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In this video tutorial, the speaker introduces a transcription website where users can make money by transcribing audio to text. Manually transcribing can be time-consuming and prone to mistakes, such as grammatical and spelling errors, which are not accepted on the website. The speaker suggests using a free tool called Descript, which can transcribe audio accurately and even detect multiple speakers. This tool can help transcribers avoid errors and improve their transcription quality.