Update README.md

README.md

@@ -17,11 +17,25 @@ model-index:
     metrics:
        - name: Test WER
          type: wer
-         value: 0.09
+         value: 0.254919
 ---
 # Wav2Vec2-Large-XLSR-53-Moroccan-Darija
 
-**wav2vec2-large-xlsr-53** fine-tuned on 120 hours of labeled Darija Audios
+**wav2vec2-large-xlsr-53** fine-tuned on 27 hours (27 people) of labeled Darija Audios.
+
+# Old model vs new model
+
+Old Model:
+- The model contains numerous incorrect transcriptions as input
+- There are multiple transcribers.
+- The audio database is not organized (by gender, age, regions ..).
+- Wrong wer rate
+
+New Model:
+- Transcriptions are now performed by a single individual.
+- Each hour of audio is pronounced by one person.
+- Fine-tuning is ongoing 24/7 to enhance accuracy, and we are consistently adding more data to the model every day.
+- Correct Wer rate
 
 ## Usage
 
@@ -58,3 +72,4 @@ print(transcription)
 Output: قالت ليا هاد السيد هادا ما كاينش بحالو 
 
 email: souregh@gmail.com
+BOUMEHDI Ahmed