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Update app.py
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app.py
CHANGED
@@ -7,17 +7,9 @@ import tempfile
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import shutil
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import re
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LANGUAGE_MAP = {
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"English": "en",
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"Japanese": "ja",
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"German": "de",
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"Hindi": "hi"
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}
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def translate_text(api_key, text, target_language):
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"""
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Translates English text to
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"""
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# Validate input
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if not api_key:
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@@ -31,11 +23,11 @@ def translate_text(api_key, text, target_language):
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# Define the messages for the chat model
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messages_translation = [
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{"role": "system", "content": "You are a helpful translator."},
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{"role": "user", "content": f"Translate the following English text to
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]
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try:
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# Call the OpenAI API to get the translation
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response_translation = openai.ChatCompletion.create(
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model="gpt-4o", # Use the correct endpoint for chat models
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messages=messages_translation,
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@@ -43,13 +35,13 @@ def translate_text(api_key, text, target_language):
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temperature=0.5
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)
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# Extract the translation from the response
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# Define the messages for the pronunciation
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messages_pronunciation = [
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{"role": "system", "content": "You are a helpful assistant who provides the pronunciation of
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{"role": "user", "content": f"Provide the pronunciation for the following
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]
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# Call the OpenAI API to get the pronunciation
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@@ -60,10 +52,10 @@ def translate_text(api_key, text, target_language):
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temperature=0.5
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)
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# Extract the pronunciation from the response
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pronunciation = response_pronunciation.choices[0].message['content'].strip()
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return
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except openai.error.OpenAIError as e:
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return f"OpenAI API error: {str(e)}", None
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@@ -72,21 +64,21 @@ def translate_text(api_key, text, target_language):
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# Function to clean pronunciation text
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def clean_pronunciation(pronunciation_text):
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# Remove introductory phrases like "
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pronunciation_cleaned = re.sub(r"^
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return pronunciation_cleaned
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# Function to generate audio file from text using gTTS
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def generate_audio_from_text(text
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tts = gTTS(text, lang=
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# Save audio to a temporary file
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temp_audio_file = tempfile.NamedTemporaryFile(delete=False, suffix=".mp3")
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tts.save(temp_audio_file.name)
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return temp_audio_file.name
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# Streamlit UI
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st.title("
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st.markdown("Translate English text into
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translateimg = Image.open("Untitled.png") # Ensure the file is in the correct directory
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st.image(translateimg, use_container_width=True) # Adjust the size as per preference
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@@ -97,12 +89,6 @@ api_key = os.getenv("OPENAI_API_KEY")
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# Input field for the text
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english_text = st.text_area("Enter the English text to translate")
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# Dropdown menu for language selection
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language_option = st.selectbox(
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"Select Target Language",
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["English", "Japanese", "German", "Hindi"]
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)
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# Button to trigger the translation
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if st.button("Translate"):
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if api_key and english_text:
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progress_text.text("Translating text...")
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progress_bar.progress(33) # Update progress bar to 33%
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translated_text, pronunciation = translate_text(api_key, english_text, language_option)
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# Step 2: Check if translation was successful
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if pronunciation:
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progress_text.text("Generating pronunciation...")
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progress_bar.progress(66) # Update progress bar to 66%
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# Clean pronunciation (remove unnecessary parts)
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cleaned_pronunciation = clean_pronunciation(pronunciation)
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st.markdown("### Translation Result:")
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st.write(f"**
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st.write(f"**
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st.write(f"**Pronunciation:** {cleaned_pronunciation}")
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# Save the result in a text file
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result_text = f"
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# Write to a text file
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with open("translation_result.txt", "w") as file:
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progress_text.text("Generating pronunciation audio...")
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progress_bar.progress(100) # Update progress bar to 100%
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audio_file_path = generate_audio_from_text(cleaned_pronunciation
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# Provide a button to play the pronunciation audio
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st.audio(audio_file_path, format="audio/mp3")
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st.image(translateimg2, width=150) # Adjust the size as per preference
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else:
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st.error(
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except Exception as e:
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st.error(f"An error occurred: {str(e)}")
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if not api_key:
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st.error("API key is missing. Please add it as a secret in Hugging Face Settings.")
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else:
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st.error("Please provide text to translate.")
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import shutil
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import re
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def translate_to_japanese(api_key, text):
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"""
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Translates English text to Japanese using OpenAI's API and provides pronunciation.
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"""
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# Validate input
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if not api_key:
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# Define the messages for the chat model
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messages_translation = [
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{"role": "system", "content": "You are a helpful translator."},
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{"role": "user", "content": f"Translate the following English text to Japanese:\n\n{text}"}
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]
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try:
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# Call the OpenAI API to get the Japanese translation
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response_translation = openai.ChatCompletion.create(
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model="gpt-4o", # Use the correct endpoint for chat models
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messages=messages_translation,
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temperature=0.5
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)
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# Extract the Japanese translation from the response
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japanese_translation = response_translation.choices[0].message['content'].strip()
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# Define the messages for the pronunciation (Romaji) request
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messages_pronunciation = [
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{"role": "system", "content": "You are a helpful assistant who provides the Romaji (Japanese pronunciation in Latin script) of Japanese text."},
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{"role": "user", "content": f"Provide the Romaji pronunciation for the following Japanese text:\n\n{japanese_translation}"}
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]
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# Call the OpenAI API to get the pronunciation
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temperature=0.5
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)
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# Extract the pronunciation (Romaji) from the response
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pronunciation = response_pronunciation.choices[0].message['content'].strip()
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return japanese_translation, pronunciation
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except openai.error.OpenAIError as e:
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return f"OpenAI API error: {str(e)}", None
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# Function to clean pronunciation text
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def clean_pronunciation(pronunciation_text):
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# Remove introductory phrases like "Sure! The Romaji pronunciation..."
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pronunciation_cleaned = re.sub(r"^Sure! The Romaji pronunciation for the Japanese text.*?is[:]*", "", pronunciation_text).strip()
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return pronunciation_cleaned
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# Function to generate audio file from text using gTTS
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def generate_audio_from_text(text):
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tts = gTTS(text, lang='ja') # 'ja' for Japanese language
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# Save audio to a temporary file
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temp_audio_file = tempfile.NamedTemporaryFile(delete=False, suffix=".mp3")
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tts.save(temp_audio_file.name)
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return temp_audio_file.name
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# Streamlit UI
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st.title("English to Japanese Translator with Pronunciation")
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st.markdown("Translate English text into Japanese and get its pronunciation (Romaji) using OpenAI's API.")
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translateimg = Image.open("Untitled.png") # Ensure the file is in the correct directory
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st.image(translateimg, use_container_width=True) # Adjust the size as per preference
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# Input field for the text
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english_text = st.text_area("Enter the English text to translate")
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# Button to trigger the translation
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if st.button("Translate"):
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if api_key and english_text:
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progress_text.text("Translating text...")
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progress_bar.progress(33) # Update progress bar to 33%
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japanese_text, pronunciation = translate_to_japanese(api_key, english_text)
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# Step 2: Check if translation was successful
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if pronunciation:
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progress_text.text("Generating Romaji pronunciation...")
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progress_bar.progress(66) # Update progress bar to 66%
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# Clean pronunciation (remove unnecessary parts)
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cleaned_pronunciation = clean_pronunciation(pronunciation)
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st.markdown("### Translation Result:")
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st.write(f"**English Text:** {english_text}")
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st.write(f"**Japanese Output:** {japanese_text}")
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st.write(f"**Pronunciation:** {cleaned_pronunciation}")
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# Save the result in a text file
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result_text = f"English Text: {english_text}\n\nJapanese Translation: {japanese_text}\nPronunciation: {cleaned_pronunciation}"
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# Write to a text file
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with open("translation_result.txt", "w") as file:
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progress_text.text("Generating pronunciation audio...")
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progress_bar.progress(100) # Update progress bar to 100%
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audio_file_path = generate_audio_from_text(cleaned_pronunciation)
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# Provide a button to play the pronunciation audio
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st.audio(audio_file_path, format="audio/mp3")
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st.image(translateimg2, width=150) # Adjust the size as per preference
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else:
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st.error(japanese_text) # Display error message if API call fails
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except Exception as e:
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st.error(f"An error occurred: {str(e)}")
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if not api_key:
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st.error("API key is missing. Please add it as a secret in Hugging Face Settings.")
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else:
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st.error("Please provide text to translate.")
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