import streamlit as st
import pydub as pd
from transformers import pipeline


st.title("Speech to Text")

audio_file = st.file_uploader("Upload an audio file")



if audio_file:
    # to flac
    flac_file = pd.AudioSegment.from_file(audio_file)
    transcriber = pipeline(model="openai/whisper-medium")

    text = transcriber(flac_file)
    if text:
        st.write("Here is the text:")
        st.write(text)
    else:
        st.write("Processing or No text found in the audio file")
else:
    st.write("waiting for file")