add plot

Signed-off-by: monica-sekoyan <[email protected]>

README.md

@@ -199,6 +199,20 @@ Bulgarian (**bg**), Croatian (**hr**), Czech (**cs**), Danish (**da**), Dutch (*
 
 This model is ready for commercial/non-commercial use.
 
+---
+
+![ASR WER Comparison](plots/asr.png)
+
+*Figure 1: ASR WER comparison across different models. This does not include Punctuation and Capitalisation errors.*
+
+---
+
+### Evaluation Notes
+
+**Note 1:** The above evaluations are conducted  for 24 supported languages, excluding Latvian since `seamless-m4t-v2-large` and `seamless-m4t-medium` do not support it.
+
+**Note 2:** Performance differences may be partly attributed to Portuguese variant differences - our training data uses European Portuguese while most benchmarks use Brazilian Portuguese.
+
 ## <span style="color:#466f00;">License/Terms of Use:</span>
 
 GOVERNING TERMS: Use of this model is governed by the [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/legalcode.en) license.