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| import re | |
| from PIL import Image | |
| def clean_text(text): | |
| text = re.sub(r"<[^>]+>", "", text) # Remove HTML | |
| text = re.sub(r"[^a-zA-ZÀ-ÿ0-9\s]", "", text) # Remove caracteres especiais | |
| return text.strip() | |
| def resize_image(image, size=(224, 224)): | |
| return image.resize(size) | |
| def normalize_audio(audio_array): | |
| return audio_array / max(abs(audio_array)) | |