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From the Embassy of the Republic of Korea to the Republic of Singapore's webpage (mirror):
As of 09 April 2020 foreigners who need to enter Korea due to necessary reasons (excluding tourism) may apply for visa at our office in person. Interview may be conducted.
Therefore you can't apply for a Tourism Visa with the ongoing travel restrictions.
The suspension of Short-Term Visa and Visa Free Entry is still in effect. Visa requirements may change anytime. Consult the Republic of Korea Embassy in France for the most up-to-date information regarding visa's and travel restrictions.