Custom Training
Your domain has its own language
Train a model that speaks it.
The problem with generic models
Prosecution offices use terminology that general models have never seen. Academic fields have specialized vocabulary. Your organization has its own names, abbreviations, and jargon.
One-size-fits-all models produce transcripts full of errors on exactly the words that matter most.
Our solution
Stenoris includes a specialized training pipeline that can adapt our models to your domain. You provide sample data, we train a custom model, and you get transcripts that understand your language from day one.
This isn't fine-tuning on a few examples — it's real domain adaptation that makes a measurable difference.
How it works
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1
Discovery
We discuss your needs and understand your domain vocabulary. You share sample data.
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2
Training
We train and test a custom model on your specific terminology and use cases.
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3
Validation
You validate the model on your own samples. We iterate until you're satisfied.
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4
Deployment
Your custom model is deployed to your Stenoris account. Your team uses it immediately.
Use cases
Custom training works across domains and languages.
Legal & Prosecution
Court terminology, case reference formats, procedural language. Train on your specific legal vocabulary.
Parliamentary
Political parties, committee names, policy terminology, cantonal-specific terms. Perfect for governmental transcription.
Academic
Field-specific terminology across humanities, social sciences, medicine. Discipline-specific jargon understood correctly.
Any specialized domain
If you have consistent vocabulary that generic models miss, we can train for it. Technical fields, industry jargon, internal terminology.
Not just Swiss German
Our training pipeline works across languages — not just Swiss German. If you have domain-specific terminology in German, French, Italian, or English that generic models miss, we can train a custom model for you.
The same methodology that makes Swiss German work can be applied to your specialized vocabulary in any supported language.
What you get
- Model trained on your domain vocabulary
- Higher accuracy on your specific terms
- Dedicated model for your team
- Ongoing improvement as you provide feedback
- Priority support
Let's discuss your domain
Tell us about your transcription needs and specialized vocabulary. We'll explore whether custom training is right for you.