Update app.py

App.py updated to include the model and audio system

app.py

@@ -1,7 +1,18 @@
 import gradio as gr
+from transformers import pipeline
 
-def greet(name):
-    return "Hello " + name + "!!"
+pipe = pipeline("automatic-speech-recognition", model="cportoca/CS224S_Quechua_Project_Bilingual")
 
-demo = gr.Interface(fn=greet, inputs="text", outputs="text")
-demo.launch()
+def transcribe(audio):
+    text = pipe(audio)["text"]
+    return text
+
+interface = gr.Interface(
+    fn=transcribe,
+    inputs=gr.Audio(sources="microphone", type="filepath"),
+    outputs="text",
+    title="Quechua Speech Recognition Demo",
+    description="Realtime demo for Yoruba speech recognition using a fine-tuned Wav2Vec-Bert model. NOTE: If you get an error after pressing submit, give the audio some secs to load then try again."
+)
+
+interface.launch()