Hi Sumedha. I'm sorry you have to go through this every day. I had to deal with something similar too. I know it seems difficult, but as you become financially independent, life does get better.
Use headphones, over the years, I learned that they are excellent. If music is distracting you, listen to white noise, any noise that can block their fighting.
If it is possible, apply for a college that is away from home, stay in hostel and slowly slowly, you can remove yourself from the situation and maintain healthy boundaries with your parents. I hope you find this helpful.
I'm really sorry you have to go through this but trust me, it will get better.