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README.md

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-license: cc-by-nc-4.0
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+---
+license: cc-by-nc-4.0
+language:
+- nl
+pipeline_tag: automatic-speech-recognition
+---
+
+# Model
+
+This repository contains the second version of our Automatic Speech Recognition and Subtitle Generation model, with improved architecture and trained on 14000 hours of Flemish broadcast subtitled speech data. 
+It can generate both an exact verbatim transcription with annotation tags as well as a fully formatted and cleaned up subtitle transcription.
+It outputs both modalities with separate decoders.
+
+This repository contains the base variant of the model with 70M parameters.
+
+**Version**: April 2024
+
+# Usage
+
+This repository only hosts the pre-trained model itself and the configuration files. 
+To download this model, see the instructions [here](https://huggingface.co/docs/hub/models-downloading).
+
+Usage of this model, as well as our other ASR models, is integrated in [our Github codebase](https://github.com/nelfproject/NeLF_Transcription_ASR).
+Please refer to the Github for installation.
+
+# Webservice
+
+This model can also be accessed through the [webservice of the NeLF Project](https://nelfproject.be/web_service.php). After requesting access, you can upload audio or video files and they will be transcribed according to the desired settings. 
+
+# Citation
+
+If you use this model, please cite the research paper: (Will be added shortly).
+
+# Contact
+
+Jakob Poncelet: [email protected]
+
+