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--- |
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language: |
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- ru |
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license: apache-2.0 |
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tags: |
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- automatic-speech-recognition |
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- mozilla-foundation/common_voice_8_0 |
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- ru |
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- robust-speech-event |
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datasets: |
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- mozilla-foundation/common_voice_8_0 |
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model-index: |
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- name: XLS-R Wav2Vec2 Russian by Jonatas Grosman |
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results: |
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- task: |
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name: Automatic Speech Recognition |
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type: automatic-speech-recognition |
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dataset: |
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name: Common Voice 8 |
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type: mozilla-foundation/common_voice_8_0 |
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args: ru |
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metrics: |
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- name: Test WER |
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type: wer |
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value: 9.82 |
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- name: Test CER |
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type: cer |
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value: 2.30 |
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- name: Test WER (+LM) |
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type: wer |
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value: 7.08 |
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- name: Test CER (+LM) |
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type: cer |
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value: 1.87 |
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- task: |
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name: Automatic Speech Recognition |
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type: automatic-speech-recognition |
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dataset: |
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name: Robust Speech Event - Dev Data |
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type: speech-recognition-community-v2/dev_data |
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args: ru |
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metrics: |
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- name: Dev WER |
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type: wer |
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value: 23.96 |
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- name: Dev CER |
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type: cer |
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value: 8.88 |
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- name: Dev WER (+LM) |
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type: wer |
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value: 15.88 |
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- name: Dev CER (+LM) |
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type: cer |
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value: 7.42 |
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--- |
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# XLS-R-1B-RUSSIAN |
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Fine-tuned [facebook/wav2vec2-xls-r-1b](https://huggingface.co/facebook/wav2vec2-xls-r-1b) on Russian using the [Common Voice 8](https://huggingface.co/datasets/mozilla-foundation/common_voice_8_0). |
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When using this model, make sure that your speech input is sampled at 16kHz. |
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This model has been fine-tuned thanks to the GPU credits generously given by the [OVHcloud](https://www.ovhcloud.com/en/public-cloud/ai-training/) :) |
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The script used for training can be found here: https://github.com/jonatasgrosman/wav2vec2-sprint |
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## Evaluation Commands |
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1. To evaluate on `mozilla-foundation/common_voice_8_0` with split `test` |
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```bash |
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python eval.py --model_id jonatasgrosman/wav2vec2-xls-r-1b-russian --dataset mozilla-foundation/common_voice_8_0 --config ru --split test |
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``` |
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2. To evaluate on `speech-recognition-community-v2/dev_data` |
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```bash |
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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 |
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``` |
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