no code implementations • 21 Oct 2023 • H. A. Z. Sameen Shahgir, Khondker Salman Sayeed, Tanjeem Azwad Zaman, Md. Asif Haider, Sheikh Saifur Rahman Jony, M. Sohel Rahman
This report outlines our approach in the IEEE SPS VIP Cup 2023: Ophthalmic Biomarker Detection competition.
2 code implementations • 19 Mar 2023 • H. A. Z. Sameen Shahgir, Khondker Salman Sayeed
This paper presents a method for detecting grammatical errors in Bangla using a Text-to-Text Transfer Transformer (T5) Language Model, using the small variant of BanglaT5, fine-tuned on a corpus of 9385 sentences where errors were bracketed by the dedicated demarcation symbol.
no code implementations • 11 Sep 2022 • H. A. Z. Sameen Shahgir, Khondker Salman Sayeed, Tanjeem Azwad Zaman
After training for 71 epochs, on a training set consisting of 36919 mp3 files, we achieved a training loss of 0. 3172 and WER of 0. 2524 on a validation set of size 7, 747.