Create app.py

app.py

@@ -0,0 +1,18 @@
+from transformers import pipeline
+import gradio as gr
+
+pipe = pipeline(model="NadiaHolmlund/Japanese_Fine_Tuned_Whisper_Model")
+
+def transcribe(audio):
+    text = pipe(audio)["text"]
+    return text
+
+iface = gr.Interface(
+    fn=transcribe, 
+    inputs=gr.Audio(source="microphone", type="filepath"), 
+    outputs="text",
+    title="Tiny Whisper Model Fine-Tuned on Japanese",
+    description="Real-time demo for Japanese speech recognition. Using a fine-tuned tiny Whisper model, trained on the Common Voice dataset.",
+)
+
+iface.launch()