Ответ:
1. The teacher noticed that one of the children quietly left the room.
2. Julia felt a cold raindrop fell on her face.
3. The whole class heard the book fell on the floor.
4. The singers on the stage heard someone in the hall sang along. (или) Someone in the hall sang along and the singers on the stage heard it.