README.md

metadata

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
  - hf-asr-leaderboard
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
      - task:
          name: Automatic Speech Recognition
          type: automatic-speech-recognition
        dataset:
          name: Robust Speech Event - Test Data
          type: speech-recognition-community-v2/eval_data
          args: nl
        metrics:
          - name: Test WER
            type: wer
            value: 27.67

wav2vec2-large-xls-r-1b-nl-lm

This model is a fine-tuned version of wav2vec2-large-xls-r-1b-nl-lm 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