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--- |
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license: cc-by-4.0 |
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task_categories: |
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- text-classification |
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language: |
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- en |
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size_categories: |
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- 100K<n<1M |
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--- |
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# Dataset Card for Running Records Errors Dataset |
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## Dataset Description |
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- **Repository:** |
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- **Paper:** |
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- **Leaderboard:** |
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- **Point of Contact:** |
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### Dataset Summary |
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The Running Records Errors dataset is an English-language dataset containing 1,055,601 sentences based on the Europarl corpus. As described in our paper, |
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we take the sentences from the English version of the Europarl corpus and randomly inject three types of errors into the sentences: *repetitions*, where |
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certain words or phrases are repeated, *substitutions*, where certain words are replaced with a different word, and *deletions*, where the word is completely |
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omitted. The sentences are then passed into a TTS pipeline consisting of TacoTron2 and HifiGAN model to produce audio recordings of those mutated sentences. Lastly, |
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the data is passed into a Quartznet 15x5 model which produces a transcript of the spoken audio. |
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### Supported Tasks and Leaderboards |
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The original purpose of this dataset was to construct a model pipeline that could score running records assesments given a transcript of a child's speech along with |
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the true text for that assesment. However, we provide this dataset to support other tasks involving error detection in text. |
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### Languages |
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All of the data in the dataset is in English. |
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## Dataset Structure |
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### Data Instances |
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[More Information Needed] |
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### Data Fields |
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[More Information Needed] |
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### Data Splits |
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[More Information Needed] |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed] |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed] |
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#### Who are the source language producers? |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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[More Information Needed] |
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### Personal and Sensitive Information |
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[More Information Needed] |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed] |
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### Discussion of Biases |
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[More Information Needed] |
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### Other Known Limitations |
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[More Information Needed] |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed] |
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### Licensing Information |
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[More Information Needed] |
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### Citation Information |
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[More Information Needed] |
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### Contributions |
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[More Information Needed] |
