def audio_widget(key):
username = st.text_input("Username", value="", key=key)
uploaded_file = st.file_uploader("Choose an audio file", key=key)
if uploaded_file is not None and len(username) > 0:
audio_bytes = uploaded_file.read()
st.audio(audio_bytes, format="audio/wav")
if st.button(key):
audio_path = store_bytes_as_wav(audio_bytes, username)
if key == "Enroll":
Model.enroll(audio_path, username)
elif key == "Verify":
st.write(Model.verify(audio_path, username))
remove_file(audio_path)
def verify_user_identity(audio: UploadFile = File(...),
username: str = Form(...)):
path = store_audio(audio, username)
pred = Model.verify(path, username)
clear_audio_embeddings()
return pred
