In this work we propose two postprocessing approaches applying convolutional neural networks (CNNs) either in the time domain or the cepstral domain to enhance the coded speech without any modification of the codecs. The time domain approach follows an end-to-end fashion, while the cepstral domain approach uses analysis-synthesis with cepstral d…
☆28Mar 8, 2020Updated 6 years ago
Alternatives and similar repositories for ConvolutionaNeuralNetworksToEnhanceCodedSpeech
Users that are interested in ConvolutionaNeuralNetworksToEnhanceCodedSpeech are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Keras implementation of speech enhancement based on LSGAN☆20Dec 10, 2017Updated 8 years ago
- Convolutional neural nets for single channel speech enhancement☆144Dec 15, 2020Updated 5 years ago
- (tensorflow) Wiener Filter based Speech Enhancement(LSTM/BLSTM, GRU/BGRU, Transformer)☆15Dec 3, 2019Updated 6 years ago
- Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model based on BLSTM. (Interspeech, 2018, with Travel Grants)☆92Jul 22, 2019Updated 7 years ago
- Components loss for neural networks in mask-based speech enhancement☆33Nov 20, 2020Updated 5 years 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.
- 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
- An Attention-based Neural Network Approach for Single Channel Speech Enhancement☆25Dec 1, 2019Updated 6 years ago
- DDAE speech enhancement on spectrogram domain using Keras☆25Aug 21, 2017Updated 8 years ago
- A neural network consist of cnn and lstm for speech enhancement☆25Aug 2, 2018Updated 7 years ago
- Real-time Python framework for DNN-based speech enhancement☆27Mar 23, 2020Updated 6 years ago
- ☆55Jul 21, 2019Updated 7 years ago
- ☆27Apr 12, 2018Updated 8 years ago
- Audio Signal Processing Python Tools☆50Jun 15, 2017Updated 9 years ago
- Language modelling for sound event detection☆20Jan 2, 2020Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Adaptive front ends☆15Oct 1, 2018Updated 7 years ago
- A pytorch implementation of MBNET: MOS PREDICTION FOR SYNTHESIZED SPEECH WITH MEAN-BIAS NETWORK☆62Sep 24, 2021Updated 4 years ago
- Python functions to convert between different speech quality metrics☆54Apr 25, 2018Updated 8 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 3 years ago
- Repository for paper "Non-intrusive speech intelligibility prediction from discrete latent representations"☆12Nov 25, 2021Updated 4 years ago
- An implementation of a sound dereverberation algorithm by Gilbert Soulodre☆23Apr 26, 2018Updated 8 years ago
- DNN-based speech enhancement using Tensorflow by Haoyu Li (Tokyo univ.)☆17Aug 31, 2017Updated 8 years ago
- Speech Enhancement using Bayesian WaveNet☆96Apr 1, 2018Updated 8 years ago
- deep learning based speech enhancement using keras or pytorch, make it easy to use☆339Feb 26, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Multiple Fundamental Frequency Estimation☆27Apr 7, 2014Updated 12 years ago
- python codes to extract MFCC and FBANK speech features for Kaldi☆67Nov 28, 2018Updated 7 years ago
- A Conditional Generative Adverserial Network (cGAN) was adapted for the task of source de-noising of noisy voice auditory images. The bas…☆45Mar 17, 2018Updated 8 years ago
- List of papers about TTS / Список статей о TTS☆10Dec 16, 2017Updated 8 years ago
- Task 4 Large-scale weakly supervised sound event detection for smart cars☆67Dec 20, 2021Updated 4 years ago
- An implementation of the Prism layer (https://arxiv.org/abs/2011.04823)☆12Nov 13, 2020Updated 5 years ago
- Efficient Neural Architecture Search via Straight-Through Gradients☆13Nov 12, 2020Updated 5 years ago
- ☆10May 22, 2023Updated 3 years ago
- Deep neural network based speech enhancement toolkit☆220Jun 14, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- VoiceCode is an Open Source initiative started by the National Research Council of Canada, to develop a programming by voice toolbox. The…☆10Apr 17, 2020Updated 6 years ago
- Unofficial Pytorch Lightning Implementation of "Towards Robust Speech Super-Resolution"☆10May 8, 2023Updated 3 years ago
- Pitch shifter using WSOLA and resampling implemented by Python3☆40Jul 19, 2017Updated 9 years ago
- This folder contains Matlab programs for a toolbox for supervised speech separation using deep neural networks (DNNs).☆45Feb 7, 2017Updated 9 years ago
- ☆21Apr 11, 2019Updated 7 years ago
- MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement (ICML 2019, with Travel awar…☆150Apr 19, 2021Updated 5 years ago
- Code for "Salient Deconvolutional Networks, Aravindh Mahendran, Andrea Vedaldi, ECCV 2016"☆12Sep 28, 2016Updated 9 years ago