Research

Feel free to visit my Google Scholar profile if the information here seems outdated.

Current Research Areas:

  • Motion Compensation in Free Breathing Pulmonary MRI
  • Medical Imaging and Machine Learning
  • Algorithm Development and Optimizations
  • Inverse Problems and MR Image Reconstruction

Research Interests:

My research interests broadly lies in the area of Signal Processing and Deep Learning. Some of the areas I wish to work are:

  • Audio Signal Processing, Signal Denoising, Speech Enhancement, Speech Recognition, Speaker Recognition, Speech Disorder, Speech Emotion Recognition, Speaker Diarization.
  • Image Recognition, Image Processing, Medical Imaging, Image Segmentation.
  • Sentiment and Emotion Analysis, QA Answering, Conversational AI.
  • Multimodal Signal Processing (combining textual, acoustic & visual features) to build intelligent system.
  • Audio Steganalysis, Audio Steganography, DeepFake Detecion.


Publications:

2021
  1. Cochleagram based speaker identification using noise adapted CNN
    Sabbir Ahmed, Nursadul Mamun, and Md Azad Hossain
    In 2021 5th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), 2021