Publications

Having in mind that this project represents the continuation of the research carried out at the project TR32035, which, in the period 2011-2019, resulted in over 500 publications including about 10 applied technical solutions and patents, the dissemination of the project S-ADAPT since its very beginning (01.09.2020) has included invited lectures and first journal publications. It is expected that the collaboration with project teams of other Science Fund projects as well as within the H2020 programme will also result in joint achievements and publications.

Our publications in 2023

  1. Nikola Simić, Dragana Bajović, Nemanja Milošević, Siniša Suzić, Branislav Popović, Tijana Nosek, Vlado Delić: Privacy-preserving Multimodal Emotion Recognition Based on GNNs, Mathematics 2023, ISSN: 2227-7390, Special Issue "Artificial Intelligence and Mathematical Methods" (Confirmed paper list: Agreed Date: 01.07.2022.) [M21a] (under review)
  2. Lidija Krstanović, Branislav Popović, Marko Janev, Branko Brkljač: Feature Map Regularized CycleGAN for Domain Transfer, Mathematics 2023, Vol 11, Issue 2, 372, 21 pages, 10 January 2023, Special Issue "Artificial Intelligence and Mathematical Methods", ISSN: 2227-7390, DOI: 10.3390/math11020372 [M21a] (download)
  3. Siniša Suzić, Tijana Nosek, Milan Sečujski, Branislav Popović, Lidija Krstanović, Mia Vujović, Nikola Simić, Marko Janev, Nikša Jakovljević, Vlado Delić: SEAC: Serbian Emotional Amateur Cellphone Speech Corpus, Language Resources and Evaluation, ISSN: 1574-020X [M23] (under review)



Our publications in 2022.

  1. An application for recording of emotional speech database (download)
  2. Serbian Emotional Amateur Corpus (SEAC) (download)
  3. Branislav Popović, Marko Janev, Lidija Krstanović, Nikola Simić, Vlado Delić: Measure of Similarity between GMMs Based on Geometry-Aware Dimensionality Reduction, Mathematics 2023, Vol 11, Issue 1, 175, 22 pages, 29 December 2022, Special Issue "Artificial Intelligence and Mathematical Methods", ISSN: 2227-7390, DOI: 10.3390/math11010175 [M21a] (download)
  4. Nikola Simić, Sinisa Suzić, Tijana Nosek, Mia Vujović, Zoran Perić, Milan Savić and Vlado Delić: Speaker recognition using constrained convolutional neural networks in emotional speech. Entropy: international and interdisciplinary journal of entropy and information studies – an Open Acces Journal by MDPI, ISSN: 1099-4300, Special Issue “Methods in Artificial Intelligence and Information Processing,” editors: Z. Perić, V. Delić, and V. Despotović, 24(3):414, DOI: 10.3390/e24030414, 16.03.2022. [M22] (download)
  5. Lidija Krstanović, Branislav Popović, Marko Janev, and Branko Brkljač: Boot-strapped SSL CycleGAN for asymmetric domain transfer. Applied Sciences – an Open Acces Journal by MDPI, ISSN: 2076-3417, Special Issue “Computer Vision-Based Intelligent Systems: Challenges and Approaches,” 12(7):3411, 27.03.2022., DOI: 10.3390/app12073411 [M22] (download)
  6. Vladimir Obradović, Ilija Rajak, Milan Sečujski, Vlado Delić: Text driven virtual speakers, 30th European Signal Processing Conference – EUSIPCO 2022, Belgrade, Serbia, August 29 – September 2, ISBN: 978-1-6654-6798-8, 2022, pp. 1170-1173 [M33]
  7. Nikola Simić, Siniša Suzić, Tijana Nosek, Mia Vujović, Milan Sečujski: Impact of different voting strategies in CNN based speech emotion recognition, 30th European Signal Processing Conference – EUSIPCO 2022, Belgrade, Serbia, August 29 – September 2, ISBN: 978-1-6654-6798-8, 2022, pp. 1174-1177 [M33]
  8. Branislav Popović, Lidija Krstanović, Marko Janev, Siniša Suzić, Tijana Nosek, Jovan Galić: Speech Enhancement Using Augmented SSL CycleGAN, 30th European Signal Processing Conference – EUSIPCO 2022, Belgrade, Serbia, August 29 – September 2, ISBN: 978-1-6654-6798-8, 2022, pp. 1155-1159 [M33]
  9. Siniša Suzić, Darko Pekar, Milan Sečujski, Tijana Nosek, Vlado Delić: HiFi-GAN based Text-to-Speech Synthesis in Serbian, 30th European Signal Processing Conference – EUSIPCO 2022, Belgrade, Serbia, August 29 – September 2, ISBN: 978-1-6654-6798-8, 2022, pp. 1178-1182 [M33]
  10. Edvin Pakoci, Darko Pekar, Branislav Popović, Milan Sečujski, Vlado Delić: Overcoming Data Sparsity in Automatic Transcription of Dictated Medical Findings, 30th European Signal Processing Conference – EUSIPCO 2022, Belgrade, Serbia, August 29 – September 2, ISBN: 978-1-6654-6798-8, 2022, pp. 454-458 [M33]
  11. Lidija Krstanović, Slobodan Morača, Angela Fajsi, Marija Varga, and Aleksandar Rajić: Transferring Facial Expressions to Digital Character. International Conference on Systems, Signals and Image Processing – IWSSIP 2022, Bulgaria, June 1-3, 2022 [M33]
  12. Boris Malčić, Vlado Delić, Jovan Galić, Nebojša Babić: Real-time Speaker Independent Recognition of Bimodal Produced Speech, IX International conference on electrical, electronic, and computing engineering – IcETRAN 2022, ISBN: 978-86-7466-930-3, Novi Pazar, Serbia, June 6-9, 2022, AKI1.2, pp. 13-18 [M33]
  13. Vlado Delić, Darko Pekar, Milan Sečujski, Branislav Popović, Edvin Pakoci, Siniša Suzić: Development of Speech Technology for Serbian and Its Applications, 1st Serbian International Conference on Applied Artificial Intelligence – SICAAI 2022, ISBN: 978-86-81037-71-3, page 76, Kragujevac, Serbia, May 19-20, 2022 [M34]
  14. Marija Varga, Lidija Krstanović, Vlado Delić: Hand gesture recognition and its text-sound representation, IV International conference on assistive technologies and communications – ASTEK 2022, page 33, ISBN 978-86-84765-59-0, The Society of Special Education of Serbia, Belgrade, November 4-5, 2022 [M34] (download)
  15. Vlado Delić, Milan Sečujski, Branislav Popović, Siniša Suzić, and Darko Pekar: Application of speech technologies as assistive technologies for people with disabilities, IV International conference on assistive technologies and communications – ASTEK 2022, page 32, ISBN 978-86-84765-59-0, The Society of Special Education of Serbia, Belgrade, November 4-5, 2022 [M34] (download)



Our publications in 2021

  1. Branislav Popović, Lenka Cepova, Robert Cep, Marko Janev, Lidija Krstanović: Measure of Similarity between GMMs by Embedding of the Parameter Space That Preserves KL Divergence. Mathematics 2021, Vol 9, Issue 9, 957; 21 pages, 25 April 2021, ISSN: 2227-7390, DOI: 10.3390/math9090957 [M21a] (download)
  2. Tijana Nosek, Siniša Suzić, Darko Pekar, Radovan Obradović, Milan Sečujski, Vlado Delić: Cross-Lingual Neural Network Speech Synthesis Based on Multiple Embeddings. International Journal of Interactive Multimedia and Artificial Intelligence - IJIMAI, ISSN: 1989-1660, December 2021, 7(2):110-120, (download) [M22]
  3. Marko Janev, Zora Vrcelj, Teodor Atanacković: Optimal shape of the rotating nano rod. International Journal of Non-Linear Mechanics, Elsevier, ISSN: 0020-7462, Vol. 132, June 2021, 103688, DOI: 10.1016/j.ijnonlinmec.2021.103688 (download) [M22]
  4. Edvin Pakoci, Branislav Popović: Recurrent Neural Networks and Morphological Features in Language Modeling for Serbian. 29th Telecommunications forum TELFOR 2021, Belgrade, Serbia, November 23-24, Serbian Telecommunication Society, ISBN: 978-1-6654-2585-8/21 (IEEE), pp. 186-193, Invited paper [M31]
  5. Edvin Pakoci, Branislav Popović: Methods for Using Class Based N-gram Language Models in the Kaldi toolkit. The 23th International Conference Speech and Computer – SPECOM 2021, St. Petersburg, Russia, September 27-30, Lecture Notes in Artificial Intelligence, ISSN: 0302-9743, Springer Nature Switzerland AG 2021, A. Karpov and R. Potapova (Eds.): SPECOM 2021, LNAI 12997, ISBN: 978-3-030-87801-6, pp. 492-503, DOI: 10.1007/978-3-030-87802-3_45 [M33] (download)
  6. Tijana Nosek, Siniša Suzić, Mia Vujović, Darko Pekar, Milan Sečujski and Vlado Delić: Explicit control of the level of expressiveness in DNN-based speech synthesis by embedding interpolation. The 23th International Conference Speech and Computer – SPECOM 2021, St. Petersburg, Russia, September 27-30, Lecture Notes in Artificial Intelligence, ISSN: 0302-9743, Springer Nature Switzerland AG 2021, A. Karpov and R. Potapova (Eds.): SPECOM 2021, LNAI 12997, ISBN: 978-3-030-87801-6, pp. 472-482, DOI: 10.1007/978-3-030-87802-3_43 [M33] (download)
  7. Igor Mandarić, Mia Vujović, Siniša Suzić, Tijana Nosek, Nikola Simić, Vlado Delić: Initial Analysis of the Impact of Emotional Speech on the Performance of Speaker Recognition on New Serbian Emotional Database. 29th Telecommunications forum TELFOR 2021, Belgrade, Serbia, November 23-24, Serbian Telecommunication Society, ISBN: 978-1-6654-2585-8/21 (IEEE), pp.198-201 [M33]
  8. Tijana Đurkić, Aleksandra Lojaničić, Siniša Suzić, Branislav Popović, Milan Sečujski, Tijana Nosek: Emotion recognition from speech based on ML algorithms applied on two Serbian datasets. 29th Telecommunications forum TELFOR 2021, Belgrade, Serbia, November 23-24, Serbian Telecommunication Society, ISBN: 978-1-6654-2585-8/21 (IEEE), pp. 194-197 [M33]
  9. Lidija Krstanović, Aco Antić, Marko Janev, Branislav Popović: Tool wear condition monitoring system using spectrogram texture based features. ETIKUM 2021, Novi Sad, 02-04. december [M33]
  10. Bojan Banjac, Lidija Krstanović, Branko Malešević, Luka Milinković: Some Aspects of Algebra of Color. The 8th International Conference moNGeometrija, focused on the research about geometry, graphics and application to science, engineering and art – moNGeometrija 2021, Belgrade, 10-12 September, pp. 155-164 (2021) [M33]
  11. Milana Bojanić, Vlado Delić, Alexey Karpov: Influence of Emotion Distribution and Classification on a Call Processing for an Emergency Call Center. Telfor Journal, Print ISSN: 1821-3251, Online ISSN: 2334-9905, Društvo za telekomu-nikacije, Beograd, Akademska misao, Vol. 13, No. 2, 30.12.2021, pp. 75-80 (download) [M52]
  12. Branislav Popović, Edvin Pakoci, Darko Pekar, Vlado Delić: Automatic speech recognition system for dictation of medical findings. Technical solution: Industrial prototype introduced into production (verified by MNO ETIT – 30.09.2021.) [M82] (download)
  13. Darko Pekar: A Novel Method for Speaker Adaptation in Parametric Speech Synthesis. Doctoral dissertation, Novi Sad, Serbia, 2021 [M71] (download)



Our publications in 2020

  1. Branislav Popović, Edvin Pakoci, Darko Pekar: Transfer Learning for Domain and Environment Adaptation in Serbian ASR. Telfor Journal, Print ISSN: 1821-3251, Online ISSN: 2334-9905, Beograd, Vol. 12, No. 2, 25.12.2020., pp. 110-115, DOI: 10.5937/telfor2002110P [M52] (download)
  2. Ivan Jokić, Stevan Jokić, Vlado Delić, Zoran Perić: "One Solution of Extension of Mel-Frequency Cepstral Coefficients Feature Vector for Automatic Speaker Recognition", Information Technology and Control, Vol. 49, No. 2, 28.09.2020. [M23]
  3. Vlado Delić: "Human-Machine Speech Communication X & Y vs. Z & α Generation", Invited lecture at 43rd International Convention on Information, Communication and Electronic Technology MIPRO, Opatija, Croatia, September 2020. [M32]
  4. Milana Bojanić, Vlado Delić, Alexey Karpov: "Effect of Emotion Distribution on a Call Processing for an Emergency Call Center", 28. telecommunication forum TELFOR, 24-25.11.2020. [M33]
  5. Branislav Popović, Edvin Pakoci, Darko Pekar: "Automatic Speech Recognition System for Dictating Medical Findings", 7th International Conference on Electrical, Electronic and Computing Engineering, IcETRAN, Društvo za ETRAN, Beograd, Srbija, 28.-30.09.2020. [M33]
  6. Branislav Popović, Siniša Suzić, Edvin Pakoci: "Assistive speech technologies in Serbian language", Second national conference ASTEK, Assistive technology and education, Belgrade, Serbia, 05.11.2020. [M62]