95 citations · 170 across the 32 of their papers we have counts for
7 papers · 1 filter
Bangla Sign Language Translation: Dataset Creation Challenges, Benchmarking and Prospects
Husne Ara Rubaiyeat, Hasan Mahmud, Md Kamrul Hasan
Bangla Sign Language Translation (BdSLT) has been severely constrained so far as the language itself is very low resource. Standard sentence level dataset creation for BdSLT is of…
BanglaNirTox: A Large-scale Parallel Corpus for Explainable AI in Bengali Text Detoxification
Ayesha Afroza Mohsin, Mashrur Ahsan, Nafisa Maliyat +4
Toxic language in Bengali remains prevalent, especially in online environments, with few effective precautions against it. Although text detoxification has seen progress in high-re…
Are ASR foundation models generalized enough to capture features of regional dialects for low-resource languages?
Tawsif Tashwar Dipto, Azmol Hossain, Rubayet Sabbir Faruque +12
Conventional research on speech recognition modeling relies on the canonical form for most low-resource languages while automatic speech recognition (ASR) for regional dialects is…
CogniAlign: Survivability-Grounded Multi-Agent Moral Reasoning for Safe and Transparent AI
Hasin Jawad Ali, Ilhamul Azam, Ajwad Abrar +2
The challenge of aligning artificial intelligence (AI) with human values persists due to the abstract and often conflicting nature of moral principles and the opacity of existing a…
Prompting with Sign Parameters for Low-resource Sign Language Instruction Generation
Md Tariquzzaman, Md Farhan Ishmam, Saiyma Sittul Muna +2
Sign Language (SL) enables two-way communication for the deaf and hard-of-hearing community, yet many sign languages remain under-resourced in the AI space. Sign Language Instructi…
Fine-Tuning Video Transformers for Word-Level Bangla Sign Language: A Comparative Analysis for Classification Tasks
Jubayer Ahmed Bhuiyan Shawon, Hasan Mahmud, Kamrul Hasan
Sign Language Recognition (SLR) involves the automatic identification and classification of sign gestures from images or video, converting them into text or speech to improve acces…
BdSLW401: Transformer-Based Word-Level Bangla Sign Language Recognition Using Relative Quantization Encoding (RQE)
Husne Ara Rubaiyeat, Njayou Youssouf, Md Kamrul Hasan +1
Sign language recognition (SLR) for low-resource languages like Bangla suffers from signer variability, viewpoint variations, and limited annotated datasets. In this paper, we pres…