Update README.md

README.md

@@ -10,14 +10,16 @@ license: apache-2.0
 ---
 
 # Distil-wav2vec2 
-This model is a distilled version of the wav2vec2 model (https://arxiv.org/pdf/2006.11477.pdf). This model is 4 times smaller and 3 times faster than the original wav2vec2 large model.
+This model is a distilled version of the wav2vec2 model (https://arxiv.org/pdf/2006.11477.pdf). This model is 45% times smaller and 3 times faster than the original wav2vec2 base model.
 
 # Evaluation results
-When used with a light tri-gram language model head, this model achieves the following results : 
+This model achieves the following results : 
+
+|Model| Size| WER Librispeech-test-clean |WER Librispeech-test-other| 
+|----------| ------------- |-------------|-----------| 
+|Distil-wav2vec2| 197.9 Mb | 0.0983 | 0.2266|
+|wav2vec2-base| 360 Mb | 0.0389 | 0.1047|
 
-| Dataset | WER  | 
-| ------------- |-------------| 
-| Librispeech-clean| 0.127|
 
 # Usage
 notebook (google colab) at https://github.com/OthmaneJ/distil-wav2vec2