liqingchunnnn / Only-Noisy-Training
A self-supervised speech denoising strategy named Only-Noisy Training (ONT), which solves the speech denoising problem with only noisy audio signals in audio space for the first time.
☆68Updated 2 years ago
Alternatives and similar repositories for Only-Noisy-Training
Users that are interested in Only-Noisy-Training are comparing it to the libraries listed below
Sorting:
- Perceptual Contrast Stretching on Target Feature for Speech Enhancement (Accepted by INTERSPEECH 2022)☆60Updated last year
- 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…☆54Updated 3 years ago
- Nested U-Net with two-level skip connections for speech enhancement☆34Updated last year
- TCNN Temporal convolutional neural network for real-time speech enhancement in the time domain☆51Updated 3 years ago
- transformer based neural network for speech enhancement in time domain☆71Updated 3 years ago
- DCCRN with various loss functions☆95Updated 2 years ago
- The implementation of "Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement"☆121Updated 2 years ago
- wsj0-{2, 3, 4, 5} mix generation scripts, in Python.☆58Updated 4 years ago
- The implementation of "X-TF-GridNet: A Time-Frequency Domain Target Speaker Extraction Network with Adaptive Speaker Embedding Fusion", w…☆57Updated 6 months ago
- Speech Enhancement Metrics (PESQ, CSIG, CBAK, COVL)☆73Updated 4 years ago
- ☆110Updated 4 years ago
- This repository contains the audio samples for "D2Former: A Fully Complex Dual-Path Dual-Decoder Conformer Network using Joint Complex Ma…☆40Updated last year
- Single channel speech source separation by diffusion process (ICASSP 2023)☆104Updated last year
- This is the official implementation of the LiSenNet☆85Updated 6 months ago
- The audio demos with respect to the paper "DBT-Net: Dual-branch federative magnitude and phase estimation with attention-in-attention tra…☆27Updated 2 years ago
- A Diffusion Probabilistic Model for Target Sound Extraction☆37Updated 7 months ago
- Speech Separation☆64Updated last year
- Official code for MUSE: Flexible Voiceprint Receptive Fields and Multi-Path Fusion Enhanced Taylor Transformer for U-Net-based Speech Enh…☆40Updated 2 months ago
- An implementation of audio source separation tools.☆81Updated 2 years ago
- implementation of "DCCRN-Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement" by pytorch☆51Updated 3 years ago
- 网络出处:Interactive Speech and Noise Modeling for Speech Enhancement☆28Updated 3 years ago
- Uformer: A Unet based dilated complex & real dual-path conformer network for simultaneous speech enhancement and dereverberation☆103Updated 2 years ago
- Unsupervised domain adaptation for conversational speech enhancement using RemixIT☆53Updated 2 years ago
- This repo provides the network code and the processed samples of the manuscript "Glance and Gaze: A Collaborative Learning Framework for …☆67Updated 3 years ago
- A description of "RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization" [NeurI…☆121Updated 2 weeks ago
- ☆106Updated 2 years ago
- Official code of "DeFT-AN: Dense Frequency-Time Attentive Network for Multichannel Speech Enhancement, IEEE Signal Processing Letters, 20…☆28Updated 7 months ago
- A python implementation of “Self-Supervised Learning of Spatial Acoustic Representation with Cross-Channel Signal Reconstruction and Mult…☆37Updated 7 months ago
- Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge in Online Conferencing Applications☆44Updated 3 years ago
- speech enhancement metrics:CSIG, CBAK, CMOS, SSNR, PESQ, STOI, ESTOI, SNR, IS, LLR, WSS☆66Updated last year