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Hi 👋, I'm houwenxin

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About

  • 😄 Hi there, thank you for passing by, this is Wenxin (Harold)!
  • 👯 Check out my homepage to learn more about me!

Participated Softwares or Projects

  • NeuralSpeech: A research project in Microsoft Research Asia focusing on neural network based speech processing, including automatic speech recognition (ASR), text to speech (TTS), etc.
  • TorchSSL: An all-in-one toolkit based on PyTorch for semi-supervised learning (SSL), containing code for 9 popular SSL algorithms to enable fair comparison and boost the development of SSL algorithms.
  • EasyEspnet: A wrapper for easier usage of ESPnet that helps you learn/write/run/debug codes in a more friendly Python style.
  • DeepDA: A lightweight, easy-to-extend, easy-to-learn and high-performance toolkit based on PyTorch for domain adaptation (DA) of deep neural networks.
  • spolacq: Spoken Language Acquisition From Conversation Based On Reinforcement Learning

Personal Recommendations

  • ESPnet: the best-ever all-in-one toolkit for end-to-end speech processing!
  • Transfer Learning: you can find all you need for transfer learning from it!

Wenxin's Projects

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

neural_sp icon neural_sp

End-to-end ASR/LM implementation with PyTorch

notes icon notes

研究生阶段的一些文章（技术、思考、读书笔记、日常琐事等）

ostrich-swmm icon ostrich-swmm

A toolset for connecting the OSTRICH optimization software toolkit with the SWMM simulation model.

pycontrast icon pycontrast

PyTorch implementation of Contrastive Learning methods

pyod icon pyod

(JMLR'19) A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

s3prl icon s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit.

tevatron icon tevatron

Tevatron - A flexible toolkit for dense retrieval research and development.

torchssl icon torchssl

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

toutiaocrawler icon toutiaocrawler

今日头条爬虫，主要爬取关键词搜索结果，包含编辑距离算法、奇异值分解、k-means聚类。

transferlearning icon transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

vit-pytorch icon vit-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

voxpopuli icon voxpopuli

A large-scale multilingual speech corpus for representation learning, semi-supervised learning and interpretation

wavegan icon wavegan

WaveGAN: Learn to synthesize raw audio with generative adversarial networks

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