|
|
--- |
|
|
language: en |
|
|
tags: |
|
|
- audio |
|
|
- classification |
|
|
- cat-sounds |
|
|
license: mit |
|
|
--- |
|
|
# Training Dataset |
|
|
https://www.kaggle.com/datasets/andrewmvd/cat-meow-classification?resource=download&select=dataset |
|
|
|
|
|
--- |
|
|
# Cat Sound Classification Model |
|
|
|
|
|
This model classifies cat sounds into three categories: |
|
|
- Brushing |
|
|
- Waiting for food |
|
|
- Isolation |
|
|
|
|
|
## Model Details |
|
|
- Input: Mel spectrogram (128x174x1) |
|
|
- Architecture: CNN with BatchNormalization |
|
|
- Output: 3 classes: |
|
|
- brushing; |
|
|
- waiting for food; |
|
|
- isolation in an unfamiliar environment |
|
|
""" |
|
|
|
