--- language: - pt license: apache-2.0 tags: - automatic-speech-recognition - mozilla-foundation/common_voice_8_0 - pt - robust-speech-event datasets: - mozilla-foundation/common_voice_8_0 model-index: - name: XLS-R-1B - Portuguese results: - task: name: Automatic Speech Recognition type: automatic-speech-recognition dataset: name: Common Voice 8 type: mozilla-foundation/common_voice_8_0 args: pt metrics: - name: Test WER type: wer value: 16.02 - name: Test CER type: cer value: 5.74 - name: Test WER (+LM) type: wer value: 12.22 - name: Test CER (+LM) type: cer value: 4.93 - task: name: Automatic Speech Recognition type: automatic-speech-recognition dataset: name: Robust Speech Event - Dev Data type: speech-recognition-community-v2/dev_data args: sv metrics: - name: Test WER type: wer value: 24.23 - name: Test CER type: cer value: 11.30 - name: Test WER (+LM) type: wer value: 19.41 - name: Test CER (+LM) type: cer value: 10.19 --- # XLS-R-1B-PORTUGUESE This model is a fine-tuned version of [facebook/wav2vec2-xls-r-1b](https://huggingface.co/facebook/wav2vec2-xls-r-1b) on the MOZILLA-FOUNDATION/COMMON_VOICE_8_0 - PT dataset. ## Evaluation Commands 1. To evaluate on `mozilla-foundation/common_voice_8_0` with split `test` ```bash python eval.py --model_id jonatasgrosman/wav2vec2-xls-r-1b-portuguese --dataset mozilla-foundation/common_voice_8_0 --config pt --split test ``` 2. To evaluate on `speech-recognition-community-v2/dev_data` ```bash python eval.py --model_id jonatasgrosman/wav2vec2-xls-r-1b-portuguese --dataset speech-recognition-community-v2/dev_data --config pt --split validation --chunk_length_s 5.0 --stride_length_s 1.0 ```