import streamlit as st
import whisper

# Function to transcribe uploaded audio file
def transcribe_audio(uploaded_file):
    model = whisper.load_model("base")
    transcription = model.transcribe(uploaded_file)
    return transcription['text']

# Streamlit App Interface
st.title("Speech-to-Text Transcription")

st.write("Upload an audio file to get the transcription.")

# Upload audio file
uploaded_file = st.file_uploader("Upload an audio file", type=["wav", "mp3", "ogg"])

if uploaded_file is not None:
    st.write("Transcribing audio...")
    transcription = transcribe_audio(uploaded_file)
    st.write("Transcription:")
    st.write(transcription)