This project leverages a U-Net deep learning architecture to remove noise from audio signals. It processes audio into spectrograms, trains the model on clean and noisy pairs, and reconstructs clean audio through denoising. Applications include improving audio quality for telecommunications, voice assistants, and recordings.
☆14Jan 1, 2025Updated last year
Alternatives and similar repositories for speech-enhancement-noise-reduction-unet
Users that are interested in speech-enhancement-noise-reduction-unet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository consists of application of Speech Denoising using DNN, CNN (1D and 2D) and RNN (LSTM) in tensorflow.☆16Jun 15, 2019Updated 7 years ago
- We propose a novel deep learning framework DRSNet (deep residual shrinkage network) with an embedded soft-threshold denoising scheme for …☆16May 25, 2023Updated 3 years ago
- 全卷积网络进行语音降噪☆18Dec 8, 2021Updated 4 years ago
- Implementation of the paper "Exploiting Time-Frequency Conformers for Music Audio Enhancement"☆16Mar 21, 2025Updated last year
- Up-sampling and denoising signals using a deep neural network model☆12Jun 7, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Gravitational wave data denoising and signal detection for space-based detections☆10Sep 14, 2023Updated 3 years ago
- 基于matlab的数字信号降噪系统以及GUI界面☆15Dec 19, 2021Updated 4 years ago
- This repo is a comparison study of HR and BR measurement using Doppler Radar and ECG☆12Jul 16, 2022Updated 4 years ago
- Data generator for stereo sound event localization and detection task of DCASE 2025 challenge☆17Jul 17, 2025Updated last year
- Python based audio denoiser 🔉☆30Jun 4, 2023Updated 3 years ago
- Speech Denoising using RNNs in Tensorflow☆24Apr 20, 2018Updated 8 years ago
- 语音增强论文，降噪、去混响等☆35Jun 21, 2024Updated 2 years ago
- A Wii tanks inspired Python game using minimal amount of libraries.☆11Sep 17, 2026Updated last month
- Denoiser onnx model usage☆11Nov 30, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆12Jan 12, 2024Updated 2 years ago
- Implementing Classic Kalman Filter Algorithm in Python☆13Aug 24, 2018Updated 8 years ago
- ☆16Jan 21, 2022Updated 4 years ago
- Official implementation of Horcrux for radar signal augmentation☆15Jan 23, 2025Updated last year
- 数字图像处理-指纹特征提取☆11Jun 15, 2023Updated 3 years ago
- The state-of-art time domain network for speech separation, and it performs well on speech enhancement and music separation☆48Feb 14, 2019Updated 7 years ago
- An implementation of Neural Style Transfer for Audio using Pytorch.☆11Dec 14, 2017Updated 8 years ago
- ECG Classification using PyTorch☆19Jun 27, 2022Updated 4 years ago
- A CNN-based audio denoiser☆10May 2, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ECGNet, leveraging PyTorch, classifies ECG signals with 96% accuracy, using a streamlined model of around 1300 parameters, trained on Ka…☆17Feb 22, 2024Updated 2 years ago
- ☆17Feb 22, 2025Updated last year
- Python library designed to integrate Kolmogorov Arnold Networks with recurrent mechanisms.☆11Apr 16, 2025Updated last year
- A study about the Generalized Cross-Correlation with Phase Transform algorithm.☆14Nov 23, 2021Updated 4 years ago
- ☆13Aug 15, 2025Updated last year
- Code to train a custom time-domain autoencoder to dereverb audio☆16Nov 30, 2023Updated 2 years ago
- Delossify compressed audio (mp3 and others)☆13Dec 20, 2024Updated last year
- This is the official repository of the paper "DNCNet: Deep Radar Signal Denoising and Recognition" from IEEE Transactions on Aerospace an…☆32Mar 29, 2025Updated last year
- TCN + Bi-Mamba/FLA + GNN + Dynamic LPE for Clinical EEG Seizure Detection☆23Dec 29, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 数字信号处理大作业，语音处理☆10Mar 16, 2024Updated 2 years ago
- DNN-based SE in the frequency domain using Pytorch. You can test some state-of-the-art networks using T-F masking or spectral mapping met…☆63Apr 2, 2022Updated 4 years ago
- SoundMatchAnalyser (SMA) is a powerful tool designed to analyze and compare audio quality by evaluating the differences between two audio…☆17Jan 1, 2025Updated last year
- DNN and RCED speech enhancement☆20Jan 30, 2024Updated 2 years ago
- Self-Attention Generative Adversarial Network for Speech Enhancement using Tensorflow 2☆16Jan 30, 2021Updated 5 years ago
- A simple Python wrapper for audio noise reduction RNNoise. Simplifies work with it, adds new trained models and detailed instructions for…☆185May 22, 2024Updated 2 years ago
- The Neural-SRP method for DOA estimation☆37May 24, 2024Updated 2 years ago