From 2bcc168ec477139e964598a22fd414cbadd8e390 Mon Sep 17 00:00:00 2001
From: Soham <soham97@yahoo.co.in>
Date: Thu, 10 Nov 2022 15:14:38 -0800
Subject: [PATCH] Update README.md

---
 README.md | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/README.md b/README.md
index 4b98189..a2aa2ae 100644
--- a/README.md
+++ b/README.md
@@ -48,6 +48,16 @@ audio_embeddings = clap_model.get_audio_embeddings(file_paths: List[str])
 sim = clap_model.compute_similarity(audio_embeddings, text_embeddings)
 ```
 
+## Examples
+To run zero-shot evaluation on ESC50 dataset or on a single audio file from ESC50 check `CLAP\src\`. For zero-shot evaluation on ESC50 dataset:
+```bash
+> cd src && python zero_shot_classification.py
+```
+Output
+```bash
+ESC50 Accuracy: 82.6%
+```
+
 ## Citation
 https://arxiv.org/pdf/2206.04769.pdf
 ```