Multitask-National-Speech-Corpus-v1

Multitask-National-Speech-Corpus (MNSC v1) is derived from [IMDA's NSC Corpus](https://www.imda.gov.sg/how-we-can-help/national-speech-corpus).

MNSC is a multitask speech understanding dataset derived and further annotated from IMDA NSC Corpus. It focuses on the knowledge of Singapore's local accent, localised terms, and code-switching.

- ASR: Automatic Speech Recognition
- SQA: Speech Question Answering
- SDS: Spoken Dialogue Summarization
- PQA: Paralinguistic Question Answering

```
from datasets import load_dataset
data = load_dataset('MERaLiON/Multitask-National-Speech-Corpus-v1', data_dir='ASR-PART1-Train')['train']
```

```
@article{wang2025advancing,
title={Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models},
author={Wang, Bin and Zou, Xunlong and Sun, Shuo and Zhang, Wenyu and He, Yingxu and Liu, Zhuohan and Wei, Chengwei and Chen, Nancy F and Aw, AiTi},
journal={arXiv preprint arXiv:2501.01034},
year={2025}
}
```

多任务国家语音语料库（Multitask-National-Speech-Corpus，简称MNSC v1）源自[新加坡资讯通信媒体发展局（Infocomm Media Development Authority，简称IMDA）的国家语音语料库（IMDA's NSC Corpus）](https://www.imda.gov.sg/how-we-can-help/national-speech-corpus)。

MNSC是从IMDA国家语音语料库衍生并经进一步标注得到的多任务语音理解数据集，其研究重点涵盖新加坡本土口音、本地化术语及语码转换相关内容。

- ASR：自动语音识别（Automatic Speech Recognition）
- SQA：语音问答（Speech Question Answering）
- SDS：口语对话摘要（Spoken Dialogue Summarization）
- PQA：副语言问答（Paralinguistic Question Answering）

from datasets import load_dataset
data = load_dataset('MERaLiON/Multitask-National-Speech-Corpus-v1', data_dir='ASR-PART1-Train')['train']

@article{wang2025advancing,
title={Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models},
author={Wang, Bin and Zou, Xunlong and Sun, Shuo and Zhang, Wenyu and He, Yingxu and Liu, Zhuohan and Wei, Chengwei and Chen, Nancy F and Aw, AiTi},
journal={arXiv preprint arXiv:2501.01034},
year={2025}
}