Zheng Li
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README.md
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license: apache-2.0
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base_model: facebook/wav2vec2-base
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tags:
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- audio-classification
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- generated_from_trainer
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datasets:
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- superb
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.
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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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This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on the superb dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Accuracy: 0.
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate:
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- train_batch_size: 64
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- eval_batch_size: 32
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- seed: 0
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:------:|:----:|:---------------:|:--------:|
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### Framework versions
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license: apache-2.0
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base_model: facebook/wav2vec2-base
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tags:
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- generated_from_trainer
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datasets:
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- superb
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.9814651368049426
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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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This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on the superb dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1206
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- Accuracy: 0.9815
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## Model description
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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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- train_batch_size: 64
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- eval_batch_size: 32
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- seed: 0
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:------:|:----:|:---------------:|:--------:|
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| 1.7191 | 0.9962 | 199 | 1.5815 | 0.6209 |
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| 1.0088 | 1.9962 | 398 | 0.9595 | 0.8348 |
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| 0.4964 | 2.9962 | 597 | 0.3730 | 0.9728 |
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| 0.3263 | 3.9962 | 796 | 0.2161 | 0.9784 |
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| 0.2512 | 4.9962 | 995 | 0.1617 | 0.9796 |
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| 0.214 | 5.9962 | 1194 | 0.1363 | 0.9807 |
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| 0.1826 | 6.9962 | 1393 | 0.1244 | 0.9815 |
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| 0.1982 | 7.9962 | 1592 | 0.1206 | 0.9815 |
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### Framework versions
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model.safetensors
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runs/May15_00-55-30_cs-Precision-7960-Tower/events.out.tfevents.1747284935.cs-Precision-7960-Tower.141414.0
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