Hossein Zeinali
Assistant Professor
Department of Computer Engineering
Artificial Intelligent and Robotics
Department of Computer Engineering
Artificial Intelligent and Robotics
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Email:
hzeinali
aut.ac.ir
aut.ac.irPhone:
64542740
h-index (Scopus):
15.00
Citations (Scopus):
590
Educational Records
#
Degree/Major
University
City
Country
Graduation Date
1
Bachelor of Science - Computer Engineering
Shiraz University
Shiraz
Iran
September, 2010
2
Master of Science - Artificial Intelligence
Sharif University of Technology
Tehran
Iran
September, 2012
3
Doctor of Philosophy (PhD) - Artificial Intelligence
Sharif University of Technology
Tehran
Iran
September, 2017
Supervised MSc Theses
#
Thesis title
By
Date
1
Converting Formal to Informal Text in Persian for Improving Conversational Speech Recognition
MEHRDAD NADERI & MOHAMMAD MEHDI HOMAYOUNPOUR
2024 Jun
2
Online Persian Handwriting Recognition Using Deep Neural Networks
MOHAMMADREZA MOLAVI SAIDABAD
2024 May
3
Design and development of a cross-ligual chatbot using Deep neural Networks
WAJIHA SYED
2023 Oct
4
Improving the Quality of a Multi-speaker Text to Speech System in Persian
MAJID ADIBIYAN
2023 Sep
5
Joint Intent Detection and Slot Filling using Deep Learning
REZA ZADKAMALI
2023 Jul
6
Pronunciation Error Detection using Deep Neural Networks
ABDULLAH ALBAHELI
2025 Sep
Journal Papers
1
Zeinali Hossein ، MAJID ADIBIAN, "End-to-End Multi-Speaker FastSpeech2 With Hierarchical Decoder", Ieee Access, 2025 Jul
vol. 13,
no. ,
pp.127805-127814,
2025.
2
MIRZAEE HOSSEIN ، Javad Peymanfard ، Hamid Habibzadeh Moshtaghin ، Zeinali Hossein, "ArmanEmo: a Persian dataset for text-based emotion detection", Language Resources and Evaluation, 2025 Apr
vol. ,
no. ,
pp.-,
2025.
3
MAJID ADIBIAN ، Zeinali Hossein ، BARMAKI SOROUSH, "DeepMine-multi-TTS: a Persian speech corpus for multi-speaker text-to-speech", Language Resources and Evaluation, 2025 Feb
vol. 1,
no. 1,
pp.1-20,
2025.
4
ZADKAMALI REZA ، MOMTAZI SAEEDE ، Zeinali Hossein, "Intent detection and slot filling for Persian: Cross-lingual training for low-resource languages", Natural Language Processing, 2024 Sep
vol. ,
no. 0,
pp.1-16,
2024.
5
SOBHI MOHAMAD ، MAZOCHI ALIREZA ، Zeinali Hossein, "A Comparative Study of BERT-X for Sentiment Analysis and Stance Detection in Persian Social Media", International Journal of Information and Communication Technology(Ijict), 2024 Jul
vol. 16,
no. 3,
pp.9-18,
2024.
6
Javad Peymanfard ، Samin Heydarian ، Ali Lashini ، Zeinali Hossein ، Mohammad Reza Mohammadi ، Nasser Mozayani, "A multi-purpose audio-visual corpus for multi-modal Persian speech recognition: The Arman-AV dataset", Expert Systems With Applications, 2024 Mar
vol. 238,
no. 0,
pp.1-11,
2024.
Conference Papers
1
Zeinali Hossein ، Kong Aik Lee ، Jahangir Alam ، Lukas Burget,
"Text-dependent Speaker Verification Challenge 2024: Exploring Shared and User-defined Passphrases,",
ICASSP 2025 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2025.
2
SAEEDI TAYYEBEH ، Mohades Khorasani Ali ، Zeinali Hossein,
"Conditions of an appropriate dataset for movie conversational recommender: The users point of view,",
International Conference on Machine Learning and Knowledge Discovery (MLKD 2024), Dec 2024.
3
FAROKH SEYED ALI ، Zeinali Hossein,
"ALF at SemEval-2024 Task 9: Exploring Lateral Thinking Capabilities of LMs through Multi-task Fine-tuning,",
Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024), Jun 2024.
4
MOLAVI SAIDABAD MOHAMMADREZA ، Zeinali Hossein,
"SLT at SemEval-2023 Task 1: Enhancing Visual Word Sense Disambiguation through Image Text Retrieval using BLIP,",
Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023), Nov 2023.
5
Zeinali Hossein ، SHAHRIARI IMAN,
"An Iterative Post-processing Method for Speech Source Separation in Realistic Scenarios,",
31st International Conference on Electrical Engineering (ICEE 2023), May 2023.
6
Mohammd Hasan Shamgholi ، Vahid Saeedi ، Javad Peymanfard ، ALHABIB LEILA ، Zeinali Hossein,
"ArmanTTS single-speaker Persian dataset,",
1st International Conference and 6th National Conference on Computers, information technology and applications of artificial intelligence, Feb 2023.
7
Javad Peymanfard ، Ali Lashini ، Samin Heydarian ، Zeinali Hossein ، Nasser Mozayani,
"Word-level Persian Lipreading Dataset,",
12th International Conference on Computer and Knowledge Engineering (ICCKE 2022), Nov 2022.
8
JANATDOUST MORTEZA ، Fatemeh Ehsani-Besheli ، Zeinali Hossein,
"KADO@LT-EDI-ACL2022: BERT-based Ensembles for Detecting Signs of Depression from Social Media Text,",
Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion, May 2022.
9
Javad Peymanfard ، Mohammad Reza Mohammadi ، Zeinali Hossein ، Nasser Mozayani,
"Lip reading using external viseme decoding,",
2022 International Conference on Machine Vision and Image Processing (MVIP), Feb 2022.
10
RANJBAR NILOOFAR ، Zeinali Hossein,
"Lotus at SemEval-2021 Task 2: Combination of BERT and Paraphrasing for English Word Sense Disambiguation,",
SemEval 2021, Aug 2021.
11
Zeinali Hossein ، Kong Aik Lee ، Jahangir Alam ، Lukas Burget,
"SdSV Challenge 2020: Large-Scale Evaluation of Short-Duration Speaker Verification,",
Interspeech 2020, Oct 2020.
Conference Reviewer
#
Conference Title
Date of Cooperation & Explanations
1
Interspeech
2019, 2020
2
Odyssey
2020
3
International Conference on Speech and Computer (SPECOM)
2016
Journal Referee
#
Magazine Title
Date of Cooperation & Explanations
1
IEEE Transactions on Audio, Speech and Language Processing
Since 2018
2
Computers & Electrical Engineering
2017
3
Computer Speech & Language
2018
4
IEEE Signal Processing Letters
Since 2018
5
Bio-Algorithms and Med-Systems
2019
6
Electronics Letters
2019
7
IET Signal Processing
2019
8
IET Biometrics
2018
9
Computers & Electrical Engineering
2016
Taught Courses
#
Course title
Description
Headlines
Date
1
Fundamentals of Computer & Programming
4051
2
Fundamentals of Computer & Programming
4051
3
Advanced Natural Language Processing
4042
4
Fundamentals of Computer & Programming
آموزش مبانی کامپیوتر و برنامه نویسی به دانشجویان با استفاده از زبان C
4042
5
(Speaker and Speech Recognition)
4041
6
(Speaker and Speech Recognition)
4041
7
Fundamentals of Computer & Programming
4041
8
Fundamentals of Computer & Programming
4041
9
(Speaker and Speech Recognition)
4032
10
Advanced Computer Programming
4032