In this project, the author demonstrates how to build a web scraper using Python and voice commands with the help of Deepgram's speech-to-text API. The process involves installing necessary Python libraries such as BeautifulSoup4 and requests, defining functions for web scraping and processing audio data, and rendering the extracted links on an HTML page. The final result is a voice-controlled web scraper that extracts links from a specified URL when the word "scrape" is spoken into the computer's microphone.