Austin Xiao's Projects
A Pytorch implementation of the optimal transport kernel embedding
Paderborn Sound Event Detection
An Audio Language model for Audio Tasks
This project will realize experiments about BranchyNet partitioning using pytorch framework
Explore multilingal text classification using embedding, bert and deep learning architecture
Code for the TASLP paper "PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation".
《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book
PyCIL: A Python Toolbox for Class-Incremental Learning
PyContinual (An Easy and Extendible Framework for Continual Learning)
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch implementations of Generative Adversarial Networks.
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Multi-Head-Attention RNN pytorch implement for keyword spotting
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
Some tricks of pytorch... :star:
PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"
Rainbow Keywords - Official PyTorch Implementation
Official pytorch implementation of Rainbow Memory (CVPR 2021)
永久免费开源的导师评价数据、数据爬虫、无需编程基础的展示网页以及新信息补充平台
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
A demo to show how to use ray tune as a trainer to provide ray serve with the continual learning power
README文件语法解读,即Github Flavored Markdown语法介绍
Shaw's Reading Notes.
Self-Supervised Speech Pre-training and Representation Learning Toolkit.
Simple Dynamic Batching Inference
Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)
Evaluation toolbox for Sound Event Detection
Baseline method for sound event localization task of DCASE 2022 challenge
Baseline method for sound event localization task of DCASE 2023 challenge