app.py

import streamlit as st
from transformers import pipeline
import speech_recognition as sr
import soundfile as sf

# Load translation models
models = {
    "Urdu": "Helsinki-NLP/opus-mt-en-ur",
    "Punjabi": "Helsinki-NLP/opus-mt-en-pu",
    "Sindhi": "Helsinki-NLP/opus-mt-en-sd",
    "Bihari": "Helsinki-NLP/opus-mt-en-hi",  # Bihari is dialectically close to Hindi
    "Arabic": "Helsinki-NLP/opus-mt-en-ar",
    "Chinese": "Helsinki-NLP/opus-mt-en-zh",
    "French": "Helsinki-NLP/opus-mt-en-fr",
    "German": "Helsinki-NLP/opus-mt-en-de"
}

# Streamlit UI
st.title("Language Translator App")
st.write("Convert voice and text from English to various languages.")

# Input method selection
input_method = st.radio("Select input method:", ["Text", "Voice"])

# Select target language
target_language = st.selectbox("Select target language:", list(models.keys()))

# Load translation pipeline
translation_pipeline = pipeline("translation_en_to_" + target_language.lower(), model=models[target_language])

def translate_text(text):
    translation = translation_pipeline(text)[0]['translation_text']
    return translation

def translate_voice(audio_file):
    recognizer = sr.Recognizer()
    with sr.AudioFile(audio_file) as source:
        audio_data = recognizer.record(source)
        text = recognizer.recognize_google(audio_data)
        return translate_text(text)

# Text translation
if input_method == "Text":
    text_input = st.text_area("Enter English text here:")
    if st.button("Translate Text"):
        if text_input:
            translated_text = translate_text(text_input)
            st.write(f"**Translated Text ({target_language}):** {translated_text}")
        else:
            st.write("Please enter some text to translate.")

# Voice translation
elif input_method == "Voice":
    st.write("Upload an English voice file (WAV format).")
    voice_input = st.file_uploader("Upload Voice File", type=["wav"])
    if st.button("Translate Voice"):
        if voice_input:
            translated_voice = translate_voice(voice_input)
            st.write(f"**Translated Text ({target_language}):** {translated_voice}")
        else:
            st.write("Please upload a voice file to translate.")