What Is Self-Hosted Transcription?
Self-hosted transcription runs speech-to-text on hardware you control, so recordings stay with you. What it is, what it costs, and when it is worth it.
The Scriptorium team ·
Self-hosted transcription is speech-to-text software that you run on your own computer or server, instead of uploading recordings to a company's cloud. The audio, the transcript and the search index all stay on machines you administer.
How it differs from a cloud service
With a cloud transcription service the recording travels to the vendor, is processed on their infrastructure and the result is stored in their account system. That is convenient, and for most recordings it is perfectly reasonable. With self-hosting, the same work happens beside the files. Nothing leaves unless you send it.
What actually runs on your machine
Modern open speech models, the Whisper family in particular, are small enough to run on ordinary hardware. The application loads a model from disk, decodes the recording and produces timestamped text. The one thing that needs a network is the first download of the model itself; after that, transcription needs none.
Who it is for
- Lawyers, clinicians and researchers whose recordings carry a confidentiality duty.
- Organisations whose contracts forbid passing recordings to third-party processors.
- Teams that want control over retention, access and sign-in.
- Anyone who simply prefers their conversations stay on their own disk.
What it costs you
Self-hosting trades convenience for control, and the cost is real. You are the administrator: you install and update it, back up the data, put it behind HTTPS if other people will use it and decide who has access. Transcription also uses your own processor, so it is slower on modest hardware than on a large cloud machine, and bigger models need more memory.
Self-hosting is a deployment choice, not a guarantee. A badly configured server exposed to the internet is less private than a reputable cloud service. The privacy benefit comes from running it carefully.
Hosted and self-hosted are different things
The public site at tryscriptorium.com is a hosted service: a file you upload is processed on its server. That is fine for a non-sensitive recording. For confidential material, self-hosted transcription on your own hardware is the option that keeps the recording under your control.