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Bagher Babaali

Assistant Professor

Update: 2024-12-04

Bagher Babaali

College of Science / Faculty of Mathematics, Statistics and Computer Science

Journal Paper

  1. "An unsupervised statistical representation learning method for human activity recognition"
    Mohammad Foad Abdi, Bagher Babaali, saleh momeni milajerdi
    Signal Image and Video Processing, Vol. 1, No 1, 2024
  2. "A self-attention-based deep architecture for online handwriting recognition"
    Seyed Alireza Molavi, Bagher Babaali
    NEURAL COMPUTING & APPLICATIONS, Vol. 1, No 1, 2024
  3. "EKGDR: An End-to-End Knowledge Graph Based Method for Computational Drug Repurposing"
    Javad tayebi, Bagher Babaali
    Journal of Chemical Information and Modeling, Vol. 1, No 1, 2024
  4. "A transformer-based approach for Arabic offline handwritten text recognition"
    saleh momeni milajerdi, Bagher Babaali
    Signal Image and Video Processing, Vol. 1, No 1, 2024
  5. "On usage of an end-to-end deep neural architecture for handwritten digit string recognition"
    zahra Omidi, Bagher Babaali
    Signal Image and Video Processing, Vol. 1, No 1, 2024
  6. "A Hybrid ASR System for Southern Dutch"
    Bob Van Dyck, Bagher Babaali, Dirk Van Compernolle
    Computational Linguistics in the Netherlands Journal, Vol. 11, No 2021, pp.27-34, 2021
  7. "Online writer identification using statistical modeling-based feature embedding"
    Bagher Babaali
    soft computing, Vol. 1, No 1, 2021
  8. "Writer identification and writer retrieval based on NetVLAD with Re‐ranking"
    Shervin Rasoulzadeh, Bagher Babaali
    IET Biometrics, Vol. 1, No 1, pp.1-13, 2021
  9. "Online writer identification using statistical modeling-based feature embedding-"
    Bagher Babaali
    SOFT COMPUTING, Vol. 25, No 14, pp.9639-9649, 2021
  10. "Statistical feature embedding for heart sound classification"
    mohammad adiban, Bagher Babaali, saeedreza shenepoor
    Journal of Electrical Engineering-Elektrotechnicky Casopis, Vol. 70, No 4, pp.259-272, 2019
  11. "Usage of autoencoders and Siamese networks for online handwritten signature verification"
    Kian Ahrabian, Bagher Babaali
    NEURAL COMPUTING & APPLICATIONS, Vol. 2019-11, No 2019, 2018
  12. "Speech Recognizer-Based Non-Uniform Spectral Compression for Robust MFCC Feature Extraction"
    Bagher Babaali, Waldemar Wojcik, Orken Mamyrbayev, Mussa Turdalyuly, Nurbapa Mekebayev
    Przeglad Elektrotechniczny, Vol. 1, No 6, pp.92-95, 2018
  13. "Online signature verification using i-vector representation"
    Hossein Zeinali, Bagher Babaali, Hossein Hadian
    IET Biometrics, Vol. 5, No 7, pp.1-10, 2017
  14. "Persian sentences to phoneme sequences conversion based on recurrent neural networks"
    Yaser Mohseni, Bagher Babaali, Mussa Turdalyuly
    Open Computer Science, Vol. 2016, No 6, pp.219-225, 2016
  15. "Non-speaker information reduction from cosine similarity scoring in i-vector based speaker verification"
    Hossein Zeinali, علیرضا میریان , Hosein Sameti, Bagher Babaali
    COMPUTERS & ELECTRICAL ENGINEERING, Vol. 2015, No 48, pp.226-238, 2015
  16. "A new method to improve feature detection methods based on scale space"
    Tahereh Ghafghazi, Rouhollah Dianat, Bagher Babaali
    International Journal of Soft Computing and Engineering, Vol. 4, No 4, pp.1-5, 2014
  17. "A model distance maximizing framework for speech recognizer-based speech enhancement"
    Bagher Babaali, Hossein Sameti, Tiago Falk
    AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, Vol. 65, No 2, pp.99-106, 2011
  18. "Likelihood-Maximizing-Based Multiband Spectral Subtraction for Robust Speech Recognition"
    Bagher Babaali, Hossein Sameti, Mehran Safayani
    EURASIP Journal on Advances in Signal Processing, Vol. 2009, No 1, 2009
  19. "Providing a Suitable Method for Allophonic Labeling of Speech Corpuses According to the IPA System"
    Tahere Ahmadi, Batool Alinezhad, Hossein Karshenas, Bagher Babaali
    Language research, Vol. 13, No 38, pp.1-28, 2021
  20. "Allophone-based acoustic modeling for Persian phoneme recognition"
    Tahereh Ahmadi, Hossein Karshenas, Bagher Babaali, Batoul Alinezhad
    Processing of signs and data, Vol. 3, No 45, 2020
  21. "Power Quality Disturbances Classification Using Identity Feature Vector and Support Vector Machine"
    Atefeh BaniAsadi, Bagher Babaali
    The CSI Journal on Computing Science and Information Technology, Vol. 9, No 2, 2020
  22. "Nava: A Persian Traditional Music Database for the Dastgah and Instrument Recognition Tasks"
    Bagher Babaali, Ashena Gorgan Mohammadi, Asma Faraji Dizaji
    journal of advanced signal processing, Vol. 3, No 2, 2019
  23. "I-vector based Online signature verification"
    Hossein Zeinali, Bagher Babaali
    Computing Science Journal, Vol. 1, No 3, pp.3-16, 2016
  24. "A state-of-the-art framework for Persian speech recognition"
    Bagher Babaali
    Processing of signs and data, Vol. 13, No 3, pp.1-13, 2016
  25. "Introducing a new information retrieval method applicable for speech recognized texts"
    Roohollah Dianat, Morteza Aliahmadi, Mohammad Yahya Akhlaghi, Bagher Babaali
    Processing of signs and data, Vol. 13, No 4, pp.1-21, 2015

Conference Paper

  1. "EfficientNet-based vehicle damage insurance verification"
    Amirreza Jalili, Hamed Tabrizchi, Bagher Babaali
    2024 20th CSI International Symposium on Artificial Intelligence and Signal Processing, 2024
  2. "A Study into Pre-Training Strategies for Spoken Language Understanding on Dysarthric Speech"
    Pu Wang, Bagher Babaali, Hugo Van Hamme
    Interspeech2021, 2021
  3. "Using ASR methods for OCR"
    Ashish Arora, Chun Chieh Chang, Babak Rekabdar, Bagher Babaali, Daniel Povey, David Etter, Desh Raj, Hossein Hadian, Jan Trmal, Paola Garcia, Shinji Watanabe, Vimal Manohar, Yiwen Shao, Sanjeev Khudanpur
    2019 International Conference on Document Analysis and Recognition (ICDAR), 2019
  4. "Continuous Speech Recognition of Kazakh Language"
    Orken Mamyrbayev, Mussa Turdalyuly, Nurbapa Mekebayev, Kuralay Mukhsina, Alimukhan Keylan, Bagher Babaali, Gulnaz Nabieva, Aigerim Duisenbayeva, Bekturgan Akhmetov
    International Conference on Applied Mathematics, Computational Science and Systems Engineering, 2018
  5. "On the usage of i-vector representation for online handwritten signature verification"
    Hossein Zeinali, Bagher Babaali
    he 14th IAPR International Conference on Document Analysis and Recognition, 2017
  6. "FBK at IWSLT2014 -ASR Track"
    Bagher Babaali, R. Serizel, S. Jalalvand, D. Falavigna, R. Gratter, D. Giuliani
    The 11th International Workshop on Spoken Language Translation (IWSLT), 2014
  7. "Large Vocabulary Children's Speech Recognition with DNN-HMM and SGMM Acoustic Modeling"
    Bagher Babaali, Diego Joliani
    InterSpeech2015, 2014
  8. "A PITCH EXTRACTION ALGORITHM TUNED FOR AUTOMATIC SPEECH RECOGNITION"
    Pegah Ghahremani, Bagher Babaali, Daniel Povey, Korbinian Riedhammer, Jan Trmal
    2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014
  9. "Application of artificial intelligence in mental diseases and disorders; a review study"
    Sara Joneydi, Bagher Babaali, Hamidreza Naghavi
    National Conference of Artificial Intelligence and Software Engineering, 2023
  10. "Persian speech accents recognition using pre-trained deep neural network"
    Mohammad Foad Abdi, Bagher Babaali
    The Ninth Congress of Acoustical Society of Iran, 2023
  11. "Persian speech emotion recognition using fine-tuning of transformers"
    Minoo Shayani nasab, Bagher Babaali
    The Ninth Congress of Acoustical Society of Iran, 2023
  12. "Detecting the age range of Persian speakers using pre-trained deep neural network models"
    saleh momeni milajerdi, Bagher Babaali
    The Ninth Congress of Acoustical Society of Iran, 2023
  13. "Persian text summarization using Transformer networks"
    Amin Jahani Sani, Bagher Babaali
    The third international conference on new technologies in science, 2023
  14. "The effect of self-supervised representation learning of online handwritten data on the text independent writer identification"
    Pouya Mehralian, Bagher Babaali, Ashena Gorgan Mohammadi
    The 28th International Computer Conference of Iran Computer Association, 2023
  15. "Handwritten digit string recognition using end-to-end neural networks, entirely convolutional layers"
    zahra Omidi, Bagher Babaali
    The 28th International Computer Conference of Iran Computer Association, 2023
  16. "Online Arabic handwriting recognition using networks based on self-attention mechanism and CTC-loss function"
    Seyed Alireza Molavi, Bagher Babaali
    The 28th International Computer Conference of Iran Computer Association, 2023
  17. "A Persian G2P method based on recurrent neural networks"
    Yaser Mohseni, Bagher Babaali, Seyed Ali Elahi, Mohammad Bahrani
    21th Annual Computer Society of Iran Computer Conference (CSICC), 2016
  18. "The method of implementing a multi-input speech recognition system"
    Orken Mamyrbayev, Mussa Turdalyuly, Bagher Babaali
    INFORMATION AND TELECOMMUNICATION TECHNOLOGIES: EDUCATION, SCIENCE AND PRACTICE, 2015
  19. "A Feature Extraction Method from Speech Signal Based on the Diophantine Equation solving"
    Bagher Babaali, Roohollah Dianat, Morteza Aliahmadi
    National Computer Conference of Computer Society of Iran, 2015