Update README.md

README.md

@@ -72,4 +72,17 @@ tags:
 - speaker-diarization
 - voice-activity-detection
 - speaker-segmentation
----
+---
+
+## Dataset Description
+
+The AMI Meeting Corpus consists of 100 hours of meeting recordings. The recordings use a range of signals
+synchronized to a common timeline. These include close-talking and far-field microphones, individual and
+room-view video cameras, and output from a slide projector and an electronic whiteboard. During the meetings,
+the participants also have unsynchronized pens available to them that record what is written. The meetings
+were recorded in English using three different rooms with different acoustic properties, and include mostly
+non-native speakers.
+
+**Note**: This dataset has been preprocessed using [diarizers](https://github.com/kamilakesbi/diarizers/tree/main/datasets). 
+It makes the dataset compatible with `diarizers` scripts to fine-tune `pyannote` segmentation models. 
+