See sound footage from this occasion here (Charlie talks directly to the camera, and do we hear Sydney's voice as well?)
May Reeves is standing at far left (in a hat and fur coat, looking down). This was at the end of her year-long romance with Chaplin. They would part ways in Naples the next day.
Read more about Charlie's arrival in Rome and his last evening with May here.