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segan

Speech Enhancement Generative Adversarial Network in TensorFlow

AdversarialAudioSeparation

Code accompanying the paper "Semi-supervised adversarial audio source separation applied to singing voice extraction"

Audio-Spectrum-Analyzer-in-Python

A series of Jupyter notebooks and python files which stream audio from a microphone using pyaudio, then processes it.

Audio_Generation

Generate new audio samples using GANs and Style Transfer Methods

Awesome-GANs

Awesome Generative Adversarial Networks with tensorflow

deep-voice-conversion

Deep neural networks for voice conversion (voice style transfer) in Tensorflow

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gans-awesome-applications

Curated list of awesome GAN applications and demo

gantts

PyTorch implementation of GAN-based text-to-speech synthesis and voice conversion (VC)

generative-adversarial-networks

Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs

genetic-algorithm

Genetic algorithm tutorial for Python

lsun

LSUN Dataset Documentation and Demo Code

Medium

Code related to blog posts on my Medium page

mir_eval

Evaluation functions for music/audio information retrieval/signal processing algorithms.

OpenBLAS

OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

pix2pix

Image-to-image translation with conditional adversarial nets

pygta5

Explorations of Using Python to play Grand Theft Auto 5.

pystoi

Implementation of the Short Term Objective Intelligibility measure

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

sednn

deep learning based speech enhancement using keras python, make it easy to use

sep_eval

sigsep-mus-db

Parse and process the SIGSEP-MUS db

SingingStyleTransfer

Singing Style Transfer using Deep U-net for vocal separation & CycleConsistencyBoundaryEquilibrium GAN(Cycle-BEGAN) for vocal style transfer

sourceseparation_misc

speech-enhancement-DNN

Use DNN to estimate the phase information of the speech in STFT filed to improve the speech quality and intelligibility.

testando

ThinkDSP

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

warp-ctc

Fast parallel CTC.

Wave-U-Net-For-Speech-Enhancement

Improved speech enhancement with the Wave-U-Net, a deep convolutional neural network architecture for audio source separation, implemented for the task of speech enhancement in the time-domain.