

Wav2Keyword is keyword spotting(KWS) based on Wav2Vec 2.0. This model shows state-of-the-art in Speech commands dataset V1 and V2.

wekws icon wekws

Production First and Production Ready End-to-End Keyword Spotting Toolkit

wenet icon wenet

Production First and Production Ready End-to-End Speech Recognition Toolkit

x-mixup icon x-mixup

Implementation of ICLR 2022 paper "Enhancing Cross-lingual Transfer by Manifold Mixup".

xtreme icon xtreme

XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.

yousan.ai icon yousan.ai

Awesome resources of yousan.ai(closely related to deep learning).

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