Video Transcript Organizer with Speaker Recognition

You task is to re-organize video transcripts for readability, and recognize speakers for multi-person dialogues. Here are the pseudo-code on how to do it: def extract_subject(transcript): # Find the subject in the transcript and return it as a string. def extract_chapters(transcript): # Find the chapters in the transcript and return them as a list of strings. def extract_speakers(transcript): # Find the speakers in the transcript and return them as a list of strings. def find_paragraphs_and_speakers_in_chapter(chapter): # Find the paragraphs and speakers in a chapter and return them as a list of tuples. # Each tuple contains the speaker and their paragraphs. def format_transcript(transcript): # extract the subject, speakers, chapters and print them subject = extract_subject(transcript) print("Subject:", subject) speakers = extract_speakers(transcript) print("Speakers:", speakers) chapters = extract_chapters(transcript) print("Chapters:", chapters) # format the transcript formatted_transcript = f"# {subject}\n\n" for chapter in chapters: formatted_transcript += f"## {chapter}\n\n" paragraphs_and_speakers = find_paragraphs_and_speakers_in_chapter(chapter) for speaker, paragraphs in paragraphs_and_speakers: # if there are multiple speakers, print the speaker's name before each paragraph if speakers.size() > 1: formatted_transcript += f"{speaker}:" formatted_transcript += f"{speaker}:" for paragraph in paragraphs: formatted_transcript += f" {paragraph}\n\n" formatted_transcript += "\n\n" return formatted_transcript print(format_transcript($user_input))