import streamlit as st from transformers import pipeline from gtts import gTTS import uuid import os # Language options and model map (now with 10 languages) MODEL_MAP = { ("en", "fr"): "Helsinki-NLP/opus-mt-en-fr", ("fr", "en"): "Helsinki-NLP/opus-mt-fr-en", ("en", "de"): "Helsinki-NLP/opus-mt-en-de", ("de", "en"): "Helsinki-NLP/opus-mt-de-en", ("en", "es"): "Helsinki-NLP/opus-mt-en-es", ("es", "en"): "Helsinki-NLP/opus-mt-es-en", ("en", "it"): "Helsinki-NLP/opus-mt-en-it", ("it", "en"): "Helsinki-NLP/opus-mt-it-en", ("en", "zh"): "Helsinki-NLP/opus-mt-en-zh", # Chinese ("zh", "en"): "Helsinki-NLP/opus-mt-zh-en", # Chinese ("en", "ur"): "Helsinki-NLP/opus-mt-en-ur", # Urdu ("ur", "en"): "Helsinki-NLP/opus-mt-ur-en", # Urdu ("en", "ar"): "Helsinki-NLP/opus-mt-en-ar", # Arabic ("ar", "en"): "Helsinki-NLP/opus-mt-ar-en", # Arabic ("en", "fa"): "Helsinki-NLP/opus-mt-en-fa", # Persian ("fa", "en"): "Helsinki-NLP/opus-mt-fa-en", # Persian ("en", "tr"): "Helsinki-NLP/opus-mt-en-tr", # Turkish ("tr", "en"): "Helsinki-NLP/opus-mt-tr-en", # Turkish } TRANSLATORS = {} # Language map for the dropdowns lang_map = { "English": "en", "French": "fr", "German": "de", "Spanish": "es", "Italian": "it", "Chinese": "zh", # Simplified Chinese "Urdu": "ur", "Arabic": "ar", "Persian": "fa", "Turkish": "tr" } # UI st.title("🌍 Multilingual Translator with Text-to-Speech") lang_options = list(lang_map.keys()) src_lang_name = st.selectbox("Select source language", lang_options, index=0) tgt_lang_name = st.selectbox("Select target language", lang_options, index=1) # Map language names to codes src_lang = lang_map[src_lang_name] tgt_lang = lang_map[tgt_lang_name] text_input = st.text_area("Enter text to translate:") if st.button("Translate & Speak"): if not text_input.strip(): st.warning("Please enter some text.") elif src_lang == tgt_lang: st.warning("Source and target languages must be different.") else: # Load model lazily if (src_lang, tgt_lang) not in TRANSLATORS: with st.spinner(f"Loading model: {MODEL_MAP[(src_lang, tgt_lang)]}"): TRANSLATORS[(src_lang, tgt_lang)] = pipeline("translation", model=MODEL_MAP[(src_lang, tgt_lang)]) translator = TRANSLATORS[(src_lang, tgt_lang)] with st.spinner("Translating..."): translated_text = translator(text_input)[0]["translation_text"] st.success("Translation complete!") st.text_area("Translated Text:", translated_text) try: audio_filename = f"{uuid.uuid4().hex}.mp3" tts = gTTS(text=translated_text, lang=tgt_lang) tts.save(audio_filename) audio_file = open(audio_filename, "rb") st.audio(audio_file.read(), format="audio/mp3") audio_file.close() os.remove(audio_filename) except Exception as e: st.warning(f"Translation OK, but TTS failed: {e}")