49 citations · 119 across the 9 of their papers we have counts for
10 papers
Challenges and Opportunities of Speech Recognition for Bengali Language
M. F. Mridha, Abu Quwsar Ohi, Md. Abdul Hamid +1
Speech recognition is a fascinating process that offers the opportunity to interact and command the machine in the field of human-computer interactions. Speech recognition is a lan…
End-to-End Optical Character Recognition for Bengali Handwritten Words
Farisa Benta Safir, Abu Quwsar Ohi, M. F. Mridha +2
Optical character recognition (OCR) is a process of converting analogue documents into digital using document images. Currently, many commercial and non-commercial OCR systems exis…
U-vectors: Generating clusterable speaker embedding from unlabeled data
M. F. Mridha, Abu Quwsar Ohi, Muhammad Mostafa Monowar +3
Speaker recognition deals with recognizing speakers by their speech. Most speaker recognition systems are built upon two stages, the first stage extracts low dimensional correlatio…
FabricNet: A Fiber Recognition Architecture Using Ensemble ConvNets
Abu Quwsar Ohi, M. F. Mridha, Md. Abdul Hamid +2
Fabric is a planar material composed of textile fibers. Textile fibers are generated from many natural sources; including plants, animals, minerals, and even, it can be synthetic.…
An Evolution of CNN Object Classifiers on Low-Resolution Images
Md. Mohsin Kabir, Abu Quwsar Ohi, Md. Saifur Rahman +1
Object classification is a significant task in computer vision. It has become an effective research area as an important aspect of image processing and the building block of image…
A Multi-Plant Disease Diagnosis Method using Convolutional Neural Network
Muhammad Mohsin Kabir, Abu Quwsar Ohi, M. F. Mridha
A disease that limits a plant from its maximal capacity is defined as plant disease. From the perspective of agriculture, diagnosing plant disease is crucial, as diseases often lim…
BanglaWriting: A multi-purpose offline Bangla handwriting dataset
M. F. Mridha, Abu Quwsar Ohi, M. Ameer Ali +2
This article presents a Bangla handwriting dataset named BanglaWriting that contains single-page handwritings of 260 individuals of different personalities and ages. Each page incl…
A Lightweight Speaker Recognition System Using Timbre Properties
Abu Quwsar Ohi, M. F. Mridha, Md. Abdul Hamid +3
Speaker recognition is an active research area that contains notable usage in biometric security and authentication system. Currently, there exist many well-performing models in th…
Human Abnormality Detection Based on Bengali Text
M. F. Mridha, Md. Saifur Rahman, Abu Quwsar Ohi
In the field of natural language processing and human-computer interaction, human attitudes and sentiments have attracted the researchers. However, in the field of human-computer i…
AutoEmbedder: A semi-supervised DNN embedding system for clustering
Abu Quwsar Ohi, M. F. Mridha, Farisa Benta Safir +2
Clustering is widely used in unsupervised learning method that deals with unlabeled data. Deep clustering has become a popular study area that relates clustering with Deep Neural N…