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README.md
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---
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license: apache-2.0
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language:
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- vi
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tags:
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- automatic-speech-recognition
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model-index:
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- name: xls-asr-vi-40h-1B
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results:
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- task:
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name: Speech Recognition
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type: automatic-speech-recognition
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dataset:
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name: Common Voice 7.0 vi
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type: common_voice
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args: vi
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metrics:
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- name: Test WER
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type: wer
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value: 34.21
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- name: Test CER
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type: cer
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value: 19.94
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# xls-asr-vi-40h-1B
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This model is a fine-tuned version of [facebook/wav2vec2-xls-r-1b](https://huggingface.co/facebook/wav2vec2-xls-r-1b) on the
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| | [VIVOS](https://huggingface.co/datasets/vivos) | [COMMON VOICE 7.0 VI](https://huggingface.co/datasets/mozilla-foundation/common_voice_7_0) |
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|without LM| 25.92 | 34.21 |
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## Training and evaluation data
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 1500
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- num_epochs:
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- mixed_precision_training: Native AMP
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- attention_dropout: 0.2
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- activation_dropout: 0.1
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- warmup_steps: 1500
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- mask_time_prob: .15
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- mask_time_length: 10
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- mask_feature_prob: 0.25
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- mask_feature_length: 64
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### Training results
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---
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license: apache-2.0
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tags:
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- automatic-speech-recognition
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- geninhu/fpt-vi
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- generated_from_trainer
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model-index:
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- name: xls-asr-vi-40h-1B
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# xls-asr-vi-40h-1B
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This model is a fine-tuned version of [facebook/wav2vec2-xls-r-1b](https://huggingface.co/facebook/wav2vec2-xls-r-1b) on the GENINHU/FPT-VI - NA dataset.
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It achieves the following results on the evaluation set:
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- Loss: 4.1691
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- Wer: 0.4133
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 1500
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- num_epochs: 10.0
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- mixed_precision_training: Native AMP
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### Training results
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