Search Results for "denoiser"

This repository implements DnCNN (“Deep CNN Denoiser”) from the paper “Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising”. DnCNN is a feedforward convolutional neural network that learns to predict the residual noise (i.e. noise map) from a noisy input image, which is then subtracted to yield a clean image. This formulation allows efficient denoising, supports blind Gaussian noise (i.e. unknown noise levels), and can be extended to related tasks like image super-resolution or JPEG deblocking in some variants. ...

Denoiser is a real-time speech enhancement model operating directly on raw waveforms, designed to clean noisy audio while running efficiently on CPU. It uses a causal encoder-decoder architecture with skip connections, optimized with losses defined both in the time domain and frequency domain to better suppress noise while preserving speech.

...Can be connected in feedback loop input from and output to the system mixer, a button "testloop" adjusts gain to avoid larsen oscillations , and add amazing reverb decay to the overall computer. a realtime audio denoiser with noise spectrum sampling can be used to reduce a microphone port noise.

This is the Cinelerra version of the well known Greycstoration denoiser also available for Gimp image editor. This plugin enable after some settings the best open source quality video denoiser for cinelerra. Greycstoration project has been recently integrated in G'mic project which does not provide any versions usable with cinelerra, and contains much unusefull features for videos softwares.