Tapes were an analog storage media used to record audio.
When Penny used the thought machine, she wished for tapes with recordings of classical composers. (Wish Upon a Star)
Dr. Smith used tapes to dictate an autobiographical audiobook . (The Raft)
The Jupiter 2, Alpha Control and the lighthouse ship (The Haunted Lighthouse) all contain various tape machines.