LuMiaMia

LuMiaMia's Stars

• deezer/spleeter

  Deezer source separation library including pretrained models.

  Language:Python25.6k3857702.8k

• facebookresearch/demucs

  Code for the paper Hybrid Spectrogram and Waveform Source Separation

  Language:Python8.1k1515411k

• Rayhane-mamah/Tacotron-2

  DeepMind's Tacotron-2 Tensorflow implementation

  Language:Python2.3k133472906

• facebookresearch/denoiser

  Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.

  Language:Python1.6k37149301

• aliutkus/speechmetrics

  A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR

  Language:Python8872333152

• nussl/nussl

  A flexible source separation library in Python

  Language:Python6032217290

• anicolson/DeepXi

  Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

  Language:MATLAB4972549127

• fgnt/nara_wpe

  Different implementations of "Weighted Prediction Error" for speech dereverberation

  Language:Python4731837165

• WenzheLiu-Speech/sound-source-localization-algorithm_DOA_estimation

  关于语音信号声源定位DOA估计所用的一些传统算法

  Language:MATLAB3636783

• markostam/active-noise-cancellation

  Active noise cancellation using various algorithms (FxLMS, FuLMS, NLMS) in Matlab, VST and C

  Language:Matlab328143101

• jzi040941/PercepNet

  Unofficial implementation of PercepNet: A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband Speech

  Language:C++324284291

• respeaker/mic_array

  DOA, VAD and KWS for ReSpeaker Microphone Array

  Language:Python287194985

• madhavmk/Noise2Noise-audio_denoising_without_clean_training_data

  Source code for the paper titled "Speech Denoising without Clean Training Data: a Noise2Noise Approach". Paper accepted at the INTERSPEECH 2021 conference. This paper tackles the problem of the heavy dependence of clean speech data required by deep learning based audio denoising methods by showing that it is possible to train deep speech denoising networks using only noisy speech samples.

  Language:Jupyter Notebook1737642

• mxer/awesome-speech

  this is a treasure-house of speech

  16314058

• zhr1201/deep-clustering

  A tensorflow implementation for Deep clustering: Discriminative embeddings for segmentation and separation

  Language:Python13562570

• chenwj1989/Beamforming_Examples

  some Matlab examples of microphone array beamforming

  Language:MATLAB952125

• XiaoxiangGao/Dual_Channel_Beamformer_and_Postfilter

  This project gives an example of dual microphone speech enhancement based on GSC beamformer and multiple channel postfilter.

  Language:MATLAB951255

• khaotik/DaNet-Tensorflow

  Tensorflow implementation of "Speaker-independent Speech Separation with Deep Attractor Network"

  Language:Python8981041

• RDShi/voiceprint

  A simple model implemented with tensorflow for voiceprint

  Language:Python864935

• funcwj/cgmm-mask-estimator

  Implementation of the offline method described in "Robust mvdr beamforming using time-frequency masks for online/offline asr in noise" (for python version please refer to https://github.com/funcwj/setk)

  Language:Matlab664119

• wangwei2009/coherence

  dual-mic noise reduction based on coherence function

  Language:MATLAB482017

• sandprddy/Active-Noise-Cancellation-System

  LMS, RLS, QR-RLS based FIR adaptive filter for active noise cancellation with and without quantization effects.

  Language:Matlab466017

• ConferencingSpeech/ConferencingSpeech2022

  Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge in Online Conferencing Applications

  Language:Python39517

• Unisound/SpeechSeparation

  Language:Python379519

• wangwei2009/Microphone-Array-postfilter

  Language:MATLAB311014

• gogyzzz/beamformit_matlab

  A MATLAB implementation of CHiME4 baseline Beamformit

  Language:HTML254015

• bhargavvader/CASApythonPort

  Python code that implements the DUET blind source separation algorithm. Converted from the MATLAB code from here - https://github.com/yvesx/casa495

  Language:Python235111

• marcromani/cocktail

  A blind source separation package using non-negative matrix factorization and non-negative ICA

  Language:Python14113

• simonwwt/microphoneArray

  SMIIP: microphone array

  Language:Matlab12306

• Haibit/cdr-dereverb

  Coherence-based Dereverberation for Speech Enhancement

  Language:MATLAB3101