JasonSWFu / MetricGAN
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement (ICML 2019, with Travel awards)
☆137Updated 3 years ago
Alternatives and similar repositories for MetricGAN:
Users that are interested in MetricGAN are comparing it to the libraries listed below
- Ideal Ratio Mask (IRM) Estimation based Speech Enhancement using LSTM☆116Updated 5 years ago
- Some useful features of speech process, such as MFCC, gammatone filterbank, GFCC, spectrum(power spectrum and log-power spectrum), Amplit…☆126Updated 4 years ago
- Speech separation with utterance-level PIT experiments☆104Updated 6 years ago
- A PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"☆139Updated 5 years ago
- PAGAN: a phase-adapted GAN for speech enhancement☆34Updated 4 years ago
- [INTERSPEECH 2019] Waiting Update! This project is a demonstration of the paper UNetGAN: A Robust Speech Enhancement Approach in Time Dom…☆20Updated 5 years ago
- A two step optimization for sound source separation on the adaptive front-end domain☆67Updated 4 years ago
- Augmentation adversarial training for self-supervised speaker recognition☆77Updated 3 years ago
- ☆47Updated 4 years ago
- DCCRN with various loss functions☆94Updated 2 years ago
- Code for the ICASSP-2021 paper: Continuous Speech Separation with Conformer.☆114Updated 2 years ago
- A PyTorch implementation of "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" (see recipes in aps framework https:/…☆209Updated last year
- WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-end Speech Enhancement☆37Updated 4 years ago
- Implementation of Deep Complex UNet Using PyTorch☆156Updated 5 years ago
- Tensorflow 2 implementation of Speech Separation Methods☆24Updated 4 years ago
- Keras framework for speech enhancement using relativistic GANs☆52Updated 4 years ago
- The state-of-art time domain network for speech separation, and it performs well on speech enhancement and music separation☆44Updated 6 years ago
- deep clustering method for single-channel speech separation☆109Updated 2 years ago
- Phase-Aware Speech Enhancement with Deep Complex U-Net☆83Updated 5 years ago
- Tensorflow implementation for Speech Enhancement (DDAE)☆48Updated 6 years ago
- Deep Attractor Network (DANet) for single-channel speech separation☆76Updated 6 years ago
- ☆111Updated 4 years ago
- Noise Adaptive Speech Enhancement using Domain Adversarial Training☆22Updated 5 years ago
- A PyTorch implementation of dual-path RNNs (DPRNNs) based speech separation described in "Dual-path RNN: efficient long sequence modeling…☆170Updated 4 years ago
- The implementation of "Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement"☆118Updated 2 years ago
- A PyTorch implementation of Conv-TasNet☆46Updated 5 years ago
- Improved speech enhancement with the Wave-U-Net, a deep convolutional neural network architecture for audio source separation, implemente…☆218Updated 2 years ago
- Speech enhancement system for the CHiME-5 dinner party scenario☆109Updated last month
- Implementation of the paper "SNR-Based Progressive Learning of Deep Neural Network for Speech Enhancement."☆42Updated 5 years ago
- Dual-Path RNN for Single-Channel Speech Separation (in Keras-Tensorflow2)☆34Updated 4 years ago