---
datasets:
- Aniemore/resd
metrics:
- accuracy
library_name: transformers
pipeline_tag: audio-classification
---

Finetuned Audio Spectrogram Transformer for sentiment analysis in russian. 

[github repo with code and tg bot](https://github.com/glubze-and-tochka/spectrogram-soul)

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