Yes, the translator supports multiple Aramaic dialects, including Biblical Aramaic, Imperial Aramaic, and modern variants like Syriac. The tool includes specialized algorithms to handle the unique characteristics of each dialect, including different character sets and grammatical structures. Users can specify their preferred dialect for more accurate translations.