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KUN's Projects

libvot icon libvot

A multithread library for image retrieval

listen-attend-spell icon listen-attend-spell

A PyTorch implementation of Listen, Attend and Spell (LAS), an End-to-End ASR framework.

lps_extraction icon lps_extraction

The script is to extract log-power-spectrum features for speech enhancement and bandwidth extension.

malaya-speech icon malaya-speech

Speech Toolkit for bahasa Malaysia, https://malaya-speech.readthedocs.io/

mgans icon mgans

Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks

ml-nn-digit-recognition- icon ml-nn-digit-recognition-

A Neural network to identify hand written digits. Images are to be pre processed. Training done on the Original samples of Yann Lecun

ml2021-spring icon ml2021-spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring

model-attacking-defending icon model-attacking-defending

In this project, I implemented FGSM and the basic iterative method to attack a pre-trained model. Then I tried to protect my model by doing randomization to the images before I feed them into my model.

moodle-mod_offlinequiz icon moodle-mod_offlinequiz

The MC Offline quiz module (mod/offlinequiz) adds paper-and-pencil multiple-choice quizzes to Moodle. In offline quizzes students mark answers to questions on a sheet of paper (the answer form).

netron icon netron

Visualizer for deep learning and machine learning models

neural-doodle icon neural-doodle

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

neuralart icon neuralart

An implementation of the paper 'A Neural Algorithm of Artistic Style'.

pix2pix icon pix2pix

Image-to-image translation using conditional adversarial nets

pytorch-mnist-celeba-cgan-cdcgan icon pytorch-mnist-celeba-cgan-cdcgan

Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset

rnnoise icon rnnoise

Recurrent neural network for audio noise reduction

s3prl icon s3prl

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

sednn icon sednn

deep learning based speech enhancement using keras or pytorch, make it easy to use

segan icon segan

Speech Enhancement Generative Adversarial Network in TensorFlow

segan-1 icon segan-1

A PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"

segan-pytorch icon segan-pytorch

SEGAN pytorch implementation https://arxiv.org/abs/1703.09452

segan_pytorch icon segan_pytorch

Speech Enhancement Generative Adversarial Network in PyTorch

seglink icon seglink

An Implementation of the seglink alogrithm in paper Detecting Oriented Text in Natural Images by Linking Segments

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