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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' | |
| # 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' | |
| 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"]) | |
| final_language = gr.inputs.Dropdown([ "Russian","Italian","Spanish","German","English","Japanese"]) | |
| 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, and German video files to Italian, Spanish, Russian, English 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'] | |
| ] | |
| ).launch() |