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Search results for python speech enhancement
python
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speech-enhancement
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71 search results found
Espnet
⭐
7,563
End-to-End Speech Processing Toolkit
Speechbrain
⭐
7,166
A PyTorch-based Speech Toolkit
Asteroid
⭐
2,018
The PyTorch-based audio source separation toolkit for researchers
Deepfilternet
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1,664
Noise supression using deep filtering
Voicefixer
⭐
735
General Speech Restoration
Dtln
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470
Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.
Fullsubnet
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443
PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."
Resemble Enhance
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438
AI powered speech denoising and enhancement
Sprocket
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398
Voice Conversion Tool Kit
Pysepm
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340
Python implementation of performance metrics in Loizou's Speech Enhancement book
Setk
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306
Tools for Speech Enhancement integrated with Kaldi
Sednn
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259
deep learning based speech enhancement using keras or pytorch, make it easy to use
Voicefixer_main
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244
General Speech Restoration
Pb_bss
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234
Collection of EM algorithms for blind source separation of audio signals
Mayavoz
⭐
193
Pytorch based speech enhancement toolkit.
Fullsubnet Plus
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184
The official PyTorch implementation of "FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement".
Wave U Net For Speech Enhancement
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184
Implement Wave-U-Net by PyTorch, and migrate it to the speech enhancement.
Gcc Nmf
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179
Real-time GCC-NMF Blind Speech Separation and Enhancement
Mp Senet
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143
MP-SENet: A Speech Enhancement Model with Parallel Denoising of Magnitude and Phase Spectra
Soundsourceseparation
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134
The code for multi-channel source separation and dereverberation such as FastMNMF1, FastMNMF2, and AR-FastMNMF2.
Aps
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122
A personal toolkit for single/multi-channel speech recognition & enhancement & separation.
Clarity
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91
Clarity Challenge toolkit - software for building Clarity Challenge systems
Segan Pytorch
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83
SEGAN pytorch implementation https://arxiv.org/abs/1703.09452
A Convolutional Recurrent Neural Network For Real Time Speech Enhancement
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79
A minimum unofficial implementation of the A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement (CRN) using PyTorch.
Ssl_speech_restoration
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75
SelfRemaster: SSL Speech Restoration
Torch Pesq
⭐
69
PyTorch implementation of the Perceptual Evaluation of Speech Quality for wideband audio
Fdndlp
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69
A speech dereverberation algorithm, also called wpe
Nlp Guide
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61
Natural Language Processing (NLP). Covering topics such as Tokenization, Part Of Speech tagging (POS), Machine translation, Named Entity Recognition (NER), Classification, and Sentiment analysis.
Eben
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57
Repo for source code of EBEN: Extreme Bandwidth Extension Network
Inter Subnet
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53
The official PyTorch implementation of "Inter-SubNet: Speech Enhancement with Subband Interaction", accepted by ICASSP 2023.
Mcnet
⭐
53
The official repo: "McNet: Fuse Multiple Cues for Multichannel Speech Enhancement" submitted to ICASSP 2023
Dccrn With Various Loss Functions
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50
DCCRN with various loss functions
Gtcrn
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46
The official implementation of GTCRN, an ultra-lite speech enhancement model.
Koala
⭐
42
On-device noise suppression powered by deep learning
Phasen
⭐
38
A unofficial Pytorch implementation of Microsoft's PHASEN
Spiking Fullsubnet
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35
Official repository of Spiking-FullSubNet, the Intel N-DNS Challenge Algorithmic Track Winner.
Conferencingspeech2021
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32
Conferencing Speech Challenge
Pncc
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32
A implementation of Power Normalized Cepstral Coefficients: PNCC
Deepvqe
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31
An unofficial implementation of DeepVQE proposed by Microsoft Corp.
Voice Denoising An
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31
A Conditional Generative Adverserial Network (cGAN) was adapted for the task of source de-noising of noisy voice auditory images. The base architecture is adapted from Pix2Pix.
Irm Based Speech Enhancement Using Lstm
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29
Ideal Ratio Mask (IRM) Estimation based Speech Enhancement using LSTM
Nested U Net Based Real Time Speech Enhancement Mobile App
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28
Real-time speech enhancement mobile app using Nested U-Net
Manner
⭐
28
MANNER: Multi-view Attention Network for Noise ERasure (Speech enhancement in time-domain)
N Hans
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26
Neuro-Holistic Audio-eNhancement System (N-HANS)
Speech_enhancement_mmse Stsa
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24
A statistical model-based Speech Enhancement Using MMSE-STSA
Speech Enhancement Wgan
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23
speech enhancement GAN on waveform/log-power-spectrum data using Improved WGAN
Upf Smc Speech Enhancement Thesis
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22
Deep Noise Suppression for Real Time Speech Enhancement in a Single Channel Wide Band Scenario
Beam Guided Tasnet
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21
Beam-guided TasNet
Snr Based Progressive Learning Of Deep Neural Network For Speech Enhancement
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20
The implementation of the paper SNR-Based Progressive Learning of Deep Neural Network for Speech Enhancement.
Rvae Em
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19
Official PyTorch implementation of "RVAE-EM: Generative speech dereverberation based on recurrent variational auto-encoder and convolutive transfer function" [ICASSP2024]
Nunet Tls
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19
Nested U-Net with two-level skip connections for speech enhancement
Python Speech Enhancement
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18
a python library for speech enhancement
Speechnet
⭐
18
Automatic Speech Recognition
Robustvc
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17
**ICASSP 2022** 《Toward Degradation-Robust Voice Conversion》Using speech enhancement and end-to-end denoising training to improve degradation / adversarial robustness of VC models.
Multi Audiodec
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17
This is the official implementation of our multi-channel multi-speaker multi-spatial neural audio codec architecture.
Neural Speech Dereverberation
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15
Machine and Deep Learning models for speech dereverberation
Denoisers
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15
Simple PyTorch Denoisers for Audio and Spectrograms
Lsa
⭐
15
Ablation study of local spectral attention (LSA) for full-band speech enhancement (SE)
Build Se Dataset
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11
Build speech enhancement dataset.
Deepmultispeech
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10
Deep Multi-Speech model
Sewunet
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10
[Research] Monaural Speech Enhancement through Wave-U-Net (SEWUNet)
Neural Mask Estimation
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10
Cdec
⭐
10
Cross-Domain Echo Controller
Sdx23 Aimless
⭐
9
Dnn Based Speech Enhancement In The Frequency Domain
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8
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 method.
Trt Se
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8
An example of a speech enhancement model deployed with TensorRT.
Avlit
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8
Official source code of the INTERSPEECH 2023 paper: "Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Model" (AVLIT)
Cptnn
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7
unofficial implementation of "CPTNN: CROSS-PARALLEL TRANSFORMER NEURAL NETWORK FOR TIME-DOMAIN SPEECH ENHANCEMENT"
Microphone Array Generalization For Multichannel Narrowband Deep Speech Enhancement
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6
This is the microphone array generalization investigation based on previous Narrow Band Deep Filtering methods.
Tcnn
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5
TCNN Temporal convolutional neural network for real-time speech enhancement in the time domain
Setrain
⭐
5
A training code template for DNN-based speech enhancement.
Plcpa Asym Loss
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5
The power-law compressed phase-aware asymmetric (PLCPA-ASYM) loss
Temporal Auditory Coding Features For Causal Speech Enhancement
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5
code and detailed results for the paper Thoidis I., Vrysis L., Markou D., Papanikolaou, G. Temporal Auditory Coding Features for Causal Speech Enhancement. Electronics 2020, 9, 1698.
Cdma
⭐
5
Circular Differential Microphone Arrays (CDMA) implemented by python
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