Upload README.md

README.md

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+---
+language:
+- nl
+license: apache-2.0
+tags:
+- automatic-speech-recognition
+- mozilla-foundation/common_voice_8_0
+- generated_from_trainer
+- nl
+- robust-speech-event
+- model_for_talk
+datasets:
+- mozilla-foundation/common_voice_8_0
+model-index:
+- name: wav2vec2-large-xls-r-1b-nl-lm
+  results:
+  - task: 
+      name: Automatic Speech Recognition 
+      type: automatic-speech-recognition
+    dataset:
+      name: Common Voice 8
+      type: mozilla-foundation/common_voice_8_0
+      args: nl
+    metrics:
+       - name: Test WER
+         type: wer
+         value: 9.73
+       - name: Test CER
+         type: cer
+         value: 2.89
+  - task: 
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: Robust Speech Event - Dev Data
+      type: speech-recognition-community-v2/dev_data
+      args: nl
+    metrics:
+       - name: Test WER
+         type: wer
+         value: 27.27
+       - name: Test CER
+         type: cer
+         value: 13.23
+---
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# wav2vec2-large-xls-r-1b-nl-lm
+
+This model is a fine-tuned version of [wav2vec2-large-xls-r-1b-nl-lm](https://huggingface.co/facebook/wav2vec2-xls-r-1b) on the common_voice 8 dataset.
+It achieves the following results on the test set:
+- Loss: 0.1479
+- Wer: 0.1156
+
+Note that the above test results come from the original model without LM (language model) which can be found at https://huggingface.co/RuudVelo/wav2vec2-large-xls-r-1b-nl. The results with the LM model can be found on the right side of this model card.
+
+## Model description
+Model RuudVelo/wav2vec2-large-xls-r-1b-nl which has been improved with a KenLM 5-gram. 
+## Intended uses & limitations
+More information needed
+## Training and evaluation data
+Common Voice 8 nl dataset has been used for the model
+## Training procedure
+
+### Training hyperparameters
+Parameters can be found in the run.sh file at https://huggingface.co/RuudVelo/wav2vec2-large-xls-r-1b-nl 
+
+### Framework versions
+- Transformers 4.16.0.dev0
+- Pytorch 1.10.1+cu102
+- Datasets 1.18.3
+- Tokenizers 0.11.0