whisper inference

app.py

@@ -1,7 +1,18 @@
+from transformers import pipeline
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+pipe = pipeline(model="filipzawadka/whisper-small-pl")  # change to "your-username/the-name-you-picked"
+
+def transcribe(audio):
+    text = pipe(audio)["text"]
+    return text
+
+iface = gr.Interface(
+    fn=transcribe,
+    inputs=gr.Audio(source="microphone", type="filepath"),
+    outputs="text",
+    title="Whisper Small Polish",
+    description="Realtime demo for Polish speech recognition using a fine-tuned Whisper small model.",
+)
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
 iface.launch()