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--- |
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language: |
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- 'no' |
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license: apache-2.0 |
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tags: |
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- audio |
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- asr |
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- automatic-speech-recognition |
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- hf-asr-leaderboard |
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model-index: |
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- name: scream_tertius_dropout_replicate_test7a |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information Keras had access to. You should |
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probably proofread and complete it, then remove this comment. --> |
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# scream_tertius_dropout_replicate_test7a |
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the NbAiLab/NCC_speech_all_v5 dataset. |
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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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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 2e-05 |
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- lr_scheduler_type: linear |
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- per_device_train_batch_size: 32 |
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- total_train_batch_size_per_node: 128 |
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- total_train_batch_size: 1024 |
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- total_optimization_steps: 20,000 |
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- starting_optimization_step: None |
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- finishing_optimization_step: 20,000 |
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- num_train_dataset_workers: 32 |
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- num_hosts: 8 |
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- total_num_training_examples: 20,480,000 |
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- steps_per_epoch: _To be computed after first epoch_ |
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- num_beams: 5 |
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- dropout: True |
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- dropout_probability: 0.1 |
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### Training results |
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| step | eval_loss | train_loss | eval_wer | eval_cer | |
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|:----:|:---------:|:----------:|:--------:|:--------:| |
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| 0 | 1.3582 | 7.9231 | 169.1230 | 127.5435 | |
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| 1000 | 0.9203 | 0.9748 | 24.0256 | 9.2618 | |
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### Framework versions |
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- Transformers 4.29.0.dev0 |
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- Datasets 2.12.0 |
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- Tokenizers 0.13.3 |
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