A PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"
☆155Oct 21, 2019Updated 6 years ago
Alternatives and similar repositories for SEGAN
Users that are interested in SEGAN are comparing it to the libraries listed below
Sorting:
- Speech Enhancement Generative Adversarial Network in PyTorch☆409Aug 16, 2023Updated 2 years ago
- Speech Enhancement Generative Adversarial Network in TensorFlow☆859Mar 24, 2023Updated 2 years ago
- PAGAN: a phase-adapted GAN for speech enhancement☆36Sep 17, 2020Updated 5 years ago
- Convolutional neural nets for single channel speech enhancement☆144Dec 15, 2020Updated 5 years ago
- SEGAN pytorch implementation https://arxiv.org/abs/1703.09452☆111Mar 11, 2019Updated 7 years ago
- Implementation of Sheffield entry for Clarity enhancement challenge.☆18Apr 19, 2022Updated 3 years ago
- 基于gan的语音增强☆16Jan 10, 2019Updated 7 years ago
- Implement Wave-U-Net by PyTorch, and migrate it to the speech enhancement.☆347Oct 4, 2022Updated 3 years ago
- MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement (ICML 2019, with Travel awar…☆150Apr 19, 2021Updated 4 years ago
- A minimum unofficial implementation of the "A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement" (CRN) using PyTorc…☆346Sep 5, 2020Updated 5 years ago
- Improved speech enhancement with the Wave-U-Net, a deep convolutional neural network architecture for audio source separation, implemente…☆223Mar 24, 2023Updated 2 years ago
- This repository contains the code and supplementary result for the paper "Unpaired Speech Enhancement by Acoustic and Adversarial Supervi…☆28Oct 10, 2019Updated 6 years ago
- Phase-Aware Speech Enhancement with Deep Complex U-Net☆86Nov 4, 2019Updated 6 years ago
- Ideal Ratio Mask (IRM) Estimation based Speech Enhancement using LSTM☆121Nov 20, 2019Updated 6 years ago
- Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.☆523Feb 17, 2022Updated 4 years ago
- Speech Denoising with Deep Feature Losses☆189Jun 8, 2020Updated 5 years ago
- Speech Enhancement based on DNN (Spectral-Mapping, TF-Masking), DNN-NMF, NMF☆190Mar 29, 2019Updated 6 years ago
- 基于深度学习的语音增强、去混响☆100Jan 30, 2024Updated 2 years ago
- Conformer-based Metric GAN for speech enhancement☆415May 3, 2024Updated last year
- speech enhancement GAN on waveform/log-power-spectrum data using Improved WGAN☆36Apr 16, 2018Updated 7 years ago
- Keras framework for speech enhancement using relativistic GANs☆52Jun 24, 2020Updated 5 years ago
- A tensorflow implementation of my paper Combining beamforming and deep neural networks for multi-channel speech extraction☆68Dec 15, 2020Updated 5 years ago
- DNN-for-speech-enhancement☆176Feb 23, 2023Updated 3 years ago
- Differentiable implementation of MSBG hearing loss model and MBSTOI intelligibility metric for Clarity Enhancement challenge.☆19Nov 19, 2021Updated 4 years ago
- This repository is an extension of GAN based speech enhancement called SEGAN, and we present two modifications to make model training mor…☆38Mar 24, 2023Updated 2 years ago
- 把 wave-u-net 网络应用于语音增强领域中☆14May 29, 2020Updated 5 years ago
- A perceptual weighting filter loss for DNN training in speech enhancement☆24Apr 30, 2022Updated 3 years ago
- deep learning based speech enhancement using keras or pytorch, make it easy to use☆339Feb 26, 2020Updated 6 years ago
- ☆24Jul 22, 2019Updated 6 years ago
- Code and audio files associated with the paper "Speech Enhancement with Variance Constrained Autoencoders" presented at Interspeech 2019☆15Oct 10, 2019Updated 6 years ago
- Face Landmark-based Speaker-Independent Audio-Visual Speech Enhancement in Multi-Talker Environments☆111Mar 19, 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…☆58Apr 2, 2022Updated 3 years ago
- 语音增强TFCN论文复现☆43Feb 8, 2022Updated 4 years ago
- Implementation for paper "iMetricGAN: Intelligibility Enhancement for Speech-in-Noise using Generative Adversarial Network-based Metric L…☆56Jul 6, 2023Updated 2 years ago
- ☆46Sep 13, 2020Updated 5 years ago
- An Attention-based Neural Network Approach for Single Channel Speech Enhancement☆25Dec 1, 2019Updated 6 years ago
- Speech enhancement system for the CHiME-5 dinner party scenario☆109Feb 6, 2025Updated last year
- In this work we propose two postprocessing approaches applying convolutional neural networks (CNNs) either in the time domain or the ceps…☆28Mar 8, 2020Updated 6 years ago
- A python package for calculating the PESQ.☆407Jul 16, 2025Updated 8 months ago