Built a call generator prototype with queue management for handling concurrent calls, and deployed the server to production.
2022
OOV robust ASR
Verbex.ai
Audio Processing·OOV words·ASR
With traditional ASR techniques, it is difficult to identify out-of-vocabulary words. We've experimented with a sub-word-based method, which works quite well.
2020
Vaccine Degradation Prediction
BUET
mRNA·LSTM·Base Pair
COVID-19 mRNA Vaccine Degradation Prediction using Regularized LSTM Model
2020
Distortion classification in Laparoscopic videos
BUET
Python·keras·filter·Biomedical
Real-time distortion classification in Laparoscopic videos
2020
Unsupervised abnormality detection
BUET
Time series analysis·LSTM·Unsupervised·SP CUP '20
Anomaly detection in an automated UAV using provided IMU data
2019
Sentry gun
BUET
Object identification·Movement detection·Military
A sentry gun is a weapon that scans and fires automatically at uninvited targets detected by sensors.
2019
Lie detection using Retinal diameter
BUET
openCV·Eye·Lie detection
Do you know when human tells a lie, his pupil's shape changes roughly, if he is not a psychopath. That's the image processing trick we used here to detect the liar!
2019
Load forecasting
BUET
Time series analysis·LSTM·Unsupervised·SP CUP '20
To conserve energy, we should generate only the electricity we require. Thus, this load forecasting is critical in this case.
2018
Sound Source Localization using UAV
BUET
Beamforming·DOANet·Dilated CNN
Our task was to detect the sound source using a flying drone. Denoising the motor sound from the provided drone's sound clip was our main challenge!