Create app.py

app.py

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+import gradio as gr
+from transformers import pipeline
+
+# Hugging Face TTS pipelines
+korean_tts = pipeline("text-to-speech", model="facebook/mms-tts-ko")
+us_english_tts = pipeline("text-to-speech", model="facebook/mms-tts-en-US")
+uk_english_tts = pipeline("text-to-speech", model="facebook/mms-tts-en-GB")
+
+# Function to generate audio from text
+def generate_audio(text, language):
+    if language == "Korean":
+        audio = korean_tts(text)
+    elif language == "US English":
+        audio = us_english_tts(text)
+    elif language == "UK English":
+        audio = uk_english_tts(text)
+    else:
+        return "Invalid language selection."
+    return audio["audio"]
+
+# Gradio Interface
+with gr.Blocks() as demo:
+    gr.Markdown("## Multilingual TTS Application")
+
+    with gr.Row():
+        text_input = gr.Textbox(label="Enter text to convert to speech")
+        language_selector = gr.Dropdown(
+            choices=["Korean", "US English", "UK English"], label="Select language"
+        )
+
+    audio_output = gr.Audio(label="Generated Speech")
+    generate_button = gr.Button("Generate")
+
+    generate_button.click(
+        fn=generate_audio, inputs=[text_input, language_selector], outputs=audio_output
+    )
+
+# Launch the app
+demo.launch()