Update app.py

app.py

@@ -13,7 +13,7 @@ num_labels = 8
 
 # Pre-trained model: We're using facebook's wav2vec2-base-960h.
 # Since we are not fine-tuning, we are simply adding a classification head with random weights.
-model = Wav2Vec2ForSequenceClassification.from_pretrained("facebook/wav2vec2-base-960h", num_labels=num_labels)
+model = Wav2Vec2ForSequenceClassification.from_pretrained("facebook/wav2vec2-base-960h", num_labels=8)
 feature_extractor = Wav2Vec2FeatureExtractor.from_pretrained("facebook/wav2vec2-base-960h")
 
 # -------------------------------
@@ -58,7 +58,6 @@ iface = gr.Interface(
     title="L2 English Accuracy Predictor Demo",
     description=(
         "This demo uses Wav2Vec2ForSequenceClassification without fine-tuning. "
-        "Since the classification head has not been trained for your multi‑level task, "
         "the prediction results are random and for demonstration purposes only."
     ),
     allow_flagging="never"