Addressing transcription misspellings: prompt vs post-processing

# Addressing transcription misspellings: prompt vs post-processing We are addressing the problem of enhancing the precision of transcriptions, particularly when it comes to company names and product references. Our solution involves a dual strategy that utilizes both the Whisper prompt parameter and GPT-4's post-processing capabilities. Two approaches to correct inaccuracies are: - We input a list of correct spellings directly into Whisper's prompt parameter to guide the initial transcription. - We utilized GPT-4 to fix misspellings post transcription, again using the same list of correct spellings in the prompt. These strategies aimed at ensuring precise transcription of unfamiliar proper nouns. ## Setup To get started, let's: - Import the OpenAI Python library (if you don't have it, you'll need to install it with ```pip install openai```) - Download the audio file example