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- ---
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- license: cc-by-4.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: cc-by-4.0
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+ language:
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+ - zh
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+ - ja
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+ tags:
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+ - singing
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+ - MOS
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+ size_categories:
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+ - 1B<n<10B
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+ ---
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+ **NOTICE[Important!!!!]: We release the official version of [SingMOS-Pro](https://huggingface.co/datasets/TangRain/SingMOS-Pro).**
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+
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+
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+ -------------------- Previous Information -----------------------
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+
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+
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+ paper link: [SingMOS-Pro: An Comprehensive Benchmark for Singing Quality Assessment](https://arxiv.org/abs/2510.01812)
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+
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+ If you want to use the dataset of **the singing track in VoiceMOS 2024**, you can visit **[SingMOS_v1](https://huggingface.co/datasets/TangRain/SingMOS_v1).**
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+
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+ If you want to use our **pretrained SingMOS model**, you can visit our repo at [Singing MOS Predictor](https://github.com/South-Twilight/SingMOS/tree/main).
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+
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+
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+ # Overview
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+ **SingMOS-Pro** includes 7,981 Chinese and Japanese vocal clips, totaling 11.15 hours in duration.
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+
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+ It covers samples mainly in 16 kHz and a little in 24kHz and 44.1kHz.
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+
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+
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+ **To utilize SingMOS, you should use `split.json` and `score.json`. If you want to know more information, `sys_info.json` will give you the answer.**
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+ # SingMOS arichitecture
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+ ```
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+ |---SingMOS-Pro
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+ |---wavs
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+ |---sys0001-utt0001.wav
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+ ...
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+ |---info
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+ |---split.json
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+ |---score.json
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+ |---sys_info.json
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+ |---metadata.csv
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+ ```
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+ Structure of `split.json`:
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+ ```json
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+ {
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+ dataset_name: {
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+ "train": list for train set.,
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+ "test": list for test set.,
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+ }
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+ }
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+ ```
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+ Structure of `score.json`:
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+ ```json
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+ {
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+ "system": {
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+ "sys_id": {
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+ "score": score of system.,
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+ "ci": CI of score.,
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+ }
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+ ...
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+ },
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+ "utterance": {
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+ "utt_id": {
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+ "sys_id": system id.,
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+ "wav": wav path.,
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+ "score": {
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+ "mos": mos for utterance.,
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+ "scores": list for judge scores.,
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+ "judges": list for judge id.,
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+ }
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+ },
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+ ...
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+ }
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+ }
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+ ```
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+ Structure of `sys_info.json`:
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+ ```json
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+ {
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+ "sys_id": {
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+ "type": system type including "svs" and "svc" "svc" "gt".,
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+ "dataset": original dataset.
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+ "model": generated model.
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+ "sample_rate": sample rate.
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+ "tag": {
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+ "domain_id": batch of annotations,
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+ "other_info": more information for system, including speaker transfer information for svc, number of codebook for codec, and so on. The "default" means no additional information to be supplemented.
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+ }
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+ }
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+ }
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+ ```
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+ # updata infomation:
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+ *[2024.11.06]* We release **SingMOS**.
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+ *[2024.06.26]* We release **SingMOS_v1**.
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+ # Citation:
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+ ```
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+ @misc{tang2025singmosprocomprehensivebenchmarksinging,
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+ title={SingMOS-Pro: An Comprehensive Benchmark for Singing Quality Assessment},
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+ author={Yuxun Tang and Lan Liu and Wenhao Feng and Yiwen Zhao and Jionghao Han and Yifeng Yu and Jiatong Shi and Qin Jin},
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+ year={2025},
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+ eprint={2510.01812},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.SD},
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+ url={https://arxiv.org/abs/2510.01812},
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+ }
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+ ```