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from gtts import gTTS
import gradio as gr
import os
import speech_recognition as sr
from googletrans import Translator, constants
from pprint import pprint
#pip install moviepy
#pip3 install googletrans
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'
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
videoclip.write_videofile("new_filename.mp4")
#return 'audio.wav'
return 'new_filename.mp4'
examples = [
[os.path.abspath("English-Steve-Jobs.mp4")],
[os.path.abspath("Russian-Putin.mp4")],
[os.path.abspath("Italian-Conte.mp4")],
[os.path.abspath("Japanese-DragonBall.mp4")]
]
initial_language = gr.inputs.Dropdown(["English","Italian","Japanese","Russian","Spanish","German"])
final_language = gr.inputs.Dropdown([ "Russian","Italian","Spanish","German","English"])
gr.Interface(fn = video_to_translate,
inputs = ['file',initial_language,final_language],
outputs = 'video',
verbose = True,
title = 'Video Translator',
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.',
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 a mp4 format.
For more information visit <a href="https://ruslanmv.com/">ruslanmv.com</a>
</p>
</div>''',
examples=examples
).launch()
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