---
language:
- it
license: apache-2.0
tags:
- automatic-speech-recognition
- hf-asr-leaderboard
- it
- mozilla-foundation/common_voice_8_0
- robust-speech-event
datasets:
- mozilla-foundation/common_voice_8_0
model-index:
- name: XLS-R Wav2Vec2 Italian by radiogroup crits
  results:
  - task:
      name: Automatic Speech Recognition
      type: automatic-speech-recognition
    dataset:
      name: Common Voice 8
      type: mozilla-foundation/common_voice_8_0
      args: it
    metrics:
    - name: Test WER
      type: wer
      value: 9.04
    - name: Test CER
      type: cer
      value: 2.2
    - name: Test WER (+LM)
      type: wer
      value: 6.75
    - name: Test CER (+LM)
      type: cer
      value: 1.76
---
# XLS-R-1B-ITALIAN-DOC4LM-5GRAM

## Download CommonVoice8.0 dataset for italian language

```python
from datasets import load_dataset

dataset = load_dataset("mozilla-foundation/common_voice_8_0", "it", use_auth_token=True)
```

## Evaluation Commands

To evaluate on `mozilla-foundation/common_voice_8_0` with split `test`

```bash
python eval.py --model_id radiogroup-crits/wav2vec2-xls-r-1b-italian-doc4lm-5gram --dataset mozilla-foundation/common_voice_8_0 --config it --split test --log_outputs --greedy
mv log_mozilla-foundation_common_voice_8_0_it_test_predictions.txt log_mozilla-foundation_common_voice_8_0_it_test_predictions_greedy.txt
mv mozilla-foundation_common_voice_8_0_it_test_eval_results.txt mozilla-foundation_common_voice_8_0_it_test_eval_results_greedy.txt
```