GVT is a generic translation tool for parts of text on the PC screen with Text to Speak functionality.

Overview

๐ŸŽฎ ๐ŸŽง ๐Ÿš€ Generic Visual Translator ๐Ÿš€ ๐ŸŽง ๐ŸŽฎ

GVT is a generic translation tool for parts of text on the PC screen with Text to Speech functionality. I wanted to create it because the existing tools that I experimented with did not satisfy me in ease-to-use experience and configuration. Personally I used it with Lost Ark (example included generated by 2k monitor) to translate simple dialogues of quests in Italian.

ko-fi

๐Ÿ“ Requirements

Tested Operating Systems : Windows 10/11 Python Version: 3.9.6

  • Easynmt
  • OpenCV2
  • Easyocr
  • Numpy
  • Deepl (Unofficial API)
  • Pyttsx3
  • Pywin32
  • WXWidgets
  • Pygame
  • Keyboard

The requirements.txt file has been created with the versions currently installed on my pc, but it is not excluded that GVT could work also with newer or older versions of the same libraries

Requirements installation command pip install -r requirements.txt

๐Ÿ’ช How it works

GVT simply translates a user-defined region of the screen and then recites it using Windows 10/11 TTS (Not tested on Windows 7) showing the translated text instead of the one on the screen.

Before using it, you need to configure the config.yaml file in the same folder.

Then you can run GVT using run.bat or with the command python main.py.

## ๐Ÿ‘€ File description config.yaml.

Variable Name Type of variable Description Recommended
game_name string between " Application Name
source_language Acronym that corresponds to the Application language (ex. en,de,ch,jp) Language of the application.
target_language Acronym that corresponds to the chosen language (ex. en,de,ch,jp) Language in which to translate.
translation_method deepl | opus Translation Engine. Deepl will use unofficial API. deepl
translation_internal_method offline | online Used only when you select internal in the translation_method variable. offline: is using the model downloaded in the models\opus-mt folder. You can download the entire model here : https://huggingface.co/Helsinki-NLP online: it download the model you need automatically.
gpu_enabled True | False With True and a supported GPU the read of the text will be really fast. True
time_between_captures integer Time that pass before GVT check a new element on the screen. 1
skip_key string between " | "None" If the text can be sent forward, once read, with a key, GVT can send it forward automatically by telling it which key to press. If set to None it will not do anything.
show_text True | False If set to True, an overlay will be shown on the application text, containing the translated text.
time_to_wait_for_word float If tss_enabled is set to False and show_text is set to True GVT will use this parameter to figure out how long to show the overlay text. If tss_enabled is set to True this parameter will be ignored and the overlay will last as long as it takes to play the audio of the text. 0.3
tts_enabled True | False If enabled, GVT will use windows text to Speech the translated phrase.
tts_voice_number integer Use voice_list.py to list all the voices on your system and to see which number corresponds to the one you want to choose.
main_region It contains the coordinates of the region of the screen where the text to be translated will appear. Use GetCoords.py to make your job easier.
main_region > X integer Starting point of the region on the X axis.
main_region > Y integer Starting point of the region on the Y axis.
main_region > extensionOfX integer Number of pixels required to reach the end point of the frame on the X axis.
main_region > extensionOfY integer Number of pixels required to reach the end point of the frame on the Y axis.
activator_region It contains the coordinates where GVT will look for the text activation image to be translated. Once found, GVT will proceed with the translation. Once it disappears it will return to idle state.
activator_region > name string | "None" Name of the image that you will cut from a screenshot of your screen and that identifies the appearance of a text to be translated in the application.It need to be placed in the activators folder
activator_region > X integer Starting point of the region on the X axis.
activator_region > Y integer Starting point of the region on the Y axis.
activator_region > extensionOfX integer Number of pixels required to reach the end point of the frame on the X axis.
activator_region > extensionOfY integer Number of pixels required to reach the end point of the frame on the Y axis.

๐Ÿš€ Getting started

This is an example based on the LostArk video game

  • Clone this repository on your pc or download the folder and enter in it
  • Launch LostArk and reach a dialogue scene
  • Run runCoordHelper.bat or the command python GetCoords.py
  • Press Z on the upper left point of the text box
  • Press Z on the lower right point of the text box
  • Copy the coordinates from the console instead of the empty fields in the config.yaml file under the main_region and close the console
  • Find the dot or icon that appears whenever the text to be translated also appears, in the case of LostArk it is the Leave button at the bottom right
  • Press the Shift + Win + S buttons on Windows 10 or 11 and select this image and save it later in the ** activators ** folder with a recognizable name
  • Run runCoordHelper.bat again or the command` python GetCoords.py
  • Use the same method as above to get the coordinates of a not too narrow box surrounding the ** activator ** in-game image
  • Copy the coordinates from the console and paste it instead of the empty fields in the config.yaml file under the activator_region and close the console
  • Set the source_language with the acronym of the language you want to translate from, and the target_language for the language you want to translate the game into (use https://github.com/ptrstn/deepl-translate for the reference table and languages supported by deepl or go here https://huggingface.co/Helsinki-NLP for opus models)
  • Set the dialog progress key if desired, otherwise leave it at None. Note: Leave to None if your game have a heavy anti-cheat system that not allow anything except you to press the keys of your keyboard
  • Set show_text and tts_enabled according to what you want enabled/disabled
  • If you have set tts_enabled to True, run runVoiceList.bat or python voice_list.py to find out the number matched to the voices installed in your Windows distribution (is the one in the square parentheses) and set the variable tts_voice_number to the desired number.

Here is an example of the complete file ๐Ÿ“‹

game_name:  Lost_Ark
source_language: en
target_language: it
translation_method: deepl
translation_internal_method: offline
gpu_enabled: True
time_between_captures: 1
skip_key: "g"
show_text: False
time_to_wait_for_word: 0.3
tts_enabled: True
tts_voice_number: 0

main_region: 
  X: 567
  Y: 1304
  extensionOfX: 2068
  extensionOfY: 1439
activator_region:
  name: "lost_ark.png"
  X: 2
  Y: 1308
  extensionOfX: 2559
  extensionOfY: 1439

  • Execute run.bat

๐Ÿ’ญ To Do

  • Add the capability to define more regions and activator at once
  • Add the capability to support multiple game just chosing it from a menu
Owner
Nuked
Nuked
Semantic search through a vectorized Wikipedia (SentenceBERT) with the Weaviate vector search engine

Semantic search through Wikipedia with the Weaviate vector search engine Weaviate is an open source vector search engine with build-in vectorization a

SeMI Technologies 191 Dec 26, 2022
Lattice methods in TensorFlow

TensorFlow Lattice TensorFlow Lattice is a library that implements constrained and interpretable lattice based models. It is an implementation of Mono

504 Dec 20, 2022
Correctly generate plurals, ordinals, indefinite articles; convert numbers to words

NAME inflect.py - Correctly generate plurals, singular nouns, ordinals, indefinite articles; convert numbers to words. SYNOPSIS import inflect p = in

Jason R. Coombs 762 Dec 29, 2022
NLTK Source

Natural Language Toolkit (NLTK) NLTK -- the Natural Language Toolkit -- is a suite of open source Python modules, data sets, and tutorials supporting

Natural Language Toolkit 11.4k Jan 04, 2023
SentimentArcs: a large ensemble of dozens of sentiment analysis models to analyze emotion in text over time

SentimentArcs - Emotion in Text An end-to-end pipeline based on Jupyter notebooks to detect, extract, process and anlayze emotion over time in text. E

jon_chun 14 Dec 19, 2022
Milaan Parmar / ะœะธะปะฐะฝ ะฟะฐั€ะผะฐั€ / _็ฑณๅ…ฐ ๅธ•ๅฐ”้ฉฌ 170 Dec 13, 2022
Codename generator using WordNet parts of speech database

codenames Codename generator using WordNet parts of speech database References: https://possiblywrong.wordpress.com/2021/09/13/code-name-generator/ ht

possiblywrong 27 Oct 30, 2022
Auto_code_complete is a auto word-completetion program which allows you to customize it on your needs

auto_code_complete is a auto word-completetion program which allows you to customize it on your needs. the model for this program is one of the deep-learning NLP(Natural Language Process) model struc

RUO 2 Feb 22, 2022
AI-powered literature discovery and review engine for medical/scientific papers

AI-powered literature discovery and review engine for medical/scientific papers paperai is an AI-powered literature discovery and review engine for me

NeuML 819 Dec 30, 2022
EMNLP 2021 paper "Pre-train or Annotate? Domain Adaptation with a Constrained Budget".

Pre-train or Annotate? Domain Adaptation with a Constrained Budget This repo contains code and data associated with EMNLP 2021 paper "Pre-train or Ann

Fan Bai 8 Dec 17, 2021
A Semi-Intelligent ChatBot filled with statistical and economical data for the Premier League.

MONEYBALL - ChatBot Module: 4006CEM, Class: B, Group: 5 Contributors: Jonas Djondo Roshan Kc Cole Samson Daniel Rodrigues Ihteshaam Naseer Kind remind

Jonas Djondo 1 Nov 18, 2021
A method to generate speech across multiple speakers

VoiceLoop PyTorch implementation of the method described in the paper VoiceLoop: Voice Fitting and Synthesis via a Phonological Loop. VoiceLoop is a n

Facebook Archive 873 Dec 15, 2022
LewusBot - Twitch ChatBot built in python with twitchio library

LewusBot Twitch ChatBot built in python with twitchio library. Uses twitch/leagu

Lewus 25 Dec 04, 2022
PyTorch Implementation of "Non-Autoregressive Neural Machine Translation"

Non-Autoregressive Transformer Code release for Non-Autoregressive Neural Machine Translation by Jiatao Gu, James Bradbury, Caiming Xiong, Victor O.K.

Salesforce 261 Nov 12, 2022
Global Rhythm Style Transfer Without Text Transcriptions

Global Prosody Style Transfer Without Text Transcriptions This repository provides a PyTorch implementation of AutoPST, which enables unsupervised glo

Kaizhi Qian 193 Dec 30, 2022
AllenNLP integration for Shiba: Japanese CANINE model

Allennlp Integration for Shiba allennlp-shiab-model is a Python library that provides AllenNLP integration for shiba-model. SHIBA is an approximate re

Shunsuke KITADA 12 Feb 16, 2022
Code for "Finetuning Pretrained Transformers into Variational Autoencoders"

transformers-into-vaes Code for Finetuning Pretrained Transformers into Variational Autoencoders (our submission to NLP Insights Workshop 2021). Gathe

Seongmin Park 22 Nov 26, 2022
All the code I wrote for Overwatch-related projects that I still own the rights to.

overwatch_shit.zip This is (eventually) going to contain all the software I wrote during my five-year imprisonment stay playing Overwatch. I'll be add

zkxjzmswkwl 2 Dec 31, 2021
Fast, DB Backed pretrained word embeddings for natural language processing.

Embeddings Embeddings is a python package that provides pretrained word embeddings for natural language processing and machine learning. Instead of lo

Victor Zhong 212 Nov 21, 2022
Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence

Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence

9 Jan 08, 2023