Update README.md

README.md

@@ -144,6 +144,18 @@ The Low Frame-rate Speech Codec is trained on a total of 28.7k hrs of speech dat
    
       - Properties: To assess our models' performance on studio-quality audio, we utilized the F10 and M10 speakers from the DAPS Clear dataset. These speakers were also employed in the evaluation of the [DAC model](https://arxiv.org/abs/2306.06546).
 
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+## Performance
+
+We evaluated our codec using multiple objective audio quality metrics across two distinct test sets. Additionally, we compared our model's performance with state-of-the-art codecs. For further details, please refer to[our paper](https://arxiv.org/abs/2409.12117).
+
+| Dataset     | Squim MOS (↑)     |SI-SDR(↑)      |Mel Dist. (↓)      |STFT Dist.(↓) |CER (↓)|
+|:-----------:|:----------:|:----------:|:----------:|:-----------:|:-----------:|
+| MLS | 4.43       | 4.46      | 0.147      | 0.061       | 2.09       | 
+| DAPS | 4.68       | 6.93       | 0.142       | 0.058       | 0.86      |
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+
+
 ## Software Integration
 
 ### Supported Hardware Microarchitecture Compatibility: