haoxiangsnr / UNetGAN-Demo
[INTERSPEECH 2019] Waiting Update! This project is a demonstration of the paper UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-noise Ratio Condition.
☆20Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for UNetGAN-Demo
- ☆41Updated 5 years ago
- WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-end Speech Enhancement☆36Updated 4 years ago
- Components loss for neural networks in mask-based speech enhancement☆33Updated 4 years ago
- Implementation of the paper "SNR-Based Progressive Learning of Deep Neural Network for Speech Enhancement."☆42Updated 5 years ago
- This repo provides the network code and the processed samples of the manuscript "Glance and Gaze: A Collaborative Learning Framework for …☆65Updated 2 years ago
- A neural network consist of cnn and lstm for speech enhancement☆24Updated 6 years ago
- implementation of "DCCRN-Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement" by pytorch☆49Updated 3 years ago
- This is the repo of the manuscript "Embedding and Beamforming: All-Neural Causal Beamformer for Multichannel Speech Enhancement", which w…☆79Updated 2 years ago
- STOI loss function in PyTorch☆87Updated last month
- [Research] Monaural Speech Enhancement through Wave-U-Net (SEWUNet)☆30Updated 2 years ago
- PAGAN: a phase-adapted GAN for speech enhancement☆34Updated 4 years ago
- End-to-end waveform utterance enhancement for direct evaluation metrics optimization by fully convolutional neural networks (TASLP 2018)☆18Updated 5 years ago
- SpEx+(tied) source code☆75Updated last year
- This is the implementation of the paper ''Taylor, Can You Hear Me Now? A Taylor-Unfolding Framework for Monaural Speech Enhancement'', wh…☆63Updated 2 years ago
- This is the microphone array generalization investigation based on previous Narrow Band Deep Filtering methods.☆36Updated 8 months ago
- The audio demos with respect to the paper "DBT-Net: Dual-branch federative magnitude and phase estimation with attention-in-attention tra…☆26Updated 2 years ago
- Multi-Phase Gammatone Filterbank (MP-GTF) construction for Python☆46Updated 4 years ago
- A PyTorch implementation of Conv-TasNet☆46Updated 4 years ago
- DCCRN with various loss functions☆91Updated 2 years ago
- ☆49Updated 2 years ago
- Speech Enhancement Metrics (PESQ, CSIG, CBAK, COVL)☆63Updated 4 years ago
- ☆87Updated 3 years ago
- Beam-guided TasNet☆46Updated 2 years ago
- Implementation of "SpEx: Multi-Scale Time Domain Speaker Extraction Network".☆35Updated 4 years ago
- speech enhancement metrics：CSIG, CBAK, CMOS, SSNR, PESQ, STOI, ESTOI, SNR, IS, LLR, WSS☆59Updated last year
- Uformer: A Unet based dilated complex & real dual-path conformer network for simultaneous speech enhancement and dereverberation☆97Updated 2 years ago
- Distributed semi-constrained microphone arrays☆29Updated 6 months ago