language:
- it
license: apache-2.0
tags:
- automatic-speech-recognition
- it
- mozilla-foundation/common_voice_8_0
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: 6.24
- name: Test CER (+LM)
type: cer
value: 1.67
XLS-R-1B-ITALIAN-DOC4LM-5GRAM
Language model information
Our language model was generated using a dataset of Italian wikipedia articles and manual transcriptions about gr and television programs.
Download CommonVoice8.0 dataset for italian language
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:
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