Publications

[Journal]  [Conference/Workshop]  [Preprints]  [Thesis]  [Poster]

[Link to Google Scholar Author Page]

Journal Publications

2024

1. BanSpeech: A Multi-domain Bangla Speech Recognition Benchmark Toward Robust Performance in Challenging Conditions

Ahnaf Mozib Samin, M. Humayon Kobir, Md. Mushtaq Shahriyar Rafee, M. Firoz Ahmed, Mehedi Hasan, Partha Ghosh, Shafkat Kibria, M. Shahidur Rahman

IEEE Access, 2024

[DOI]

2022

2. Bangladeshi Bangla Speech Corpus for Automatic Speech Recognition Research

Shafkat Kibria, Ahnaf Mozib Samin, M. Humayon Kobir, M. Shahidur Rahman, M. Reza Selim, M. Zafar Iqbal

Speech Communication, Elsevier, 2022

[Details] [DOI]

 2021

3. Deep learning based large vocabulary continuous speech recognition of an under-resourced language Bangladeshi Bangla

Ahnaf Mozib Samin, M. Humayon Kobir, Shafkat Kibria, M. Shahidur Rahman

Acoustical Science and Technology, Acoustical Society of Japan, 2021

[Details] [DOI]

Conference/Workshop Publications

  2024

1. BD-NLP at SemEval-2024 Task 2: Investigating Generative and Discriminative Models for Clinical Inference with Knowledge Augmentation

Shantanu Nath, Ahnaf Mozib Samin

18th International Workshop on Semantic Evaluation (SemEval 2024), co-located with NAACL in Mexico City, Mexico

2023

2. UM-DFKI Maltese Speech Translation

A. Williams, K. Abela, R. Kumar, M. Bär, H. Billinghurst, K. Micallef, A. M. Samin, A. DeMarco, L. Plas, C. Borg

20th International Conference on Spoken Language Translation (IWSLT 2023), co-located with ACL in Toronto, Canada

[DOI]

3. garNER at SemEval - 2023: Simplified Knowledge Augmentation for Multilingual Complex Named Entity Recognition

M. Z. Hossain, A. H. Z. So, S. Silwal, H. A. G. Gongora, A. M. Samin, J. A. Junaed, A. Mazumder, S. Saha, S. T. Soha

17th International Workshop on Semantic Evaluation (SemEval 2023), co-located with ACL in Toronto, Canada

* All authors have equal contributions

[DOI]

4. Slaapte or sliep? Extending neural-network simulations of English past tense learning to German and Dutch

Xiulin Yang, Jingyan Chen, Arjan van Eerden, Ahnaf Mozib Samin, Arianna Bisazza

24th Nordic Conference on Computational Linguistics (NoDaLiDa 2023), Faroe Islands

[DOI]

 2022

5. Arguments to Key Points Mapping with Prompt-based learning

Ahnaf Mozib Samin, Behrooz Nikandish, Jingyan Chen

International Conference on Natural Language and Speech Processing (ICNLSP 2022), Italy

[DOI]

  2021

6. AIMS Talk: Intelligent Call Center Support in Bangla Language with Speaker Authentication

Shehan Irteza Pranto, Rahad Arman Nabid, Ahnaf Mozib Samin, Nabeel Mohammed, Farhana Sarker, Mohammad Nurul Huda, Khondaker A. Mamun

ETCCE 2021, Bangladesh

[Details] [DOI]

7. Human-Robot Interaction in Bengali language for Healthcare Automation integrated with Speaker Recognition and Artificial Conversational Entity

Rahad Arman Nabid, Shehan Irteza Pranto, Ahnaf Mozib Samin, Nabeel Mohammed, Farhana Sarker, Mohammad Nurul Huda, Khondaker A. Mamun

ICEEE 2021, Bangladesh

[Details] [DOI]

Under-review/In Preparation Papers

1. NoisyBakko: A Noisy Speech Dataset Towards Robust Automatic Speech Recognition in Bangla

Md. Mushtaq Shahriyar Rafee, Firoz Ahmed, Ahnaf Mozib Samin, Shafkat Kibria, Shahidur Rahman

To be submitted

2. Investigating Adapters for Parameter-efficient Speech Recognition

Ahnaf Mozib Samin, Shekhar Nayak, Andrea DeMarco, Claudia Borg

Under-review at Interspeech 2024

3. Byte Pair Encoding Is All You Need For Automatic Bengali Speech Recognition

Ahnaf Mozib Samin

Under-review at ACM Transactions on Asian and Low-Resource Language Information Processing (ACM TALLIP)

4. ColorFoil: How Well Can Vision and Language Models Perceive Colors?

Ahnaf Mozib Samin

To be submitted

5. Acoustic analysis of English fricatives and voiceless plosives uttered by L2 speakers: a study on Bangladeshi Bangla

Ahnaf Mozib Samin

To be Submitted (In preparation for improvement)

[DOI]

6. Analysis of Male and Female Speakers' Word Choices in Public Speeches

Md. Zobaer Hossain, Ahnaf Mozib Samin

arXiv (Preprint), To be submitted

[DOI]

7. Exploring Both Internal and External Factors and Pragmatics of Monkey Communication

Ahnaf Mozib Samin

Lingbuzz (Preprint), 2022

[Details] [DOI]

Thesis

• Master's Thesis: Exploring Parameter-efficient Adapters for Low-resource Automatic Speech Recognition

Ahnaf Mozib Samin. Advised by Shekhar Nayak, Andrea DeMarco and Claudia Borg

University of Malta, Malta & University of Groningen, The Netherlands, 2023

• Bachelor's Thesis: Bengali Automatic Speech Recognition System

Ahnaf Mozib Samin, M. Humayon Kobir. Advised by M. Shahidur Rahman

Shahjalal University of Science and Technology (SUST), Bangladesh, 2020

[DOI]

Poster

• Bengali Automatic Speech Recognition System

Ahnaf Mozib Samin, M. Humayon Kobir, M. Shahidur Rahman

Shahjalal University of Science and Technology (SUST), Bangladesh, 2019

[Details] [DOI]