code study's repositories
once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
MTFAA-Net
Multi-Scale Temporal Frequency Convolutional Network With Axial Attention for Speech Enhancement
pytorch-kaldi
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
comb_filter
Homework - DSP - Notch Filter
SpeechAlgorithms
Speech Algorithms Collections
denoiser
Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.
wechat_articles_spider
微信公众号的爬虫
voxsrc2020
Competition VoxSRC 2020 - VoxCeleb Speaker Recognition Challenge 2020
Tutorial_Speech_Signal_Processing
This repo summarizes the courses and materials for speech signal processing. You are kindly invited to pull requests.
tensorflow-windows-wheel
Tensorflow prebuilt binary for Windows
HCGNet
Official implementations of HCGNets：Gated Convolutional Networks with Hybrid Connectivity for Image Classification (AAAI-2020)
wukong-robot
🤖 wukong-robot 是一个简单、灵活、优雅的中文语音对话机器人/智能音箱项目，还可能是首个支持脑机交互的开源智能音箱项目。
snowboy
DNN based hotword and wake word detection toolkit
Conv-TasNet
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Pytorch's Implement
White-Jotter
白卷是一款使用 Vue+Spring Boot 开发的前后端分离类 CMS 入门项目，附带全套开发教程。
algo
数据结构与算法
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
Factorized-TDNN
PyTorch implementation of the Factorized TDNN (TDNN-F) from "Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks" and Kaldi
darknet-nnpack
Fork of darknet-nnpack
deepin-wine-ubuntu
Deepin Wine for Ubuntu/Debian
deep-learning-audio-specification-app
CNN deep learning model and respiratory sound database to train VGG-19 to detect and classify common lung and heart disease using the Thinklabs electronic stethoscope
traditional-speech-enhancement
Spectral Subtraction, Wiener Filtering, MMSE
EdgeNets
This repository contains the source code of our work on designing efficient CNNs for computer vision
Codes-for-Lane-Detection
Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)
ASRT_SpeechRecognition
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
heart-sounds-segmentation
Heart sounds segmentation based on LSTM neural network and Fourier Synchrosqueezed Transform.
CEEMDAN-1
Implemantasi Ceemdan pada python
ESPNetv2
A light-weight, power efficient, and general purpose convolutional neural network
heartnet
Stethoscope Invariant Heart Sound Abnormality Detection