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accessing-and-modifying-different-layers-of-a-pretrained-model-in-pytorch

afstft

Alias-free short-time Fourier transform – a robust time-frequency transform for audio processing

agc

Digital Automatic Gain Control Module

aps

A personal toolkit for single/multi-channel speech recognition & enhancement & separation.

asteroid

The PyTorch-based audio source separation toolkit for researchers

audacity

Audio Editor

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

awesome-speech-enhancement

speech enhancement\speech seperation\sound source localization

beamforming-for-speech-enhancement

simple delaysum, MVDR and CGMM-MVDR

conferencingspeech2021

Conferencing Speech Challenge

convnet.pytorch

ConvNet training using pytorch

cv_histogram_equalization

Python implementation of global histogram equalization

cv_stereo_maps

dcrnn

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

deepcomplexcrn

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.

face-attribute-prediction

Face Attribute Prediction on CelebA benchmark with PyTorch Implementation

fixpointcs

A fast, multi-language, multi-precision fixed-point library!

fullsubnet

PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."

kissfft

a Fast Fourier Transform (FFT) library that tries to Keep it Simple, Stupid

label-smoothing-pytorch

label smoothing PyTorch implementation

libsndfile

A C library for reading and writing sound files containing sampled audio data.

mica-gender-from-audio

Gender prediction in movie audio

mlresources

Repository for Machine Learning resources, frameworks, and projects. Managed by the DLSU Machine Learning Group.

msai_squad_bidaf

BiDAF baseline with additional character-level embedding

myweb

nlp_docs

Books, papers, anything related to NLP

openmha

The open Master Hearing Aid (openMHA)

portaudio

PortAudio is a cross-platform, open-source C language library for real-time audio input and output.

portaudio-binaries

Pre-compiled shared libraries for PortAudio