An unofficial implementation of the paper "AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss".

Related tags

Computer VisionAutoVC
Overview

AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss

This is an unofficial implementation of AutoVC based on the official one.

The repository is still under construction, so some details may be missing or incomplete.

Preprocessing

python preprocess.py <data_path> <save_path> <encoder_path> [--seg_len seg] [--n_workers workers]

Training

python train.py <config> <data_path> <save_path> [--n_steps steps] [--save_steps save] [--log_steps log] [--batch_size batch] [--seg_len seg]

Reference

Please cite the paper if you find it useful.

@InProceedings{pmlr-v97-qian19c,
  title = {{A}uto{VC}: Zero-Shot Voice Style Transfer with Only Autoencoder Loss},
  author = {Qian, Kaizhi and Zhang, Yang and Chang, Shiyu and Yang, Xuesong and Hasegawa-Johnson, Mark},
  pages = {5210--5219},
  year = {2019},
  editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov},
  volume = {97},
  series = {Proceedings of Machine Learning Research},
  address = {Long Beach, California, USA},
  month = {09--15 Jun},
  publisher = {PMLR},
  pdf = {http://proceedings.mlr.press/v97/qian19c/qian19c.pdf},
  url = {http://proceedings.mlr.press/v97/qian19c.html}
}
Owner
Chien-yu Huang
- Speech Processing - Natural Language Processing - Deep Learning
Chien-yu Huang
Give a solution to recognize MaoYan font.

猫眼字体识别 该 github repo 在于帮助xjtlu的同学们识别猫眼的扭曲字体。已经打包上传至 pypi ,可以使用 pip 直接安装。 猫眼字体的识别不出来的原理与解决思路在采茶上 使用方法: import MaoYanFontRecognize

Aruix 4 Jun 30, 2022
Python-based tools for document analysis and OCR

ocropy OCRopus is a collection of document analysis programs, not a turn-key OCR system. In order to apply it to your documents, you may need to do so

OCRopus 3.2k Dec 31, 2022
A toolbox of scene text detection and recognition

FudanOCR This toolbox contains the implementations of the following papers: Scene Text Telescope: Text-Focused Scene Image Super-Resolution [Chen et a

FudanVIC Team 170 Dec 26, 2022
Deskew is a command line tool for deskewing scanned text documents. It uses Hough transform to detect "text lines" in the image. As an output, you get an image rotated so that the lines are horizontal.

Deskew by Marek Mauder https://galfar.vevb.net/deskew https://github.com/galfar/deskew v1.30 2019-06-07 Overview Deskew is a command line tool for des

Marek Mauder 127 Dec 03, 2022
Natural language detection

Detect the language of text. What’s so cool about franc? franc can support more languages(†) than any other library franc is packaged with support for

Titus 3.8k Jan 02, 2023
基于Paddle框架的PSENet复现

PSENet-Paddle 基于Paddle框架的PSENet复现 本项目基于paddlepaddle框架复现PSENet,并参加百度第三届论文复现赛,将在2021年5月15日比赛完后提供AIStudio链接~敬请期待 AIStudio链接 参考项目: whai362-PSENet 环境配置 本项目

QuanHao Guo 4 Apr 24, 2022
textspotter - An End-to-End TextSpotter with Explicit Alignment and Attention

An End-to-End TextSpotter with Explicit Alignment and Attention This is initially described in our CVPR 2018 paper. Getting Started Installation Clone

Tong He 323 Nov 10, 2022
Steve Tu 71 Dec 30, 2022
Handwritten Number Recognition using CNN and Character Segmentation

Handwritten-Number-Recognition-With-Image-Segmentation Info About this repository This Repository is aimed at reading handwritten images of numbers an

Sparsha Saha 17 Aug 25, 2022
Code for CVPR2021 paper "Learning Salient Boundary Feature for Anchor-free Temporal Action Localization"

AFSD: Learning Salient Boundary Feature for Anchor-free Temporal Action Localization This is an official implementation in PyTorch of AFSD. Our paper

Tencent YouTu Research 146 Dec 24, 2022
This repository provides train&test code, dataset, det.&rec. annotation, evaluation script, annotation tool, and ranking.

SCUT-CTW1500 Datasets We have updated annotations for both train and test set. Train: 1000 images [images][annos] Additional point annotation for each

Yuliang Liu 600 Dec 18, 2022
OCR of Chicago 1909 Renumbering Plan

Requirements: Python 3 (probably at least 3.4) pipenv (pip3 install pipenv) tesseract (brew install tesseract, at least if you have a mac and homebrew

ted whalen 2 Nov 21, 2021
This repository lets you train neural networks models for performing end-to-end full-page handwriting recognition using the Apache MXNet deep learning frameworks on the IAM Dataset.

Handwritten Text Recognition (OCR) with MXNet Gluon These notebooks have been created by Jonathan Chung, as part of his internship as Applied Scientis

Amazon Web Services - Labs 422 Jan 03, 2023
Train custom VR face tracking parameters

Pal Buddy Guy: The anipal's best friend This is a small script to improve upon the tracking capabilities of the Vive Pro Eye and facial tracker. You c

7 Dec 12, 2021
A simple python program to record security cam footage by detecting a face and body of a person in the frame.

SecurityCam A simple python program to record security cam footage by detecting a face and body of a person in the frame. This code was created by me,

1 Nov 08, 2021
A buffered and threaded wrapper for the OpenCV VideoCapture object. Can speed up video decoding significantly. Supports

A buffered and threaded wrapper for the OpenCV VideoCapture object. Can speed up video decoding significantly. Supports "with"-syntax.

Patrice Matz 0 Oct 30, 2021
Use Youdao OCR API to covert your clipboard image to text.

Alfred Clipboard OCR 注:本仓库基于 oott123/alfred-clipboard-ocr 的逻辑用 Python 重写,换用了有道 AI 的 API,准确率更高,有效防止百度导致隐私泄露等问题,并且有道 AI 初始提供的 50 元体验金对于其资费而言个人用户基本可以永久使用

Junlin Liu 6 Sep 19, 2022
Code for the ACL2021 paper "Combining Static Word Embedding and Contextual Representations for Bilingual Lexicon Induction"

CSCBLI Code for our ACL Findings 2021 paper, "Combining Static Word Embedding and Contextual Representations for Bilingual Lexicon Induction". Require

Jinpeng Zhang 12 Oct 08, 2022
CRAFT-Pyotorch:Character Region Awareness for Text Detection Reimplementation for Pytorch

CRAFT-Reimplementation Note:If you have any problems, please comment. Or you can join us weChat group. The QR code will update in issues #49 . Reimple

453 Dec 28, 2022
This project modify tensorflow object detection api code to predict oriented bounding boxes. It can be used for scene text detection.

This is an oriented object detector based on tensorflow object detection API. Most of the code is not changed except for those related to the need of

Dafang He 30 Oct 22, 2022