Search Results for author: H. A. Z. Sameen Shahgir

Found 3 papers, 1 papers with code

Bangla Grammatical Error Detection Using T5 Transformer Model

2 code implementations19 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.

Grammatical Error Detection Language Modelling +1

Applying wav2vec2 for Speech Recognition on Bengali Common Voices Dataset

no code implementations11 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.

Language Modelling speech-recognition +1

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