This is a university assignment, where I had to create a 1D Linear Convolution function, and apply noise filters to an audio file. Also, the Convolution function is additionally implmented using CUDA.

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The day has come: the RTX 50-series has arrived and we're here to share exactly what you can expect from its flagship. This ...

Background: Convolutional neural networks (CNNs) have been shown to be powerful tools to assist with object detection and—like a human observer—may be trained based on a relatively small cohort of ...

CUDA version 11.0 and cuDNN version 8.0.4 were utilized ... At the same time, it is affected by several parameters, including the learning rate, the batch size, and the convolution kernel size. The ...