Update README.md

README.md

@@ -1,22 +1,23 @@
 ---
 license: cc-by-sa-4.0
 language:
-- it
-- pt
-- es
-- fr
-- de
-- vi
-- id
-- ru
-- en
-- zh
+  - it
+  - pt
+  - es
+  - fr
+  - de
+  - vi
+  - id
+  - ru
+  - en
+  - zh
+task_categories:
+  - text-to-speech
+  - speech-recognition
 size_categories:
-- n>1T
----
+  - n>1T
 dataset_info:
   features:
-  
     - name: audio
       dtype: audio
     - name: txt
@@ -24,35 +25,29 @@ dataset_info:
     - name: align
       dtype: json
 ---
-
 # LEMAS Eval Set
 
 Multilingual evaluation set for speech synthesis and speech understanding.
 
-- Audio: MP3, 16kHz
-- Text: normalized transcription
-- Align: word-level alignment
-
----
-task_categories:
-- text-to-speech
-- speech-recognition
----
+## Overview
 
-# LEMAS multilingual dataset
+This dataset is part of **LEMAS (Large-scale Extensible Multilingual Audio Suite)**.
+It contains high-quality evaluation subsets for 10 languages with
+word-level alignment.
 
-This directory contains the speech dataset of **LEMAS**, covering
-10 languages and ~150k hours corpus with word-level timestamps.
+- **Audio**: MP3, 16kHz
+- **Text**: normalized transcription
+- **Alignment**: word-level timestamps
 
 ## Fields
 
-- `audio`: relative path to MP3 audio
+- `audio`: relative path to MP3 audio file
 - `dur`: duration in seconds
-- `txt`: normalized text
+- `text`: normalized transcription
 - `align.txt`: normalized text used for alignment
-- `align.words`: word-level timestamps
+- `align.words`: list of word-level timestamps
 
 ## Notes
 
 - Audio is encoded in MP3 (LAME, q=3)
-- All paths are relative to the directory
+- All audio paths are relative to the dataset root