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README.md

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 # WESR-Bench
 
-WESR-Bench is an expert-annotated natural speech dataset with word-level vocal events, featuring both discrete events (standalone, denoted as \[tag\]) and continuous events (mixed with speech, denoted as \<tag\>...\</tag\>). 
+WESR-Bench is an expert-annotated natural speech dataset with word-level non-verbal vocal events, featuring both discrete events (standalone, denoted as \[tag\]) and continuous events (mixed with speech, denoted as \<tag\>...\</tag\>). 
+
+## Supported Tags
+
+**Discrete events (15):**
+- `inhale`, `cough`, `laughs`, `laughing`, `crowd_laughter`, `chuckle`, `shout`, `sobbing`, `cry`, `giggle`,`exhale`, `sigh`, `clear_throat`, `roar`, `scream`, `breathing`
+
+**Continuous events (6):**
+- `crying`, `laughing`, `panting`, `shouting`, `singing`, `whispering`
+
+## Evaluation
+
+See code and guidelines for evaluation in [Github](https://github.com/Cr-Fish/WESR).