vs. voice memos & file browsers
They search by name. Riffle searches by sound.
Phone voice memos, your desktop file browser, and a DAW's file panel can store thousands of recordings — but the only handles they give you are filename and date. You can't describe a melody you've forgotten; you can only play or hum it. Riffle is built to search exactly that way: by melody, by description, or by similarity.