abletobetable/spec_soul_ast

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