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omenranr's Projects

ai-for-fun icon ai-for-fun

This project is aiming to create fun AI projects.

ams-open-source-version icon ams-open-source-version

This is a working implementation of server side Google Earth Engine API with Nodejs without using App Engine Google hosting solution.

cni_ocr icon cni_ocr

Performing Optical Character Recognition on bad quality Identity Cards. Testing and implementing SRGans and other resolution enhancement techniques.

cropdoc icon cropdoc

CropDoc is a web application for farm managing and disease recognition.

denoiser icon 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.

ensaiai.com icon ensaiai.com

Teaser site with countdown for the SOSZ 2016 edition

fault-prognostic-of-turbofan-engines icon fault-prognostic-of-turbofan-engines

Create an automatic system that allows to predict the RUL (Remaining Useful Life) of a turbojet from temporal data from sensors Prognosis of failures of turbofan engines.

fma icon fma

FMA: A Dataset For Music Analysis

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