Lu Zhang's repositories
Complex-MTASSNet
Multi-Task Audio Source Separation, Two-Stage Model, Complex Domain.
Learning_Neural_Acoustic_Fields
Official code for "Learning Neural Acoustic Fields"
DeepAFx
Third-party audio effects plugins as differentiable layers within deep neural networks.
DeepComplexUNetPyTorch
Implementation of Deep Complex UNet Using PyTorch
demucs
Code for the paper Music Source Separation in the Waveform Domain
DNS-Challenge
This repo contains the scripts, models and required files for the Interspeech 2020 Deep Noise Suppression (DNS) Challenge. We are open sourcing clean speech and noise files as well. Participants of this challenge will use the scripts from this repo to create data to train their noise suppressors. They will compare their method with our baseline noise suppressor and report the results.
DSP-IIR
DSP IIR realtime filter library written in C++
efficient-neural-speech-enhancement
Audio samples for the paper "TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids"
FullSubNet
PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."
MS-SNSD
The Microsoft Scalable Noisy Speech Dataset (MS-SNSD) is a noisy speech dataset that can scale to arbitrary sizes depending on the number of speakers, noise types, and Speech to Noise Ratio (SNR) levels desired.
open-unmix-pytorch
Open-Unmix - Music Source Separation for PyTorch
pafx
Python Audio Effects
phasen
A unofficial Pytorch implementation of Microsoft's PHASEN
Podcastmix
PodcastMix A dataset for separating music and speech in podcasts.
pymixconsole
Headless multitrack mixing console in Python
qadrc
qadrc - dynamic range compression
RTNet
implementation of Monaural Speech Enhancement with Recursive Learning in the Time Domain
SERIL
Official Implementation of SERIL in Pytorch
sndfilter
Algorithms for sound filters, like reverb, dynamic range compression, lowpass, highpass, notch, etc
Speaker_Verification
Tensorflow implementation of generalized end-to-end loss for speaker verification
Speech-Transformer
A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.
speechbrain
A PyTorch-based Speech Toolkit
spleeter
Deezer source separation library including pretrained models.
Syn2Real
Syn2Real Transfer Learning for Image Deraining using Gaussian Processes