SMF·PIMSLEUR
Can a prompt replace Pimsleur?
Learning & languages — audio language courses
Exhibit tracking slip
Verdict
Pimsleur is fifty-one languages of professionally recorded audio, scripted around a specific recall schedule, with native voices and a producer in the room. The method is published and the scheduling is arithmetic; the recordings are the asset, and they cost a studio and a linguist per language. Nothing about that is code.
Exhibit A — The prompt
Received on31.07.2026Build an audio-first recall drill you can run without looking at a screen.
A drill item is a prompt audio file, a response audio file and a pause length. A session plays prompt, waits the pause, plays the response, and moves on. There is no interface during a session — only audio — because the whole point is that it works while walking or driving.
Scheduling follows the graduated-interval idea rather than an app-style queue: an item first heard today comes back a few seconds later, then a minute, then five, then in a later session, then several sessions on. Implement it as an explicit list of intervals in a config file so you can tune it, and store per-item position in that list.
Since there is no screen, grading is implicit: sessions are generated ahead of time as a single audio file per session, built with ffmpeg by concatenating clips and silences. That way a session is a file you can put on a phone, a watch or a car stereo with no app at all.
Recording is a small side tool: type a phrase pair, record both sides, save them with the pair. Recording your own target-language audio is only useful if you already speak it well; otherwise use audio you have licence to use, and say in the README where yours came from.
Do not use text-to-speech for the target language unless you have listened to it critically in that language. Synthetic voices are convincing in English and frequently wrong elsewhere, and a drill that rehearses wrong prosody several hundred times is worse than no drill.
Opening prefills the prompt — press enter to run it.
Exhibit B — What you lose
- B.1 fifty-one languages of studio-recorded lessons
- B.2 scripts written around the recall schedule rather than dropped into it
- B.3 native speakers, directed, at consistent audio quality
- B.4 the mobile app with downloads for offline listening
Prior art
- AnkiLicense: AGPL-3.0
Exhibit C — Why people still pay: recorded course content
Thirty minutes of audio that works while you drive, made by people who have been refining this exact format since the 1960s.
Questions
Can I use my Pimsleur lessons in this?
No. The recordings are licensed for playback in their app, not for re-cutting into your own drills, and this build takes no position other than: use audio you have the right to use.
Where do I get target-language audio?
Openly licensed sources exist — LibriVox recordings, Common Voice clips, and Tatoeba's audio for many languages. Quality varies, which is exactly the gap between this and a studio production.
What does it cost to run?
Nothing. ffmpeg is free, the sessions are files, and there is no service in the loop.
What is the one thing that does not survive the rebuild?
The script. Pimsleur's lessons are written so that each new phrase reuses what you learned four minutes ago; assembling your own clips gives you the schedule without the writing that made it work.
Related tools
Receipt