LLaSA: Large Multimodal Agent for Human Activity Analysis Through Wearable Sensors

1 code implementation • 20 Jun 2024 • Sheikh Asif Imran, Mohammad Nur Hossain Khan, Subrata Biswas, Bashima Islam

Integrating inertial measurement units (IMUs) with large language models (LLMs) advances multimodal AI by enhancing human activity understanding.

Instruction Following Question Answering

COVID-19 mRNA Vaccine Degradation Prediction using Regularized LSTM Model

1 code implementation • IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE) 2020 • Sheikh Asif Imran, Md. Tariqul Islam, Celia Shahnaz, Md. Tafhimul Islam, Omar Tawhid Imam, Moinul Haque

Due to the advantages of mRNA vaccines such as potency, safety, and production feasibility, recent researches in vaccinology has seen strong focus in mRNA vaccines.

DOANet: a deep dilated convolutional neural network approach for search and rescue with drone-embedded sound source localization

1 code implementation • EURASIP Journal on Audio, Speech, and Music Processing 2020 • Alif Bin Abdul Qayyum, K. M. Naimul Hassan, Adrita Anika, Md. Farhan Shadiq, Md Mushfiqur Rahman, Md. Tariqul Islam, Sheikh Asif Imran, Shahruk Hossain, Mohammad Ariful Haque

DOANet is based on a one-dimensional dilated convolutional neural network that computes the azimuth and elevation angles of the target sound source from the raw audio signal.

Sound Source Localization