|
--- |
|
language: |
|
- ru |
|
license: apache-2.0 |
|
tags: |
|
- automatic-speech-recognition |
|
- mozilla-foundation/common_voice_8_0 |
|
- ru |
|
- robust-speech-event |
|
datasets: |
|
- mozilla-foundation/common_voice_8_0 |
|
model-index: |
|
- name: XLS-R-1B - Russian |
|
results: |
|
- task: |
|
name: Automatic Speech Recognition |
|
type: automatic-speech-recognition |
|
dataset: |
|
name: Common Voice 8 |
|
type: mozilla-foundation/common_voice_8_0 |
|
args: ru |
|
metrics: |
|
- name: Test WER |
|
type: wer |
|
value: 9.87 |
|
- name: Test CER |
|
type: cer |
|
value: 2.32 |
|
- name: Test WER (+LM) |
|
type: wer |
|
value: |
|
- name: Test CER (+LM) |
|
type: cer |
|
value: |
|
--- |
|
|
|
# XLS-R-1B-RUSSIAN |
|
|
|
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 - RU 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-russian --dataset mozilla-foundation/common_voice_8_0 --config ru --split test |
|
``` |
|
|
|
2. To evaluate on `speech-recognition-community-v2/dev_data` |
|
|
|
```bash |
|
python eval.py --model_id jonatasgrosman/wav2vec2-xls-r-1b-russian --dataset speech-recognition-community-v2/dev_data --config ru --split validation --chunk_length_s 5.0 --stride_length_s 1.0 |
|
``` |
|
|