no code implementations • 27 Sep 2021 • M. F. Mridha, Abu Quwsar Ohi, Md. Abdul Hamid, Muhammad Mostafa Monowar
Speech recognition is a language-dependent system constructed directly based on the linguistic and textual properties of any language.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
1 code implementation • 9 May 2021 • Farisa Benta Safir, Abu Quwsar Ohi, M. F. Mridha, Muhammad Mostafa Monowar, Md. Abdul Hamid
Further, we experiment with two different recurrent neural networks (RNN) methods, LSTM and GRU.
Optical Character Recognition Optical Character Recognition (OCR)
1 code implementation • 7 Feb 2021 • M. F. Mridha, Abu Quwsar Ohi, Muhammad Mostafa Monowar, Md. Abdul Hamid, Md. Rashedul Islam, Yutaka Watanobe
The robustness of a speaker recognition system mainly depends on the extraction process of speech embeddings, which are primarily pre-trained on a large-scale dataset.
1 code implementation • 14 Jan 2021 • Abu Quwsar Ohi, M. F. Mridha, Md. Abdul Hamid, Muhammad Mostafa Monowar, Faris A Kateb
The FabricNet can recognize a large scale of fibers by only utilizing a surface image of fabric.
no code implementations • 3 Jan 2021 • Md. Mohsin Kabir, Abu Quwsar Ohi, Md. Saifur Rahman, M. F. Mridha
Deep neural networks have been demonstrated as very powerful systems for facing the challenge of object classification from high-resolution images, but deploying such object classification networks on the embedded device remains challenging due to the high computational and memory requirements.
1 code implementation • 15 Nov 2020 • M. F. Mridha, Abu Quwsar Ohi, M. Ameer Ali, Mazedul Islam Emon, Muhammad Mohsin Kabir
This article presents a Bangla handwriting dataset named BanglaWriting that contains single-page handwritings of 260 individuals of different personalities and ages.
no code implementations • 10 Nov 2020 • Muhammad Mohsin Kabir, Abu Quwsar Ohi, M. F. Mridha
The experimental results validate that the Xception and DenseNet architectures perform better in multi-label plant disease classification tasks.
no code implementations • 12 Oct 2020 • Abu Quwsar Ohi, M. F. Mridha, Md. Abdul Hamid, Muhammad Mostafa Monowar, Dongsu Lee, Jinsul Kim
It also introduces new features that are used for both speaker verification and identification tasks.
no code implementations • 21 Jul 2020 • M. F. Mridha, Md. Saifur Rahman, Abu Quwsar Ohi
To the best of our knowledge, this is the first attempt in developing a text based human abnormality detection system.
1 code implementation • Knowledge-Based Systems 2020 • Abu Quwsar Ohi, M. F. Mridha, Farisa Benta Safir, Md. Abdul Hamid, Muhammad Mostafa Monowar
Deep clustering method downsamples high dimensional data, which may also relate clustering loss.