Update README.md

README.md

@@ -48,13 +48,15 @@ Access to the dataset is regulated to ensure the confidentiality and ethical use
 
 ### Languages
 
-[More Information Needed]
+The primary language represented in this dataset is English, specifically as spoken by Swiss children who are learners of the language.
+This includes a variety of accents and dialectal influences from the German-speaking regions of Switzerland.
+
 
 ## Dataset Structure
 
 ### Data Instances
 
-[More Information Needed]
+A typical data instance in this dataset include an audio file, its full transcription, error annotations, and associated metadata such as the speaker's grade level and recording conditions.
 
 ### Data Fields
 
@@ -68,17 +70,17 @@ Access to the dataset is regulated to ensure the confidentiality and ethical use
 
 ### Curation Rationale
 
-[More Information Needed]
+The dataset was curated to address the lack of resources for developing ASR systems that can handle the unique characteristics of children's speech, especially non-native English speakers, and to facilitate the development of educational tools that provide corrective feedback on language learning.
 
 ### Source Data
 
 #### Initial Data Collection and Normalization
 
-[More Information Needed]
+Audio recordings were collected in controlled environments mimicking naturalistic settings to elicit genuine conversational speech from children. The recordings were then annotated professionally to include detailed error tags.
 
 #### Who are the source language producers?
 
-[More Information Needed]
+The language producers are Swiss children from grades 4 to 6, engaged in language learning activities designed to elicit natural speech.
 
 ### Annotations
 
@@ -88,21 +90,21 @@ Access to the dataset is regulated to ensure the confidentiality and ethical use
 
 #### Who are the annotators?
 
-[More Information Needed]
+Transcriptions and error annotations were performed by a professional service, following strict guidelines to ensure accuracy and consistency in error marking.
 
 ### Personal and Sensitive Information
 
-[More Information Needed]
+The dataset contains audio recordings of children, and all personal identifiers have been removed to protect privacy. Access to the data is restricted and requires approval to ensure ethical use.
 
 ## Considerations for Using the Data
 
 ### Social Impact of Dataset
 
-[More Information Needed]
+The dataset supports the development of educational tools that could enhance language learning for children, providing an important resource for educational technology.
 
 ### Discussion of Biases
 
-[More Information Needed]
+Given the specific demographic (Swiss German-speaking schoolchildren), the dataset may not generalize well to other forms of English or to speakers from different linguistic or cultural backgrounds.
 
 ### Other Known Limitations
 
@@ -112,7 +114,7 @@ Access to the dataset is regulated to ensure the confidentiality and ethical use
 
 ### Dataset Curators
 
-[More Information Needed]
+The dataset was curated by researchers at PHZH, UZH and Zhaw, with collaboration from local schools in Switzerland.
 
 ### Licensing Information
 
@@ -124,4 +126,4 @@ Access to the dataset is regulated to ensure the confidentiality and ethical use
 
 ### Contributions
 
-Thanks to [@github-username](https://github.com/<github-username>) for adding this dataset.
+Thanks to [@mict-zhaw](https://github.com/<github-username>) for adding this dataset.