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Search results for convolutional neural networks 1d convolution

1d-convolution x

convolutional-neural-networks x

3 search results found

Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine

Convolutionaneuralnetworkstoenhancecodedspeech ⭐ 22

In this work we propose two postprocessing approaches applying convolutional neural networks (CNNs) either in the time domain or the cepstral domain to enhance the coded speech without any modification of the codecs. The time domain approach follows an end-to-end fashion, while the cepstral domain approach uses analysis-synthesis with cepstral domain features. The proposed postprocessors in both domains are evaluated for various narrowband and wideband speech codecs in a wide range of conditions

Gedi Bdl ⭐ 22

This repository provides the code used to create the results presented in "Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensembles".

Ecg Atrial Fibrillation Classification Using Cnn ⭐ 17

This is a CNN based model which aims to automatically classify the ECG signals of a normal patient vs. a patient with AF and has been trained to achieve up to 93.33% validation accuracy.

Inception Inceptionresnet Seinception Seinceptionresnet 1d 2d Tensorflow Keras ⭐ 7

Models Supported: Inception [v1, v2, v3, v4], SE-Inception, Inception_ResNet [v1, v2], SE-Inception_ResNet (1D and 2D version with DEMO for Classification and Regression)

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