Abstract: We introduce the Children's Song Dataset (CSD) which contains vocal recordings for 100 children's songs sung in Korean or English and are temporally aligned with the MIDI transcriptions and lyrics annotations. We expect that the dataset can be useful for various singing voice analysis and synthesis tasks.