AI powered speech denoising and enhancement
#计算机科学#A neural network for end-to-end speech denoising
#计算机科学#Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.
#计算机科学#Deep Recurrent Neural Networks for Source Separation
Official PyTorch Implementation of CleanUNet (ICASSP 2022)
#计算机科学#Source code for the paper titled "Speech Denoising without Clean Training Data: a Noise2Noise Approach". Paper accepted at the INTERSPEECH 2021 conference. This paper tackles the problem of the heavy...
VoiceRestore: Flow-Matching Transformers for Universal Speech Restoration
Official repository of Spiking-FullSubNet, the Intel N-DNS Challenge Algorithmic Track Winner.
A statistical model-based Speech Enhancement Using MMSE-STSA
A self-supervised speech denoising strategy named Only-Noisy Training (ONT), which solves the speech denoising problem with only noisy audio signals in audio space for the first time.
#Awesome#A curated list of awesome Speech Enhancement papers, libraries, datasets, and other resources.
NNSE (Neural Network Speech Enhancement) is a speech-denoiser optimized to run on Ambiq's low power platform
#计算机科学#logWMSE, an audio quality metric & loss function with support for digital silence target. Useful for training and evaluating audio source separation systems.
Speech Denoising using RNNs in Tensorflow
Unofficial implementation of ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech
#计算机科学#Removing noise from speech using 1-D & 2-D Convolutional Neural Network (CNN)
Time-Frequency Regularized Overlapping Group Shrinkage
This repository contains a PyTorch implementation of U-Net applied on mel-spectograms of audio files for speech denoising.
#计算机科学#An implementation of the paper MetricGAN (ICML 2019) in pytorch with some changes.
Denoising speech audio using different types of CNN's combined with MFCC's.