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spec_soul_ast
abletobetable/spec_soul_ast
spec_soul_ast is a audio classification model from abletobetable. Use it for the audio classification task on the model card, and read the license before you ship it in a product. It is set up for transformers.
Finetuned Audio Spectrogram Transformer for sentiment analysis in russian.
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864
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Repo size
16.9 GB
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1
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Repo makeup
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At a glance
- Task
- Audio Classification
- Library
- transformers
- Model type
- audio-spectrogram-transformer
- Access
- Public
- Created
- Apr 3, 2023
- Updated
- May 16, 2023
- SHA
- 9b3bef41
Datasets
Model card
From the Hugging Face model README
Finetuned Audio Spectrogram Transformer for sentiment analysis in russian.
github repo with code and tg bot
init state: MIT/ast-finetuned-audioset-10-10-0.4593
precision recall f1-score support
0 0.77 0.77 0.77 44
1 0.54 0.59 0.56 37
2 0.53 0.60 0.56 40
3 0.69 0.64 0.67 45
4 0.56 0.57 0.56 44
5 0.49 0.55 0.52 38
6 0.75 0.47 0.58 32
accuracy 0.61 280
macro avg 0.62 0.60 0.60 280
weighted avg 0.62 0.61 0.61 280
- Task
- Audio Classification
- Library
- transformers
- Type
- audio-spectrogram-transformer
- Created
- Apr 3, 2023
- Updated
- May 16, 2023