yjlolo

vae-audio

Variational auto-encoders for audio

gmvae-synth

Reproducing code for Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders

pytorch-deep-markov-model

PyTorch re-implementation of [Structured Inference Networks for Nonlinear State Space Models, AAAI 17]

dSEQ-VAE

BAD-VAE: A VAE framework for unsupervised disentanglement of sequential data

DSAE-VC

Implementation of "Posterior Variance-Parameterised Gaussian Dropout: Improving Disentangled Sequential Autoencoders for Zero-Shot Voice Conversion"

constant-memory-waveglow

PyTorch implementation of NVIDIA WaveGlow with constant memory cost.

ismir20-unsupervised-disentanglement

nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

personal-site

pytorch-wav-datasets

s3prl

Self-Supervised Speech/Sound Pre-training and Representation Learning Toolkit

benchmark_VAE

Unifying Generative Autoencoder implementations in Python

c-gmvae

C-GMVAE: Gaussian Mixture VAE with Contrastive Learning for Multi-Label Classification

coding-interview-university

A complete computer science study plan to become a software engineer.

cwvae

Clockwork Variational Autoencoder

dmelodies_dataset

Dataset to study disentanglement in the context of symbolic music. Published as an ISMIR'20 paper titled: "dMelodies: A Music Dataset for Disentanglement Learning"

DTWNet

DTWNet: a Dynamic Time Warping Network

GMVAE

Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering

google-research

Google Research

ismir-2019-posters

models

Models and examples built with TensorFlow

nn-template

Generic template to bootstrap your PyTorch project with PyTorch Lightning, Hydra, W&B, DVC, and Streamlit.

nnsvs

Neural network-based singing voice synthesis library for research.

paper_templates

Repository for paper templates in ISMIR Proceedings

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

ssl-singer-identity

TTS

Deep learning for Text to Speech

VaPar-Synth

Code for our paper "VaPar Synth - A Variational Parametric Model for Audio Synthesis"

vocalset-mfcc

WGANSing

Multi-voice singing voice synthesis