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 • 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.
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.