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a-hierarchical-latent-structure-for-variational-conversation-modeling

PyTorch Implementation of "A Hierarchical Latent Structure for Variational Conversation Modeling" (NAACL 2018 Oral)

ai_notes

machine learning/artificial intelligence notes

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

benchmark_vae

Unifying Generative Autoencoder implementations in Python

c-gmvae

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

cdvae-vc

TensorFlow Implementation of CDVAE-VC.

coding-interview-university

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

constant-memory-waveglow

PyTorch implementation of NVIDIA WaveGlow with constant memory cost.

cs236_dgm

🦍 Stanford CS236 : Deep Generative Models

cwvae

Clockwork Variational Autoencoder

disentangled-sequential-autoencoder

Variational Autoencoder for Unsupervised and Disentangled Representation Learning of content and motion features in sequential data (Mandt et al.).

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"

dsae-vc

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

dseq-vae

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

dtwnet

DTWNet: a Dynamic Time Warping Network

fhvae-pytorch

gmvae

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

gmvae-synth

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

google-research

Google Research

infocatvae

ismir-2019-posters

ismir20-unsupervised-disentanglement

ismir2018-oss-tutorial

ISMIR2018 Tutorial on Open Source and Reproducibility in MIR Research

kvae

Kalman Variational Auto-Encoder

models

Models and examples built with TensorFlow

music-seq2seq

my-study-notes

nlp-roadmap

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

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.