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hzhou25's Projects

aes_wimp icon aes_wimp

Support material and source code for the system described in : "New Sonorities for Jazz Recordings: Separation and Mixing using Deep Neural Networks".

aipymusic icon aipymusic

Trains on MIDI data and uses encoder decoder lstm to generate new music.

alphatree-graphic-deep-neural-network icon alphatree-graphic-deep-neural-network

机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(roadmap), 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格工程师的跨越,其中深度学习相关论文附有tensorflow caffe官方源码,应用部分含推荐算法和知识图谱

auraloss icon auraloss

Collection of audio-focused loss functions in PyTorch

band icon band

Generate music using Transformer-XL and a modified MIDI encoding

barkify icon barkify

Barkify: an unoffical training implementation of Bark TTS by suno-ai

betago icon betago

BetaGo: AlphaGo for the masses, live on github.

cartographer icon cartographer

Cartographer is a system that provides real-time simultaneous localization and mapping (SLAM) in 2D and 3D across multiple platforms and sensor configurations.

cnn-explainer icon cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization. https://poloclub.github.io/cnn-explainer/

collagenet icon collagenet

code and demo of the ISMIR 2021 paper CollageNet

dataloaders icon dataloaders

Pytorch and TensorFlow data loaders for several audio datasets

deeplearning icon deeplearning

深度学习入门教程&&优秀文章&&Deep Learning Tutorial

eeg-classification icon eeg-classification

This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.

eeglearn icon eeglearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

gcdn icon gcdn

Deep Graph-Convolutional Image Denoising

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

groove2groove icon groove2groove

Code for "Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data"

jukebox icon jukebox

Code for the paper "Jukebox: A Generative Model for Music"

kagglehouseprice icon kagglehouseprice

used for kaggle competition "House Prices: Advanced Regression Techniques"

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