Police, fire and ambulance services rushed to Addison Place in the town after the alarm was raised at 2.21 am.
A statement from Police Scotland said: “They discovered a well-developed fire within a semi-detached house.
“The fire service, using breathing apparatus, entered the house to tackle the fire and found the female within.”
A full investigation into the cause of the fire is set to be carried out today.