added app.py file

app.py

@@ -0,0 +1,28 @@
+import gradio as gr
+from transformers import pipeline
+
+# Load the Automatic Speech Recognition (ASR) model for Finnish
+asr_model = pipeline("automatic-speech-recognition", model="openai/whisper-small", language="finnish")
+
+# Load the translation model for Finnish to English
+translator = pipeline("translation", model="Helsinki-NLP/opus-mt-fi-en")
+
+# Function to handle translation from Finnish speech to English text
+def translate_speech(audio):
+    # Convert Finnish speech to Finnish text
+    finnish_text = asr_model(audio)["text"]
+    # Translate Finnish text to English text
+    english_text = translator(finnish_text)[0]["translation_text"]
+    return english_text
+
+# Build Gradio Interface
+interface = gr.Interface(
+    fn=translate_speech,
+    inputs=gr.Audio(source=["microphone", "upload"], type="filepath"),
+    outputs="text",
+    title="Finnish to English Speech Translator",
+    description="This app translates Finnish speech to English text. You can either speak in Finnish or upload an audio file, and see the translation appear in English!"
+)
+
+# Launch the app
+interface.launch(api=True)