import streamlit as st from transformers import pipeline from gtts import gTTS # Google Text-to-Speech library import IPython.display as ipd # For playing audio in the notebook # Create a translation pipeline pipe = pipeline('translation', model='Helsinki-NLP/opus-mt-en-hi') text = st.text_area("Enter some English text") if text: out = pipe(text, src_lang='en', tgt_lang='hi') st.json(out) # Extract the translated text from the JSON output translation_text = out[0]['translation_text'] # Convert the translated text to speech tts = gTTS(translation_text, lang='hi') # You can specify the desired language ('hi' for Hindi) # Save the generated speech as an audio file (e.g., "translated_audio.mp3") audio_path = "translated_audio.mp3" tts.save(audio_path) # Display the audio player for listening to the speech st.audio(audio_path, format='audio/mp3')