audio-denoising

logWMSE, an audio quality metric & loss function with support for digital silence target. Useful for training and evaluating audio source separation systems.

Updated Jul 31, 2024
Python

jose-solorzano / audio-denoiser

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Uses machine learning to denoise audio containing speech

machine-learning audio-denoising

Updated Jun 22, 2024
Python

galgreshler / Catch-A-Waveform

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Official pytorch implementation of the paper: "Catch-A-Waveform: Learning to Generate Audio from a Single Short Example" (NeurIPS 2021)

speech-synthesis gan music-generation raw-waveforms audio-inpainting audio-denoising audio-generation single-example bandwidth-extension audio-super-resolution

Updated Apr 2, 2024
Python

praveenhiremath / Machine-Learning-and-Reinforcement-Learning-Projects-LTH

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Machine and Reinforcement Learning at Lunds University

machine-learning q-learning image-classification convolutional-neural-networks support-vector-machines regression-models reinforcement-learning-agent audio-denoising bellman-optimality-equation

Updated Jan 9, 2024
MATLAB

muhd-umer / deep-suppressor

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DeepSuppressor: A deep learning-based approach to speech denoising

deep-learning signal-processing pytorch audio-denoising

Updated Dec 23, 2023
Python

ksasso1028 / audio-reverb-removal

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Code to train a custom time-domain autoencoder to dereverb audio

audio dsp pytorch autoencoder convolutional-neural-networks time-domain denoising-autoencoders denoising multi-task-learning dereverberation autoencoder-neural-network demucs audio-denoising audio-machine-learning audio-ml audio-ai convtasnet

Updated Nov 30, 2023
Python

madhavmk / Noise2Noise-audio_denoising_without_clean_training_data

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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 dependence of clean speech data required by deep learning based audio denoising methods by showing that it is possible to train deep speech denoisi…

deep-learning speech autoencoder data-collection noise-reduction speech-enhancement speech-denoising noise-removal noise2noise audio-denoising audio-enhancement

Updated Sep 1, 2023
Jupyter Notebook

sa-if / Audio-Denoiser

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Python based audio denoiser 🔉

audio-processing python-based audio-denoising

Updated Jun 4, 2023
Python

ap-atul / Audio-Denoising

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Noise removal/ reducer from the audio file in python. De-noising is done using Wavelets and thresholding is done by VISU Shrink thresholding technique

noise-reduction audio-processing-with-python noise-removal audio-denoising process-big-audio-files

Updated Apr 30, 2023
Python

tech-podcasts / SpeechEnhancement

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基于深度学习的语音增强工具(Speech Enhancement Tools Based on Deep Learning)

podcast dialogue speech-enhancement audio-denoising audio-dereverb

Updated Mar 18, 2023
Go

dangvansam / deepxi-flask-server

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DeepXi with Flask Server

python flask web speech-recognition denoising denoise speech-enhancement denoise-autoencoder deepxi audio-denoising

Updated Feb 15, 2023
Python

athanatos96 / Complex-CNN-DeepLab-v3-with-STFT-for-audio-denoising

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Paper Name: Complex Convolution Neural Network model (Complex DeepLab v3) on STFT time-varying frequency components for audio denoising Creating a Complex Deep Lab v3 model for audio denoising using STFT complex mask Dataset from: https://datashare.is.ed.ac.uk/handle/10283/2791

machine-learning deep-learning pytorch convolutional-neural-networks stft audio-processing deeplabv3 audio-denoising