They are not dancers or singers.
In silence, this large group was doing spiritual exercises, apparently in great meditation, as a soft voice coming from the speakers constantly said: "Peace... Compassion... Tolerance..."
This discipline is called "Falun Gong", founded in China quite recently, in 1992, as a variation of traditional "qigong" practices.
For some reason the activity is illegal and subject to persecution in China.