chaisz19

the-gan-zoo

A list of all named GANs!

Keras-GAN

Keras implementations of Generative Adversarial Networks.

unet

unet for image segmentation

GAN

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

Deep-Learning-Coursera

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

clean-text

🧹 Python package for text cleaning

open_stt

Open STT

GigaSpeech

Large, modern dataset for speech recognition

chinese_text_normalization

Chinese text normalization for speech processing

pika

a lightweight speech processing toolkit based on Pytorch and (Py)Kaldi

Sentiment_analysis

使用深度学习方法对IMDB电影评价做情感分析，使用的方法分别为：MLP、BiRNN、BiGRU+Attention Model

ChineseNER

基于Bi-GRU + CRF 的中文机构名、人名识别, 支持google bert模型

sequitur-g2p

This is a github repository of the abandonware Sequitur G2P by Bisani & Ney

dft-wiener-deconvolution-with-psf

Python2 (OpenCV, NumPy) application to refocus blurred images using Wiener deconvolution.

neural-maxwell

A generative model for computing electromagnetic field solutions

SpeechRecognition

A local auto speech recognition project based on Kaldi and ALSA.

audio-data-augmentation

Audio data augmentation examples

psfestimation

Code for the PyTorch implementation of "Spatially-Variant CNN-based Point Spread Function Estimation for Blind Deconvolution and Depth Estimation in Optical Microscopy", IEEE Transactions on Image Processing, 2020.

PSFEstimation

Point Spread Function Estimation from Images

SNNs-In-Tensorflow

Implementation of a Spiking Neural Network in Tensorflow.

TranscRater

An open-source tool for automatic speech recognition ASR quality estimation.

Attention-Based-BiLSTM-sentence-classify

Industry chain data test：Sentence classify Bi-GRU-att

Opencv

Keras Functional API for multiple inputs and mixed data

DLJeju2018CodeRepoASR

Details on my work on using GANs for speech synthesis for improving Speech Recognition accuracy for ASR problem

speech_recognition_cnn_gan

Convolutional Neural Network and Generative Adversarial Network for Speech Recognition using deep learning, Tensorflow and Speech Commands Dataset

SER_Augmentation_CycleGAN

speech emotion recognition, augmentation

computer_science

machine learning, data mining, algorithm,etc

SpectroGAN

18-781: Automatic Speech Recognition Final Project

lstm-cnn