Update README.md

README.md

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 ---
 library_name: transformers
-tags: []
+language:
+- en
+base_model:
+- Jzuluaga/wav2vec2-large-960h-lv60-self-en-atc-uwb-atcc-and-atcosim
 ---
 
 # Model Card for Model ID
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 ### Model Description
 
 <!-- Provide a longer summary of what this model is. -->
+This model is a retrained version of Jzuluaga/wav2vec2-large-960h-lv60-self-en-atc-uwb-atcc-and-atcosim where the dataset in lmejias/YSSY_2 has been added in. Therefore, the model has been trained with facebook/wav2vec2-large-960h-lv60-self, UWB-ATCC, ATOSIM and YSSY_2 data
 
 This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
 
-- **Developed by:** [More Information Needed]
-- **Funded by [optional]:** [More Information Needed]
-- **Shared by [optional]:** [More Information Needed]
-- **Model type:** [More Information Needed]
-- **Language(s) (NLP):** [More Information Needed]
-- **License:** [More Information Needed]
-- **Finetuned from model [optional]:** [More Information Needed]
+- **Developed by:** Anna Warwick
+- **Funded by Queensland University of Technology :** Luis Mejias provided supervision and the datasets 
+<!-- - **Shared by [optional]:** [More Information Needed] -->
+<!-- - **Model type:** [More Information Needed] -->
+<!-- - **Language(s) (NLP):** [More Information Needed] -->
+<!-- - **License:** [More Information Needed] -->
+<!-- - **Finetuned from model :** [More Information Needed] -->
 
-### Model Sources [optional]
+### Model Sources 
 
 <!-- Provide the basic links for the model. -->
-
-- **Repository:** [More Information Needed]
+https://huggingface.co/Jzuluaga/wav2vec2-large-960h-lv60-self-en-atc-uwb-atcc-and-atcosim
+<!-- - **Repository:** [More Information Needed]
 - **Paper [optional]:** [More Information Needed]
-- **Demo [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed] -->
 
 ## Uses
 
 <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+The model was intended to reduce the WER of the YSSY_1 dataset by introducing data that is closer to the YSSY domain. Overall WER of Jzuluaga's model:
+WER of 0.436
+Addition of YSSY_2:
+WER of 0.430
+It is an improvement but YSSY_2 only has 71 audio files (<10 minutes) so the improvement is minor. More YSSY_2 data likely = better WER
 
 ### Direct Use