jinbo-hu/seld-data-generator

Data Generotor for SELD

Spatial Room Impulse Response (SRIR) Generater

This repository is for generating spherical microphone array room impulse response in sound event localization and detection (SELD) task.

Quick Start

The directory of sound event datasets should look like:

./sound_event_datasets
├────bell
│        ├── Bicycle_bell
│        │   └── 29623.wav
│        ├── Chime
│        └── Doorbell
└────Clapping
        └─── Clapping
                ├── 2080.wav
                └── 2081.wav

Then run:

python make_dataset.py 1

Others

FOA Converter has not yet fully completed. We will also release codes of this part as soon as possible.

Cite

Please consider citing our paper if you find this code useful for your research.

[1] Jinbo Hu, Yin Cao, Ming Wu, Qiuqiang Kong, Feiran Yang, Mark D. Plumbley, and Jun Yang, "Selective-Memory Meta-Learning with Environment Representations for Sound Event Localization and Detection" arXiv preprint arXiv:2312.16422, 2023. URL

External Links

1. https://github.com/danielkrause/DCASE2022-data-generator
2. https://github.com/ehabets/SMIR-Generator