I am an MS student. I have worked in the area of Speech Recognition using Deep learning (research paper in InterSpeech).
Three potential topics I'd be interested in working on are:
(1) Convolutional Neural Networks in Speech Recognition
(2) Opponent AI in a game.
(3) Deep Reinforcement Learning
(4) Generative adversarial networks
I have already teamed up with someone.