As I began to speak to them, the Holy Spirit came on them

This implies that Peter had not finished speaking but had intended to say more.

the Holy Spirit came on them, just as on us in the beginning

"the Holy Spirit came on the Gentile believers, just as he came on the Jewish believers at Pentecost"