Update README.md

README.md

@@ -47,20 +47,14 @@ FluidAudio
 **Parent Model:**
 [silero-vad](https://github.com/snakers4/silero-vad)
 
-### Model Details
-
-- **Architecture:** STFT + Encoder + RNN Decoder pipeline
-- **Input:** 16kHz mono audio chunks (512 samples / 32ms)
-- **Output:** Voice activity probability (0.0-1.0)
-- **Memory:** ~2MB total model size
-
-```
-  | Metric              | FP16 Baseline | 4-Bit Quantized |
-  |---------------------|---------------|-----------------|
-  | Correlation         | -             | 0.9999          |
-  | Mean Absolute Error | -             | 0.0045          |
-  | Model Size          | 0.90 MB       | 0.21 MB         |
-```
+
+This is how the model performs against the silero-vad v6.0.0 basline Pytorch JIT version 
+
+![comparison.png](comparison.png)
+
+
+
+Note that we tested the quantized versions, as the model is already tiny, theres no performance imporvement at all. 
 
 ## Intended Use