Update app.py

app.py

@@ -4,14 +4,14 @@ import tempfile
 
 # Function to transcribe audio and detect language
 def transcribe_and_detect_language(audio_file):
-    model = whisper.load_model("base")
+    model = whisper.load_model("base").to("cpu").float()  # Ensure model is in full precision
 
-    # Load audio and pad/trim it to fit 30 seconds
+    # Load and process audio
     audio = whisper.load_audio(audio_file)
     audio = whisper.pad_or_trim(audio)
 
-    # Make log-Mel spectrogram and move to the same device as the model
-    mel = whisper.log_mel_spectrogram(audio).to(model.device)
+    # Convert to log-Mel spectrogram in full precision
+    mel = whisper.log_mel_spectrogram(audio).to(model.device).float()  # Convert to float32
 
     # Detect the spoken language
     _, probs = model.detect_language(mel)