r9y9/BNMF.jl

Machine Learning

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Created over 10 years ago
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r9y9/BNMF.jl

r9y9

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Bayesian Non-negative Matrix Factorization

BNMF

Bayesian Non-negative Matrix Factorization models

Gamma Process Non-negative Matrix Factorization (GaP-NMF)

Julia translation of the MATLAB code for GaP-NMF as in Bayesian Nonparametric Matrix Factorization for Recorded Music by Matthew D. Hoffman et al. in ICML 2010.

How GaP-NMF works on real data

GaP-NMF | nbviewer

wavenet_vocoder

WaveNet vocoder

deepvoice3_pytorch

PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models

gantts

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

Jupyter Notebook

pysptk

A python wrapper for Speech Signal Processing Toolkit (SPTK).

nnmnkwii

Library to build speech synthesis systems designed for easy and fast prototyping.

tacotron_pytorch

PyTorch implementation of Tacotron speech synthesis model.

Jupyter Notebook

ttslearn

ttslearn: Library for Pythonで学ぶ音声合成 (Text-to-speech with Python)

Jupyter Notebook

pyopenjtalk

Python wrapper for OpenJTalk

pylibfreenect2

A python interface for libfreenect2

SPTK

A modified version of Speech Signal Processing Toolkit (SPTK)

nnmnkwii_gallery

A collection of examples demonstrating how we can build speech synthesis systems using nnmnkwii.

Jupyter Notebook

gossp

Speech Signal Processing for Go (not maintained)

pyreaper

A python wrapper for REAPER

sinsy

A fork of sinsy: HMM/DNN-based singing voice synthesis system

pysinsy

Python wrapper for Sinsy

open_jtalk

A fork of open_jtalk

jsut-lab

HTS-style full-context labels for JSUT v1.1

VoiceConversion.jl

[Deprecated] Statistical Voice Conversion in Julia. See the website link for new library

icassp2020-espnet-tts-merlin-baseline

ICASSP 2020 ESPnet-TTS: Merlin baseline system

Jupyter Notebook

nnet

A small collection of neural network algorithms in Go (no longer maintained)

WORLD.jl

A lightweight julia wrapper for WORLD - a high-quality speech analysis, modification and synthesis system

MelGeneralizedCepstrums.jl

Mel-Generalized Cepstrum analysis

nlp100

Assignments for NLP 100

hts_engine_API

A fork of hts_engine_API

bayesian-kalmanfilter

Variational Baysian Kalman Filter

WORLD

A modified version of WORLD (original: http://ml.cs.yamanashi.ac.jp/world/english/index.html)

Colaboratory

Colaboratory notebooks

Jupyter Notebook

SynthesisFilters.jl

Speech waveform synthesis filters

SPTK.jl

A thin Julia wrapper for Speech Signal Processing Toolkit (SPTK) API

robust_pca

Robust Principal Component Analysis

ConstantQ.jl

A fast constant-q transform in Julia

demos

Deprecated. See https://github.com/r9y9/website

naive_bayes

Naive Bayes implementation with digit recognition sample

kiritan_singing_extra

Extra resources derived from https://github.com/mmorise/kiritan_singing for DNN-based singing voice synthesis

stav

Statistical voice conversion written in Go for signal processing backend, Python for model training and parameter conversions

go-world

Go port to WORLD - a high-quality speech analysis, modification and synthesis system.

VCTK-lab

Full context labels for VCTK corpus extracted by Merlin & speech tools

RobustPCA.jl

Robust Principal Component Analysis in Julia

julia-nmf-ss-toy

NMF-based Music Source Separation Demo in Julia

REAPER.jl

A Julia interface for REAPER (Robust Epoch And Pitch EstimatoR)

dotfiles

Libfreenect2.jl

A Julia wrapper for libfreenect2

blog

Deprecated. See https://github.com/r9y9/website instead.

r9y9.github.io

fft

A simple implementation of Fast Fourier Transform (FFT)

ita-lab

HTS-style full-context labels for ITAコーパスマルチモーダルデータベース

sandbox

media-player-demo

A Media player demonstration using Qt multimedia

docker-pytorch-apex

Docker files for Pytorch + Apex

SpeechBase.jl

Please do not use this package. SpeechBase.jl still need to be carefully designed.

FHMMs.jl

proof of concept

commonvoice-lab

HTS style full-context labels for common voice

setup

Setup script for Linux system

mnist

Go bindings for MNIST

HMMs.jl

Hidden Markov Models in Julia

demos-src

Deprecated. See https://github.com/r9y9/website

pcdio_test

HTSEngineAPI.jl

A Julia wrapper for hts_engine_API

python-neural-net-toy-codes

Feed forward Neural Networks with XOR and MNIST examples

css10-lab

HTS-style full-context labels for CSS 10 Ja corpus

svdd2024seg