What is a tape machine? Tape machines are analog audio recording devices that capture audio by encoding electrical audio signals onto magnetic tape via magnetized heads. Most tape machines use either reel-to-reel tape or cassette tapes as the recording medium. Here’s what happens behind the scenes when tape cycles through a tape machine.