Datasets:
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README.md
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license: apache-2.0
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---
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license: apache-2.0
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language:
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- zh
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task_categories:
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- text-to-speech
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tags:
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- aishell
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- aishell-3
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- mandarin
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- chinese
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- speech
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- text-to-speech
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- tts
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- multi-speaker-tts
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- multi-speaker-speech
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- speech-synthesis
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pretty_name: AISHELL-3
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size_categories:
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- 10K<n<100K
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---
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# AISHELL-3
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## Dataset Description
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AISHELL-3 is a large-scale and high-fidelity multi-speaker Mandarin speech corpus published by Beijing Shell Shell Technology Co., Ltd.
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The dataset is designed for training multi-speaker Text-to-Speech (TTS) systems. It contains roughly **85 hours** of emotion-neutral recordings spoken by **218 native Mandarin Chinese speakers**, with a total of **88,035 utterances**.
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Auxiliary speaker attributes, including **gender**, **age group**, and **native accents**, are explicitly marked and provided in the corpus.
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Transcripts are provided at both:
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- Chinese character level
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- Pinyin level
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The word and tone transcription accuracy rate is above **98%**, based on professional speech annotation and strict quality inspection for tone and prosody.
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## Dataset Source
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- OpenSLR: http://openslr.org/93/
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- External URL: http://www.aishelltech.com/aishell_3
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## Dataset Download
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The dataset is available from OpenSLR.
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| File | Size | Description |
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|---|---:|---|
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| `data_aishell3.tgz` | 19 GB | Speech data and transcripts |
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## Dataset Information
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| Item | Description |
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|---|---|
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| Identifier | SLR93 |
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| Category | Speech |
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| Language | Mandarin Chinese |
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| Publisher | Beijing Shell Shell Technology Co., Ltd. |
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| Duration | Roughly 85 hours |
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| Number of speakers | 218 |
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| Number of utterances | 88,035 |
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| Speech style | Emotion-neutral |
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| Transcript type | Chinese character-level and pinyin-level transcripts |
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| License | Apache License v2.0 |
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## Intended Uses
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AISHELL-3 can be used for research and development of:
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- Multi-speaker Text-to-Speech systems
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- Mandarin speech synthesis
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- Speaker-conditioned speech generation
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- Speech corpus analysis for Mandarin TTS
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## License
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This dataset is released under the **Apache License v2.0**.
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## Citation
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If you use this dataset, please cite the following reference:
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```bibtex
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@inproceedings{AISHELL-3_2020,
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title={AISHELL-3: A Multi-speaker Mandarin TTS Corpus and the Baselines},
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author={Yao Shi, Hui Bu, Xin Xu, Shaoji Zhang, Ming Li},
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year={2015},
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url={https://arxiv.org/abs/2010.11567}
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}
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