For more technologies supported by Talend, see Talend components.
Using the tJapaneseTransliterate component, you can transliterate Japanese.
To replicate the example described below, retrieve the tJapaneseTransliterate_standard_scenario.zip file from the Downloads tab from the left panel of this help page.