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whisper-small_voicemail_classification_pre_finetuning
SynthflowAI/whisper-small_voicemail_classification_pre_finetuning
whisper-small_voicemail_classification_pre_finetuning is a machine learning model from SynthflowAI. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Note: Those are only the weights for the classifier trained on the whisper-small embeddings.
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At a glance
- Access
- Public
- Created
- Feb 3, 2025
- Updated
- Feb 3, 2025
- SHA
- d6111193
Model card
From the Hugging Face model README
Note: Those are only the weights for the classifier trained on the whisper-small embeddings.
Result of the classifier Rob's human-annotated dataset (data/voicemail_human_eval.csv):
Results for chunk size 1 seconds:
- Accuracy: 0.7480
- Precision: 0.8681
- Recall: 0.7396
- F1 Score: 0.7987
Results for chunk size 2 seconds:
- Accuracy: 0.7880
- Precision: 0.9085
- Recall: 0.7633
- F1 Score: 0.8296
Results for chunk size 5 seconds:
- Accuracy: 0.8480
- Precision: 0.9456
- Recall: 0.8225
- F1 Score: 0.8797
Results for chunk size 10 seconds:
- Accuracy: 0.8720
- Precision: 0.9790
- Recall: 0.8284
- F1 Score: 0.8974
Results for full audio samples:
- Accuracy: 0.8760
- Precision: 0.9929
- Recall: 0.8225
- F1 Score: 0.8997
- Created
- Feb 3, 2025
- Updated
- Feb 3, 2025