cochlscene

Baseline code for cochlscene dataset (https://zenodo.org/record/7080122)

How to use?

1. Download this repository

$ git clone https://github.com/cochlearai/cochlscene

2. Install requirements

$ cd cochlscene
$ pip install -r requirements.txt

3. Change the dataset path (params['DATASET_DIR']) in params.py

4. Run main.py

$ python main.py

5. The trained model is saved as CochlScene_model.h5 and the confusion matrix can be found in results folder.

Citation

Il-Young Jeong and Jeongsoo Park, "CochlScene: Acquisition of acoustic scene data using crowdsourcing," Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA) 2022.