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main.py
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# coding=utf8
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from gtts import gTTS
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import gradio as gr
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import os
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import speech_recognition as sr
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from googletrans import Translator, constants
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from pprint import pprint
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#pip install moviepy
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#pip3 install googletrans
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from moviepy.editor import *
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def video_to_translate(file_obj,initial_language,final_language):
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# Insert Local Video File Path
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videoclip = VideoFileClip(file_obj.name)
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# Insert Local Audio File Path
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videoclip.audio.write_audiofile("test.wav",codec='pcm_s16le')
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# initialize the recognizer
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r = sr.Recognizer()
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if initial_language == "English":
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lang_in='en-US'
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elif initial_language == "Italian":
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lang_in='it-IT'
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elif initial_language == "Spanish":
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lang_in='es-MX'
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elif initial_language == "Russian":
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lang_in='ru-RU'
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elif initial_language == "German":
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lang_in='de-DE'
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elif initial_language == "Japanese":
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lang_in='ja-JP'
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# open the file
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with sr.AudioFile("test.wav") as source:
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# listen for the data (load audio to memory)
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audio_data = r.record(source)
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# recognize (convert from speech to text)
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text = r.recognize_google(audio_data, language = lang_in)
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if final_language == "English":
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lang='en'
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elif final_language == "Italian":
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lang='it'
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elif final_language == "Spanish":
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lang='es'
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elif final_language == "Russian":
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lang='ru'
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elif final_language == "German":
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lang='de'
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print(lang)
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# init the Google API translator
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translator = Translator()
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translation = translator.translate(text, dest=lang)
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#translation.text
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trans=translation.text
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myobj = gTTS(text=trans, lang=lang, slow=False)
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myobj.save("audio.wav")
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# loading audio file
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audioclip = AudioFileClip("audio.wav")
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# adding audio to the video clip
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new_audioclip = CompositeAudioClip([audioclip])
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videoclip.audio = new_audioclip
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videoclip.write_videofile("new_filename.mp4")
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#return 'audio.wav'
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return 'new_filename.mp4'
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examples = [
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[os.path.abspath("English-Steve-Jobs.mp4")],
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[os.path.abspath("Russian-Putin.mp4")],
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[os.path.abspath("Italian-Conte.mp4")],
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[os.path.abspath("Japanese-DragonBall.mp4")]
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]
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initial_language = gr.inputs.Dropdown(["English","Italian","Japanese","Russian","Spanish","German"])
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final_language = gr.inputs.Dropdown([ "Russian","Italian","Spanish","German","English"])
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gr.Interface(fn = video_to_translate,
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inputs = ['file',initial_language,final_language],
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outputs = 'video',
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verbose = True,
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title = 'Video Translator',
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description = 'A simple application that translate from English,Italian ,Japanese ,Russian ,Spanish and German video files to Italian, Spanish, Russian or English . Upload your own file, or click one of the examples to load them. Wait one minute to process.',
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article =
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'''<div>
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<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 a mp4 format.
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For more information visit <a href="https://ruslanmv.com/">ruslanmv.com</a>
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</p>
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</div>''',
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examples=examples
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).launch()
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