Add application file

app.py

@@ -0,0 +1,18 @@
+from transformers import pipeline
+import gradio as gr
+
+pipe = pipeline(model="bhuang/wav2vec2-xls-r-1b-cv9-fr")
+
+def transcribe(audio):
+    text = pipe(audio)["text"]
+    return text
+
+iface = gr.Interface(
+    fn=transcribe, 
+    inputs=gr.Audio(source="microphone", type="filepath", label="Record something..."), 
+    outputs="text",
+    title="Automatic Speech Recognition in French",
+    description="Realtime demo for French automatic speech recognition using a fine-tuned wav2vec2 model.",
+)
+
+iface.launch()