In this article, we are going to create a speech translator with python using the Google translate API
Installation (Linux):
— pip install SpeechRecognition
— pip install googletrans
— pip install gTTS
— pip install playsound
Installation (Windows):
— pip install SpeechRecognition
— pip install gTTS
— pip install pipwin
— pipwin install pyaudio
— pip install playsound==1.2.2
— pip install googletrans==4.0.0-rc1
Lets import the required modules
import speech_recognition as sr
from googletrans import Translator
from gtts import gTTS
from playsound import playsound
Create an object of the translator class
translator = Translator()
We will now use the default microphone as the audio source, listen to the phrase and extract it into audio data
r = sr.Recognizer()
with sr.Microphone() as source:
print("Speak Now:")
audio = r.listen(source)
Set the destination language, you can get a list of all language codes here [https://meta.wikimedia.org/wiki/Template:List_of_language_names_ordered_by_code]
language_to_translate='en'
The below section will print the recognized speech, set the language to be translated to and use the google API to to translate the recognized speech. We will also print the detected text and the translated text on the console
print("Recognized as: ", r.recognize_google(audio))
language = language_to_translate
translations = translator.translate(r.recognize_google(audio), dest=language)
print(translations.origin, ' -> ', translations.text)
Finally we will save the translated text as an mp3 audio file using Google Text-to-Speech and then play it using the playsound library
myobj = gTTS(text=translations.text, lang=language)
myobj.save(tr + ".mp3")
playsound(tr + ".mp3")
*Complete Code:
*
import speech_recognition as sr
from googletrans import Translator
from gtts import gTTS
from playsound import playsound
translator = Translator()
r = sr.Recognizer()
with sr.Microphone() as source:
print("Speak Now:")
audio = r.listen(source)
language_to_translate='en'
try:
print("Recognized as: ", r.recognize_google(audio))
language = language_to_translate
translations = translator.translate(r.recognize_google(audio), dest=language)
print(translations.origin, ' -> ', translations.text)
myobj = gTTS(text=translations.text, lang=language)
myobj.save(tr + ".mp3")
playsound(tr + ".mp3")
except Exception as e:
print(e)
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