I started my graduate studies as a PhD student in the Computer Science department at Michigan Tech in Fall 2016. On the way to my PhD, I obtained a Master’s degree in Computer Science in Fall 2018. I have a Bachelor’s degree in Computer Science and Engineering from University of Dhaka, Bangladesh.
My research focuses on designing intelligent interfaces for users who have some form of speech or motor impairment such as ALS, Cerebral Palsy, or Parkinson’s. Such users have trouble speaking and may use an Augmentative and Alternative Communication (AAC) device to communicate face-to-face or in writing. Their input rate is often quite slow due to their motor abilities. My research looks into improving AAC devices to accelerate AAC user input via different methods. These include: training and deploying state-of-the-art statistical and neural language models to predict an AAC user’s next words, entering text using abbreviation, adapting language models to an individual AAC user’s writing, and doing speech recognition on the conversation turns of an AAC user’s partner.
Besides AAC user interfaces, I have explored text input in virtual reality (VR). Entering text in a VR environment is difficult due to many reasons such as lack of tactile feedback and tracking inaccuracies. I have designed and investigated different text entry interfaces in VR where I have studied the performance of one-handed versus two-handed text entry techniques and input of text containing difficult words (e.g. proper names) using speech.
I would like to express my sincere gratitude to my advisor Dr. Keith Vertanen for his support, guidance, and cooperation during my pursuit of a PhD. I would also like to thank the College of Computing and its staff and faculty for providing me an opportunity to grow in a great research and academic environment. Lastly, I am grateful to the Graduate School, the Graduate Dean Awards Advisory Panel, and the Dean for awarding me the Finishing Fellowship.
