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models

Models and examples built with TensorFlow

multimodal-transformer

[ACL'19] [PyTorch] Multimodal Transformer

musegan

An AI for Music Generation

music-con

ICASSP 2021 accepted papers in term of voice conversion (VC)

music21

music21 is a Toolkit for Computational Musicology

neural-layout

Use multi-level force layout method to visualize neural networks

neural-style-audio-tf

TensorFlow implementation for audio neural style.

neural-style-transfer-audio

This is PyTorch Implementation of Neural Style Transfer Algorithm which is modified for Audios.

nlp-tutorials

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

nlp_research

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成 四大任务

nuwave

NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling @ INTERSPEECH 2021

parallelwavegan

Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN & HiFi-GAN & StyleMelGAN) with Pytorch

perceptual_tsne

persim

Distances and representations of persistence diagrams

pitchtron

TTS for pitch-accented language. Korean dialect DB.

plan2scene

Official implementation of the paper Plan2Scene.

pllay

PLLay: Efficient Topological Layer based on Persistence Landscapes

plotnine

A grammar of graphics for Python

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pointnet.pytorch

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

polyphonicpianotranscription

Recurrent Neural Network for generating piano MIDI-files from audio (MP3, WAV, etc.)

pri-denoising-diffusion-

pyeeg

Python + EEG/MEG = PyEEG

python-emotiv

A Python module to access Emotiv EPOC EEG headset on Linux.

python-midi

Python MIDI library

python_speech_features

This library provides common speech features for ASR including MFCCs and filterbank energies.

pytorch-cartoongan

Pytorch implementation of CartoonGAN (CVPR 2018)

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-manifold-matching

A Pytorch implementation of "Manifold Matching via Deep Metric Learning for Generative Modeling" (ICCV 2021)