Update README.md

README.md

@@ -45,6 +45,18 @@ print(prediction)
 ```
   {'onset': [0.01, 0.38, 0.603, 0.758, 0.912, 1.813, 1.967, 2.073, 2.838, 2.982, 3.112, 3.668, 3.828, 3.953, 5.158, 5.323, 5.467], 'offset': [0.073, 0.447, 0.673, 0.83, 1.483, 1.882, 2.037, 2.643, 2.893, 3.063, 3.283, 3.742, 3.898, 4.523, 5.223, 5.393, 6.043], 'cluster': ['zebra_finch_0', 'zebra_finch_0', 'zebra_finch_0', 'zebra_finch_0', 'zebra_finch_0', 'zebra_finch_0', 'zebra_finch_0', 'zebra_finch_0', 'zebra_finch_0', 'zebra_finch_0', 'zebra_finch_0', 'zebra_finch_0', 'zebra_finch_0', 'zebra_finch_0', 'zebra_finch_0', 'zebra_finch_0', 'zebra_finch_0']}
 
+Visualize the results of WhisperSeg:
+```python
+from audio_utils import SpecViewer
+spec_viewer = SpecViewer()
+spec_viewer.visualize( audio = audio, sr = sr, min_frequency= min_frequency, prediction = prediction,
+                       window_size=8, precision_bits=1 
+                     )
+```
+![vis](https://github.com/nianlonggu/WhisperSeg/blob/master/assets/res_zebra_finch_adults_prediction_only.png?raw=true)
+
+Run it in Google Colab: <a href="https://colab.research.google.com/github/nianlonggu/WhisperSeg/blob/master/docs/WhisperSeg_Voice_Activity_Detection_Demo.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a>
+
 For more details, please refer to the GitHub repository: https://github.com/nianlonggu/WhisperSeg
 
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