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title: README
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MB Mel Dynamics
AI/ML services company in Lithuania. We prepare training data, fine-tune visual and audio models, and deploy them into working systems.
Website: meldynamics.com 路 GitHub: MELDYNAMICS
What we publish here
Open datasets and models built on public source material. Each card states what we contributed and credits the original creators.
| Repository | Type | Our contribution | Source material |
|---|---|---|---|
| polish-metrical-htr-experimental | Model, experimental | Fine-tuned TrOCR line recognizer for 19th-century Polish metrical registers | Base model: Kansallisarkisto/multicentury-htr-model |
| liepa-tts | Speech dataset | Recovery, alignment, restructuring, and stress enrichment | Vilnius University, LIEPA project |
| lt-stressed-corpus | Text dataset | Word-stress enrichment and derived dataset engineering | MATAS v1.0, ALKSNIS v3.0 |
| liepa-asr | Speech corpus | Hugging Face edition | Vilnius University, LIEPA project |
| liepa-2 | Speech corpus | Hugging Face edition | Vilnius University, LIEPA 2 project |
| liepa-3 | Speech corpus | Hugging Face edition | Vytautas Magnus University and Vilnius University |
The LIEPA recordings were created by the universities listed above; we did not collect them. The handwriting model is a research model evaluated against automatic teacher transcriptions, not human ground truth.
Services
- Visual model fine-tuning: adapting vision and document models to your images and categories.
- Audio model fine-tuning: speech recognition and synthesis for specific languages, speakers, or recording conditions.
- Dataset collection and management: collection, cleaning, labelling, alignment, provenance, and versioning.
- Deployment: packaging models as services or batch jobs in your environment.
To discuss a project, use the contact form at meldynamics.com.
MB Mel Dynamics 路 Company code 306606584 路 Lithuania 路 Established 2023