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--- |
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license: apache-2.0 |
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metrics: |
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- accuracy |
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- roc_auc |
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base_model: |
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- facebook/wav2vec2-base-960h |
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--- |
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Returns common English accent given a voice audio sample. |
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|
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See https://www.kaggle.com/code/dima806/common-voice-accent-classification for more details. |
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 |
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``` |
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Classification report: |
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|
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precision recall f1-score support |
|
|
|
us 0.3956 0.0150 0.0290 4788 |
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england 0.5255 0.9121 0.6668 18082 |
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indian 0.5883 0.4586 0.5154 5656 |
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australia 0.4962 0.0381 0.0707 5124 |
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canada 0.3714 0.1760 0.2389 5169 |
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|
|
accuracy 0.5220 38819 |
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macro avg 0.4754 0.3200 0.3042 38819 |
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weighted avg 0.4942 0.5220 0.4304 38819 |
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``` |
