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| # coding=utf8 | |
| from gtts import gTTS | |
| import gradio as gr | |
| import os | |
| import speech_recognition as sr | |
| from googletrans import Translator, constants | |
| from pprint import pprint | |
| from moviepy.editor import * | |
| def video_to_translate(file_obj,initial_language,final_language): | |
| # Insert Local Video File Path | |
| videoclip = VideoFileClip(file_obj.name) | |
| # Insert Local Audio File Path | |
| videoclip.audio.write_audiofile("test.wav",codec='pcm_s16le') | |
| # initialize the recognizer | |
| r = sr.Recognizer() | |
| if initial_language == "English": | |
| lang_in='en-US' | |
| elif initial_language == "Italian": | |
| lang_in='it-IT' | |
| elif initial_language == "Spanish": | |
| lang_in='es-MX' | |
| elif initial_language == "Russian": | |
| lang_in='ru-RU' | |
| elif initial_language == "German": | |
| lang_in='de-DE' | |
| elif initial_language == "Japanese": | |
| lang_in='ja-JP' | |
| elif initial_language == "Portuguese": | |
| lang_in='pt-BR' | |
| # open the file | |
| with sr.AudioFile("test.wav") as source: | |
| # listen for the data (load audio to memory) | |
| audio_data = r.record(source) | |
| # recognize (convert from speech to text) | |
| text = r.recognize_google(audio_data, language = lang_in) | |
| if final_language == "English": | |
| lang='en' | |
| elif final_language == "Italian": | |
| lang='it' | |
| elif final_language == "Spanish": | |
| lang='es' | |
| elif final_language == "Russian": | |
| lang='ru' | |
| elif final_language == "German": | |
| lang='de' | |
| elif final_language == "Japanese": | |
| lang='ja' | |
| elif final_language == "Portuguese": | |
| lang='pt' | |
| print(lang) | |
| # init the Google API translator | |
| translator = Translator() | |
| translation = translator.translate(text, dest=lang) | |
| #translation.text | |
| trans=translation.text | |
| myobj = gTTS(text=trans, lang=lang, slow=False) | |
| myobj.save("audio.wav") | |
| # loading audio file | |
| audioclip = AudioFileClip("audio.wav") | |
| # adding audio to the video clip | |
| new_audioclip = CompositeAudioClip([audioclip]) | |
| videoclip.audio = new_audioclip | |
| new_video="video_translated_"+lang+".mp4" | |
| videoclip.write_videofile(new_video) | |
| #return 'audio.wav' | |
| return new_video | |
| initial_language = gr.inputs.Dropdown(["English","Italian","Japanese","Russian","Spanish","German","Portuguese"]) | |
| final_language = gr.inputs.Dropdown([ "Russian","Italian","Spanish","German","English","Japanese","Portuguese"]) | |
| gr.Interface(fn = video_to_translate, | |
| inputs = ['file',initial_language,final_language], | |
| outputs = 'video', | |
| verbose = True, | |
| title = 'Video Translator', | |
| description = 'A simple application that translates from English, Italian, Japanese, Russian, Spanish, Portuguese and German video files to Italian, Spanish, Russian, English , Portuguese and Japanese. Upload your own file, or click one of the examples to load them. Wait one minute to process.', | |
| article = | |
| '''<div> | |
| <p style="text-align: center"> All you need to do is to upload the mp4 file and hit submit, then wait for compiling. After that click on Play/Pause for listing to the video. The video is saved in an mp4 format. | |
| For more information visit <a href="https://ruslanmv.com/">ruslanmv.com</a> | |
| </p> | |
| </div>''', | |
| # examples=[['obama.mp4',"English",'Spanish'], | |
| # ['obama.mp4',"English",'Italian'], | |
| # ['obama.mp4',"English",'German'], | |
| # ['obama.mp4',"English",'Japanese'], | |
| # ['obama.mp4',"English",'Portuguese'] | |
| # ] | |
| ).launch() |