Update README.md

README.md

@@ -6,4 +6,105 @@ language:
 - en
 size_categories:
 - 100K<n<1M
----
+---
+# Dataset Card for Running Records Errors Dataset
+
+## Dataset Description
+
+- **Repository:** 
+- **Paper:** 
+- **Leaderboard:** 
+- **Point of Contact:** 
+
+### Dataset Summary
+
+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, 
+we take the sentences from the English version of the Europarl corpus and randomly inject three types of errors into the sentences: *repetitions*, where 
+certain words or phrases are repeated, *substitutions*, where certain words are replaced with a different word, and *deletions*, where the word is completely
+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,
+the data is passed into a Quartznet 15x5 model which produces a transcript of the spoken audio. 
+
+### Supported Tasks and Leaderboards
+
+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
+the true text for that assesment. However, we provide this dataset to support other tasks involving error detection in text.
+
+### Languages
+
+All of the data in the dataset is in English.
+
+## Dataset Structure
+
+### Data Instances
+
+[More Information Needed]
+
+### Data Fields
+
+[More Information Needed]
+
+### Data Splits
+
+[More Information Needed]
+
+## Dataset Creation
+
+### Curation Rationale
+
+[More Information Needed]
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+[More Information Needed]
+
+#### Who are the source language producers?
+
+[More Information Needed]
+
+### Annotations
+
+#### Annotation process
+
+[More Information Needed]
+
+#### Who are the annotators?
+
+[More Information Needed]
+
+### Personal and Sensitive Information
+
+[More Information Needed]
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[More Information Needed]
+
+### Discussion of Biases
+
+[More Information Needed]
+
+### Other Known Limitations
+
+[More Information Needed]
+
+## Additional Information
+
+### Dataset Curators
+
+[More Information Needed]
+
+### Licensing Information
+
+[More Information Needed]
+
+### Citation Information
+
+[More Information Needed]
+
+### Contributions
+
+[More Information Needed]