├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE.txt ├── README.md └── data ├── English ├── LICENSE.txt ├── README.md ├── norm_list.pkl └── unnorm_list.pkl ├── Spanish ├── LICENSE.txt ├── README.md ├── norm_list.pkl └── unnorm_list.pkl └── Tamil ├── LICENSE.txt ├── README.md ├── norm_list.pkl └── unnorm_list.pkl /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- 1 | ## Code of Conduct 2 | This project has adopted the [Amazon Open Source Code of Conduct](https://aws.github.io/code-of-conduct). 3 | For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq) or contact 4 | opensource-codeofconduct@amazon.com with any additional questions or comments. 5 | -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- 1 | # Contributing Guidelines 2 | 3 | Thank you for your interest in contributing to our project. Whether it's a bug report, new feature, correction, or additional 4 | documentation, we greatly value feedback and contributions from our community. 5 | 6 | Please read through this document before submitting any issues or pull requests to ensure we have all the necessary 7 | information to effectively respond to your bug report or contribution. 8 | 9 | 10 | ## Reporting Bugs/Feature Requests 11 | 12 | We welcome you to use the GitHub issue tracker to report bugs or suggest features. 13 | 14 | When filing an issue, please check existing open, or recently closed, issues to make sure somebody else hasn't already 15 | reported the issue. Please try to include as much information as you can. Details like these are incredibly useful: 16 | 17 | * A reproducible test case or series of steps 18 | * The version of our code being used 19 | * Any modifications you've made relevant to the bug 20 | * Anything unusual about your environment or deployment 21 | 22 | 23 | ## Contributing via Pull Requests 24 | Contributions via pull requests are much appreciated. Before sending us a pull request, please ensure that: 25 | 26 | 1. You are working against the latest source on the *main* branch. 27 | 2. You check existing open, and recently merged, pull requests to make sure someone else hasn't addressed the problem already. 28 | 3. You open an issue to discuss any significant work - we would hate for your time to be wasted. 29 | 30 | To send us a pull request, please: 31 | 32 | 1. Fork the repository. 33 | 2. Modify the source; please focus on the specific change you are contributing. If you also reformat all the code, it will be hard for us to focus on your change. 34 | 3. Ensure local tests pass. 35 | 4. Commit to your fork using clear commit messages. 36 | 5. Send us a pull request, answering any default questions in the pull request interface. 37 | 6. Pay attention to any automated CI failures reported in the pull request, and stay involved in the conversation. 38 | 39 | GitHub provides additional document on [forking a repository](https://help.github.com/articles/fork-a-repo/) and 40 | [creating a pull request](https://help.github.com/articles/creating-a-pull-request/). 41 | 42 | 43 | ## Finding contributions to work on 44 | Looking at the existing issues is a great way to find something to contribute on. 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For 404 | the avoidance of doubt, this paragraph does not form part of the 405 | public licenses. 406 | 407 | Creative Commons may be contacted at creativecommons.org. 408 | 409 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | ## Proteno 2 | 3 | 4 | This is the data release associated with the corresponding NAACL 2021 Paper - Proteno: Text Normalization with Limited Data for Fast Deployment in Text to Speech Systems (https://arxiv.org/abs/2104.07777) 5 | 6 | 7 | ## Security 8 | 9 | See [CONTRIBUTING](CONTRIBUTING.md#security-issue-notifications) for more information. 10 | 11 | ## License 12 | 13 | This project is released under CC-BY-NC-4.0 and other licenses: 14 | 15 | - English: CC-BY-SA 16 | - Spanish: CC-BY-SA 17 | - Tamil: CC-BY-NC-SA 18 | 19 | ## Citation 20 | 21 | If you use our data, please cite the following paper: 22 | 23 | ``` 24 | @inproceedings{tyagi-etal-2021-proteno, 25 | title = "Proteno: Text Normalization with Limited Data for Fast Deployment in Text to Speech Systems", 26 | author = "Tyagi, Shubhi and 27 | Bonafonte, Antonio and 28 | Lorenzo-Trueba, Jaime and 29 | Latorre, Javier", 30 | booktitle = "Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers", 31 | month = jun, 32 | year = "2021", 33 | address = "Online", 34 | publisher = "Association for Computational Linguistics", 35 | url = "https://www.aclweb.org/anthology/2021.naacl-industry.10", 36 | pages = "72--79", 37 | } 38 | ``` 39 | -------------------------------------------------------------------------------- /data/English/LICENSE.txt: -------------------------------------------------------------------------------- 1 | Creative Commons Legal Code 2 | 3 | Attribution-ShareAlike 3.0 Unported 4 | 5 | CREATIVE COMMONS CORPORATION IS NOT A LAW FIRM AND DOES NOT PROVIDE 6 | LEGAL SERVICES. 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For the avoidance of doubt, 357 | this trademark restriction does not form part of the License. 358 | 359 | Creative Commons may be contacted at https://creativecommons.org/. 360 | -------------------------------------------------------------------------------- /data/English/README.md: -------------------------------------------------------------------------------- 1 | ## Proteno English Dataset 2 | 3 | This dataset contains 24, 760 sentences for text normalization sampled from Sproat and Jaitly (2016). This sample is tokenized and normalized as described in the paper. There are two Python pickled lists containing tokenized unnormalized sentences (unnorm_list.pkl) and their corresponding tokenized normalizations (norm_list.pkl). First 60% of the data was used for training Proteno and the models were evaluated on the other 40%. 4 | 5 | ## License 6 | This dataset is licensed under CC-BY-SA License. 7 | 8 | ## References 9 | 10 | ``` 11 | @misc{sproat2017rnn, 12 | title={RNN Approaches to Text Normalization: A Challenge}, 13 | author={Richard Sproat and Navdeep Jaitly}, 14 | year={2017}, 15 | eprint={1611.00068}, 16 | archivePrefix={arXiv}, 17 | primaryClass={cs.CL} 18 | } 19 | ``` 20 | 21 | -------------------------------------------------------------------------------- /data/English/norm_list.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/proteno/8839501abaf50eeccbe21a2397cefa118eae9660/data/English/norm_list.pkl -------------------------------------------------------------------------------- /data/English/unnorm_list.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/proteno/8839501abaf50eeccbe21a2397cefa118eae9660/data/English/unnorm_list.pkl -------------------------------------------------------------------------------- /data/Spanish/LICENSE.txt: -------------------------------------------------------------------------------- 1 | Creative Commons Legal Code 2 | 3 | Attribution-ShareAlike 3.0 Unported 4 | 5 | CREATIVE COMMONS CORPORATION IS NOT A LAW FIRM AND DOES NOT PROVIDE 6 | LEGAL SERVICES. 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For the avoidance of doubt, 357 | this trademark restriction does not form part of the License. 358 | 359 | Creative Commons may be contacted at https://creativecommons.org/. 360 | -------------------------------------------------------------------------------- /data/Spanish/README.md: -------------------------------------------------------------------------------- 1 | ## Proteno Spanish Dataset 2 | 3 | This dataset contains 4,791 sentences gathered from Wikipedia and annotated for text normalization. There are two Python pickled lists containing tokenized unnormalized sentences (unnorm_list.pkl) and their corresponding normalizations (norm_list.pkl). Every token that needs to be normalized is surrounded with tags in the normalization list with its corresponding unnormalized token. The normalizations also have lang id tags when text from a different language is present along with Spanish. Foreign language text was removed and the models are trained on only Spanish text. If the normalized text contains hyperlinks or web address then they are ignored as well for training purposes. 4 | 5 | ``` 6 | E.g., 7 | 8 | Normalized Text: 9 | Science 300:29–30 Así, la selección femenina podría promover la salud general de las poblaciones en esta especie. 10 | 11 | Unnormalized Tokenized Text(after foreign language text removal): 12 | ['300' , ':' , '29' , '–' , '30' , 'así' , ',' , 'la' , 'selección' , 'femenina' , 'podría' , 'promover' , 'la' , 'salud' , 'general' , 'de' , 'las' , 'poblaciones' , 'en' , 'esta' , 'especie' , '.'] 13 | 14 | Normalized to unnormalized token mapping: 15 | 300 => Unnormalized token: 300 , Normalization: "trescientos". 16 | ``` 17 | 18 | First 60% of the data was used for training Proteno and the models were evaluated on the other 40%. 19 | 20 | ## License 21 | This dataset is licensed under CC-BY-SA License. 22 | -------------------------------------------------------------------------------- /data/Spanish/norm_list.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/proteno/8839501abaf50eeccbe21a2397cefa118eae9660/data/Spanish/norm_list.pkl -------------------------------------------------------------------------------- /data/Spanish/unnorm_list.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/proteno/8839501abaf50eeccbe21a2397cefa118eae9660/data/Spanish/unnorm_list.pkl -------------------------------------------------------------------------------- /data/Tamil/LICENSE.txt: -------------------------------------------------------------------------------- 1 | Creative Commons Legal Code 2 | 3 | Attribution-NonCommercial-ShareAlike 3.0 Unported 4 | 5 | CREATIVE COMMONS CORPORATION IS NOT A LAW FIRM AND DOES NOT PROVIDE 6 | LEGAL SERVICES. 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For the avoidance of doubt, 358 | this trademark restriction does not form part of this License. 359 | 360 | Creative Commons may be contacted at https://creativecommons.org/. 361 | 362 | -------------------------------------------------------------------------------- /data/Tamil/README.md: -------------------------------------------------------------------------------- 1 | ## Proteno Tamil Dataset 2 | 3 | This dataset contains 30, 350 sentences for text normalization sampled from English-Tamil parallel corpus (Ramasamy et al., 2012) and Comparable Corpora (Eckart and Quasthoff, 2013). There are two Python pickled lists containing tokenized unnormalized sentences (unnorm_list.pkl) and their corresponding tokenized normalizations (norm_list.pkl). First 60% of the data was used for training Proteno and the models were evaluated on the other 40%. 4 | 5 | ## License 6 | This dataset is licensed under CC-BY-NC-SA License. 7 | 8 | ## References 9 | 10 | ``` 11 | @inproceedings{ramasamy-etal-2012-morphological, 12 | title = "Morphological Processing for {E}nglish-{T}amil Statistical Machine Translation", 13 | author = "Ramasamy, Loganathan and 14 | Bojar, Ond{\v{r}}ej and 15 | {\v{Z}}abokrtsk{\'y}, Zden{\v{e}}k", 16 | booktitle = "Proceedings of the Workshop on Machine Translation and Parsing in {I}ndian Languages", 17 | month = dec, 18 | year = "2012", 19 | address = "Mumbai, India", 20 | publisher = "The COLING 2012 Organizing Committee", 21 | url = "https://www.aclweb.org/anthology/W12-5611", 22 | pages = "113--122", 23 | } 24 | ``` 25 | 26 | ``` 27 | @Inbook{Eckart2013, 28 | author={Eckart, Thomas and Quasthoff, Uwe}, 29 | title="{Statistical Corpus and Language Comparison on Comparable Corpora}", 30 | bookTitle={Building and Using Comparable Corpora}, 31 | year={2013}, 32 | publisher={Springer Berlin Heidelberg}, 33 | address={Berlin, Heidelberg}, 34 | pages={151--165}, 35 | isbn={978-3-642-20128-8}, 36 | doi={10.1007/978-3-642-20128-8_8}, 37 | url={https://doi.org/10.1007/978-3-642-20128-8_8} 38 | } 39 | ``` 40 | 41 | -------------------------------------------------------------------------------- /data/Tamil/norm_list.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/proteno/8839501abaf50eeccbe21a2397cefa118eae9660/data/Tamil/norm_list.pkl -------------------------------------------------------------------------------- /data/Tamil/unnorm_list.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/proteno/8839501abaf50eeccbe21a2397cefa118eae9660/data/Tamil/unnorm_list.pkl --------------------------------------------------------------------------------