Search results for matlab deep neural networks

22 search results found

Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.

Refinenet ⭐ 500

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

3dmmasstn ⭐ 194

MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)

Pytorch Lapsrn ⭐ 178

Pytorch implementation for LapSRN (CVPR2017)

Awesome Speech Enhancement ⭐ 151

A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.

Matlab Gan ⭐ 125

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

Tutorial_separation ⭐ 117

This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.

Signalgraph ⭐ 110

Matlab-based deep learning toolkit that supports arbitrary directed acyclic graphs (DAG). Support DNN, LSTM, CNN layers and many signal processing layers. Include recipes/examples of using the tool for various tasks.

Unique ⭐ 106

The repository for 'Uncertainty-aware blind image quality assessment in the laboratory and wild' and 'Learning to blindly assess image quality in the laboratory and wild'

Maestro ⭐ 102

An analytical cost model evaluating DNN mappings (dataflows and tiling).

Cie_xyz_net ⭐ 68

PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).

Dnn Speech Enhancement Demo Tool ⭐ 58

Universal Deep neural network based speech enhancement demo and tools, well pre-trained DNN model

Assert ⭐ 53

JHU's system submission to the ASVspoof 2019 Challenge: Anti-Spoofing with Squeeze-Excitation and Residual neTworks (ASSERT).

Deep Ssvep Bci ⭐ 46

Official Repository of 'A Deep Neural Network for SSVEP-Based Brain-Computer Interfaces'

Hico_benchmark ⭐ 38

Code for reproducing the results in "HICO: A Benchmark for Recognizing Human-Object Interactions in Images"

Focuslitenn ⭐ 35

Official PyTorch and MATLAB implementations of our MICCAI 2020 paper "FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology"

Matlab Toolbox For Dnn Based Speech Separation ⭐ 34

This folder contains Matlab programs for a toolbox for supervised speech separation using deep neural networks (DNNs).

Human Activities Gestures Recognition Using Channel State Information Csi Of Ieee 802.11n ⭐ 31

This is a data-set for Human Activities & Gestures Recognition (HAGR) using the Channel State information (CSI) of IEEE 802.11n devices

Deep Learning Based Channel Estimation Schemes For Ieee 802.11p Standard ⭐ 24

This repository includes the source code of the STA-DNN and TRFI DNN channel estimators proposed in "Deep Learning Based Channel Estimation Schemes for IEEE 802.11 p Standard" and "Joint TRFI and Deep Learning for Vehicular Channel Estimation" papers that are published in the IEEE Access journal and the proceedings of the 2020 IEEE GLOBECOM Workshops, respectively.

Perceptual Weighting Filter Loss ⭐ 20

A perceptual weighting filter loss for DNN training in speech enhancement

Speakeridentificationneuralnetworks ⭐ 18

⇨ The Speaker Recognition System consists of two phases, Feature Extraction and Recognition. ⇨ In the Extraction phase, the Speaker's voice is recorded and typical number of features are extracted to form a model. ⇨ During the Recognition phase, a speech sample is compared against a previously created voice print stored in the database. ⇨ The highlight of the system is that it can identify the Speaker's voice in a Multi-Speaker Environment too. Multi-layer Perceptron (MLP) Neural Network base

Enhancing_least_square_channel_estimation_using_deep_learning ⭐ 13

This repository includes the source code of the LS-DNN based channel estimators proposed in "Enhancing Least Square Channel Estimation Using Deep Learning" paper that is published in the proceedings of the 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) virtual conference.

Framing U Net ⭐ 11

Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems

Dnn Hmm ⭐ 11

# DNN-HMM This directory contains all the Perl scripts and MATLAB codes we writed for the identification of replication domains using DNN-HMM in our paper.

Deep Griffinlim Iteration ⭐ 11

PyTorch implementation for Deep Griffin-Lim Iteration paper(https://arxiv.org/abs/1903.03971)

Overlapping Cell Nuclei Segmentation Using Dbn ⭐ 11

Code accompanying our ICVGIP 2016 paper

Nntl ⭐ 10

Neural Networks Templates Library

Modd ⭐ 10

Dataset and Evaluation Scripts for Obstacle Detection via Semantic Segmentation in a Marine Environment

Deep Learning Vehicle Detection ⭐ 10

Vehicle Detection based on Faster R-CNN

Neuron Coverage For Deep Learning ⭐ 8

Compute the neuron coverage of a deep learning network in MATLAB.

Simpledeepnettoolbox ⭐ 7

Simple MATLAB toolbox for deep learning network: Version 1.0.3

Coursera Ml ⭐ 7

💡This repository contains all of the lecture exercises of Machine Learning course by Andrew Ng, Stanford University @ Coursera. All are implemented by myself and in MATLAB/Octave.

Hello_ml ⭐ 7

Hello world examples of the Machine Learning algorithms.

Dnn_wmmse ⭐ 6

Code to reproduce our works on DNN research.

Domain Adaptation Mr ⭐ 5

Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR

Bci_mi_csp_dnn ⭐ 5

Classification algorithm based on motor imagery brain-computer interface

Active Depth From Defocus ⭐ 5

Master thesis