audio-denoising 开源项目推荐（42 个）

Spr-Aachen /Easy-Voice-Toolkit

A user-friendly toolkit for voice recgonition/transcription/conversion etc. | 简单易用的语音工具箱

madhavmk /Noise2Noise-audio_denoising_without_clean_training_data

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…

ap-atul /Audio-Denoising

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

galgreshler /Catch-A-Waveform

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

ceva-ip /DPDFNet

Clean up noisy speech in real time with DPDFNet - open-source streaming speech enhancement for research, audio apps, and edge devices. Includes pretrained models, PyTorch code, ONNX/TFLite inference, 8/16/48 kHz support, and live demos.

tech-podcasts /SpeechEnhancement

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

jose-solorzano /audio-denoiser

Uses machine learning to denoise audio containing speech

crlandsc /torch-log-wmse

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

crlandsc /torch-l1-snr

Variations of L1 SNR Loss function for training audio source separation machine learning models

crlandsc /moises-light

Unofficial PyTorch implementation of "Moises-Light: Resource-efficient Band-split U-Net For Music Source Separation"

sa-if /Audio-Denoiser

Python based audio denoiser 🔉

ksasso1028 /audio-reverb-removal

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

ap-atul /wavelets-ext

A re-implementation of the Wavelets package using Cython to improve the speed.

muhd-umer /deep-suppressor

DeepSuppressor: A deep learning-based approach to speech denoising

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

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

Jeevav62 /voxpolish

VoxPolish - a TTS dataset cleaner. Remove noise, trim silence, normalize loudness for text-to-speech training data in one command.

kts707 /real-time-audio-denoiser

A CNN-based audio denoiser

BenjaminDanker /Audio-Cleaner

Cross‑platform PyQt6 desktop app for video audio denoising using DeepFilterNet3 and FFmpeg

DZDL /aicleaner

Audio denoising in real-time powered by artificial intelligence Python-friendly. Cross-platform. Check ROADMAP!

dangvansam /deepxi-flask-server

DeepXi with Flask Server