updated readme

README.md

@@ -23,8 +23,6 @@ tags:
 
 # Dataset Card for the Enriched "DCASE 2023 Challenge Task 2 Dataset".
 
-[//]: # (todo)
-
 ## Table of contents
 
 - [Dataset Description](#dataset-description)
@@ -36,8 +34,8 @@ tags:
   - [Data Splits](#data-splits)
 - [Dataset Creation](#dataset-creation)
   - [Curation Rationale](#curation-rationale)
-  - [Supported Tasks and Leaderboards (original: Overview of the task)](#supported-tasks-and-leaderboards-original-overview-of-the-task)
   - [Source Data](#source-data)
+  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
 - [Considerations for Using the Data](#considerations-for-using-the-data)
   - [Social Impact of Dataset](#social-impact-of-dataset)
   - [Discussion of Biases](#discussion-of-biases)
@@ -63,6 +61,8 @@ tags:
 
 ### Explore the data with Spotlight
 
+![Analyze DCASE23 Task 2 with Spotlight](data/preview_dcase.png "Analyze DCASE23 Task 2 with Spotlight")
+
 Install Spotlight via [pip](https://packaging.python.org/en/latest/key_projects/#pip)
 ```bash
 pip install renumics-spotlight
@@ -198,15 +198,15 @@ While sounds from multiple machines of the same machine type can be used to enha
 
 ### Social Impact of Dataset
 
-Not applicable.
+[More Information Needed]
 
 ### Discussion of Biases
 
-Not applicable.
+[More Information Needed]
 
 ### Other Known Limitations
 
-Not applicable.
+[More Information Needed]
 
 ## Additional Information
 
@@ -217,7 +217,8 @@ The baseline system is available on the Github repository [dcase2023_task2_basel
 ### Dataset Curators
 
 [//]: # (todo)
-Example: The SNLI corpus was developed by Samuel R. Bowman, Gabor Angeli, Christopher Potts, and Christopher D. Manning as part of the [Stanford NLP group](https://nlp.stanford.edu/).
+
+[More Information Needed]
 
 ### Licensing Information - Condition of use