Update README.md

README.md

@@ -23,20 +23,12 @@ model-index:
 
 **wav2vec2-large-xlsr-53** fine-tuned on 29 hours (29 people) of labeled Darija Audios.
 
-# Old model vs new model
+# New Model:
 
-<u>Old Model:</u>
-- The model contains numerous incorrect transcriptions as input
-- Multiple transcribers.
-- The audio database is not organized (by gender, age, regions ..).
-- Wrong wer rate
-
-<u>New Model:</u>
 - Transcriptions are now performed by a single individual.
 - Each hour of audio is pronounced by a different person.
 - Fine-tuning is ongoing 24/7 to enhance accuracy, and we are consistently adding more data to the model every day.
 - Audio database is more organized
-- True Wer rate
 
 <table><thead><tr><th><strong>Training Loss</strong></th> <th><strong>Validation</strong></th> <th><strong>Loss Wer</strong></th></tr></thead> <tbody><tr>
 <td>0.019000</td>