Home.py

import streamlit as st
import models.file as mf
import models.video as mv
import models.whisper as mw
import models.subtitles as ms
import models.transcript as mt

def sidebar():
    device = st.sidebar.selectbox('Select Device',('CPU','GPU'))
    st.sidebar.write('You selected:', device)
    return device

def load_model():
    # if pipeline is in session state, return it
    # else, load it and save it to session state
    if 'pipeline' not in st.session_state:
        device = mw.get_device()
        st.session_state['pipeline'] = mw.get_pipe(device)
    return st.session_state['pipeline']

def app():
    device = sidebar()
    pipeline = load_model()
    st.title('Transcript Small Whisper')
    st.write('Welcome to the Home page!')

    file = st.file_uploader("Upload Files",type=['mp4','wav','mp3'])

    if file is not None:
        progress_bar = st.progress(0)
        status_text = st.empty()
        status_text.text('Uploading file...')
        progress_bar.progress(10)
        st.write(file.name)
        status_text.text('File uploaded!')
        file_details = {"FileName":file.name,"FileType":file.type,"FileSize":file.size}
        st.write(file_details)
        # st.write("type of file: ", type(file))
        # st.write("Dir: ", dir(file))
        # st.write("File: ", file.read())
        if mf.get_file_type(file) == 'video':
            status_text.text('Extracting audio from video...')
            audio = mv.get_audio_from_video(file, file.name.replace(".mp4",".mp3"))
        if mf.get_file_type(file) == 'audio':
            status_text.text('Extracting audio from audio...')
            audio = file.read()
        progress_bar.progress(30)
        status_text.text('Transcribing audio...')
        transcript = mw.get_prediction(pipeline, audio)
        progress_bar.progress(60)
        status_text.text('Subtitling audio...')
        subtitles = mw.get_prediction_with_timelines(transcript, file.name + '.srt')
        progress_bar.progress(90)
        
        status_text.text('Saving subtitles...')
        st.session_state['subtitles'] = subtitles
        ms.save_subtitles(subtitles, file.name + '.srt')

        status_text.text('Saving transcript...')
        st.session_state['transcript'] = transcript
        mt.save_transcript(transcript, file.name + '.txt')
        status_text.text('Done!')
        progress_bar.progress(100)

        st.download_button(
            label="Download Transcript",
            data=st.session_state['transcript'],
            file_name=file.name + '.txt',
            mime='text/plain'
        )
        st.download_button(
            label="Download Subtitles",
            data=st.session_state['subtitles'],
            file_name=file.name + '.srt',
            mime='text/plain'
        )

if __name__ == '__main__':
    app()