Publikacije

S obzirom da ovaj projekat čini kontinuitet istraživanja sa projekta TR32035 koji je u periodu 2011-2019 imao preko 500 publikacija uključujući i 10-tak primenjenih tehničkih rešenja i patenata, projekat S-ADAPT od samog početka projekta 01.09.2020. godine beleži predavanja po pozivu i prve publikacije u časopisima. Očekuje se da saradnja sa projektnim timovima na drugim projektima kod Fonda za nauku Srbije i u okviru programa H2020 evropskih projekata dovede do zajedničkih rezultata i publikacija.

Naše publikacije u 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] (na recenziji)
  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] (na recenziji)



Naše publikacije u 2022.

  1. Aplikacija za snimanje baze emotivnog govora (preuzmi)
  2. Korpus srpskog amaterskog emotivnog govora (SEAC) (preuzmi)
  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] (preuzmi)
  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] (preuzmi)
  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] (preuzmi)
  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] (preuzmi)
  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] (preuzmi)



Naše publikacije u 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: Nova metoda adaptacije na govornika u parametarskoj sintezi govora. Doktorska disertacija, Novi Sad, Srbija, 2021 [M71] (preuzmi)



Naše publikacije u 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 [M52] (preuzmi)
  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]