() Monographic study/chapter in M12 or research in the thematic collection of the international importance
Sečujski M., Pekar D., Mak R., Pakoci E., Jakovljević N., Delić V., Popović B.: A comparison of decision tree based approaches to the modelling of prosodic features in Serbian, u: Verbal Communication Quality, Interdisciplinary Research II, 2013, Beograd: Centar za unapređenje životnih aktivnosti, pp. 75-90, ISBN 978-86-81879-46-7
() Research published in the prominent international journal
Pakoci E., Popović B., Pekar D.: Using Morphological Data in Language Modeling for Serbian Large Vocabulary Speech Recognition, u: Computational Intelligence and Neuroscience, Special Issue on Advanced Signal Processing and Adaptive Learning Methods, 2019, Vol. 2019, 8 strana, ISSN 1687-5265
() Research published in the prominent international journal
Ostrogonac S., Pakoci E., Sečujski M., Mišković D.: Morphology-based vs Unsupervised Word Clustering for Training Language Models for Serbian, u: Acta Polytechnica Hungarica, Journal of Applied Sciences, Special Issue on Cognitive Infocomunnications, 2019, Vol. 16, No. 2, pp. 183-197, ISSN 1785-8860
() Report from the international meeting printed in its entirety
Sečujski M., Nosek T., Suzić S., Pekar D., Pakoci E., Popović B., Delić V.: How The Advent Of Machine Learning Transforms Speech Technologies , 7. konferencija Speech and Language S&L, Beograd: Istraživačko razvojni institut - Centar za unapređenje životnih aktivnosti i Institut za eksperimentalnu fonetiku i patologiju govora Đorđe Kostić Beograd, 1-2. novembar, 2019, pp. 1-10
() Report from the international meeting printed in its entirety
Popović B., Pakoci E., Pekar D.: End-to-End Large Vocabulary Speech Recognition for the Serbian Language, Springer-Verlag, Lecture Notes in Artificial Intelligence, 2017, Vol. 10458, pp. 343-352, 19. konferencija Speech and Computer SPECOM, Hetfild, 12-16 septembar, 2017, ISBN 978-3-319-66428-6
() Report from the international meeting printed in its entirety
Popović B., Pakoci E., Pekar D.: Advanced Voice Activity Detection on Mobile Phones by Using Microphone Array and Phoneme-Specific Gaussian Mixture Models, 14. konferencija Symposium on Intelligent Systems and Informatics SISY, 2016, Subotica: IEEE, SMC Technical Committee on Computational Cybernetics, 29-31. avgust, 2016, pp. 45-48, ISBN: 978-1-5090-2866-5
() Report from the international meeting printed in its entirety
Pakoci E., Jakovljević N., Popović B., Mišković D., Pekar D.: Speaker Detection Using Phoneme Specific Hidden Markov Models, Springer-Verlag, Lecture Notes in Computer Science, 2014, Vol. 8773, pp. 410-417, 16. konferencija Speech and Computer SPECOM, Novi Sad, 5-9. oktobar, 2014, ISBN 978-3-319-11580-1
() Report from the international meeting printed in its entirety
Pekar D., Mišković D., Suzić S., Pakoci E., Delić V.: Axon Voice Assistant - An Android-Based Smartphone Application in Serbian, 11. konferencija ETAI, Ohrid: Society for Electronics, Telecommunications, Automation and Informatics of the Republic of Macedonia, 26-28. septembar, 2013, pp. 1-6, ISBN 978-9989-630-68-2
() Report from the international meeting printed in its entirety
Ostrogonac S., Suzić S., Bojanić M., Pakoci E.: Speech Resources for a Serbian LVCSR System, 21. Telekomunikacioni forum TELFOR, Beograd: IEEE, Telecommunications Society, 26-28. novembar, 2013, pp. 478-481, ISBN 978-1-4799-1419-7
() Report from the international meeting printed in its entirety
Pakoci E., Mak R., Ostrogonac S.: Subjective Assessment of Text-to-Speech Synthesis Systems for the Serbian Language, 20. Telekomunikacioni forum TELFOR, Beograd: IEEE, Telecommunications Society, 20-22. novembar, 2012, pp. 732-735, ISBN 978-1-4673-2983-5
() Report from the international meeting printed in its entirety
Popović B., Pakoci E., Pekar D.: Transfer Learning in Automatic Speech Recognition for Serbian, 27. Telekomunikacioni forum TELFOR, Beograd: IEEE, Telecommunications Society, 26-27. novembar, 2019, pp. 309-312, ISBN 978-1-7281-4790-1
() Report from the international meeting printed in its entirety
Popović B., Pakoci E., Pekar D.: A Comparison of Language Model Training Techniques in a Continuous Speech Recognition System for Serbian, Springer-Verlag, Lecture Notes in Artificial Intelligence, 2018, Vol. 11096, pp. 522-531, 20. konferencija Speech and Computer SPECOM, Lajpcig, 18-22 septembar, 2018, ISBN 978-3-319-99578-6
() Report from the international meeting printed in its entirety
Pakoci E., Popović B., Pekar D.: Language Model Optimization for a Deep Neural Network Based Speech Recognition System for Serbian, Springer-Verlag, Lecture Notes in Artificial Intelligence, 2017, Vol. 10458, pp. 483-492, 19. konferencija Speech and Computer SPECOM, Hetfild, 12-16 septembar, 2017, ISBN 978-3-319-66428-6
() Report from the international meeting printed in its entirety
Pakoci E., Popović B., Jakovljević N., Pekar D., Yassa F.: A Phonetic Segmentation Procedure Based on Hidden Markov Models, Springer-Verlag, Lecture Notes in Artificial Intelligence, 2016, Vol. 9811, pp. 67-74, 18. konferencija Speech and Computer SPECOM, Budimpešta, 23-27. avgust, 2016, ISBN 978-3-319-43958-7
() Report from the international meeting printed in its entirety
Popović B., Pakoci E., Jakovljević N., Kočiš G., Pekar D.: Voice Assistant Application for the Serbian Language, 23. Telekomunikacioni forum TELFOR, Beograd: IEEE, Telecommunications Society, 24-25. novembar, 2015, pp. 858-861, ISBN 978-1-5090-0054-8
() Report from the international meeting printed in its entirety
Popović B., Ostrogonac S., Pakoci E., Jakovljević N., Delić V.: Deep Neural Network Based Continuous Speech Recognition for Serbian Using the Kaldi Toolkit, Springer-Verlag, Lecture Notes in Artificial Intelligence, 2015, Vol. 9319, pp. 186-192, 17. konferencija Speech and Computer SPECOM, Atina, 20-24. septembar, 2015, ISBN 978-3-319-23131-0
() Report from the international meeting printed in extracts
Popović B., Pakoci E., Pekar D., Janev M., Krstanović L., Sečujski M.: Focus of Attention Determination in Automatic Speech Recognition, 5. konferencija International Acoustics and Audio Engineering Conference TAKTONS, Novi Sad: RTV Vojvodine, AES, Dirigent Acoustics, Fakultet tehničkih nauka Novi Sad, 6-9. novembar, 2019, pp. 5-6, ISBN 978-86-6022-223-9
() Report from the international meeting printed in extracts
Popović B., Pakoci E., Jakovljević N., Pekar D., Ostrogonac S.: A Robust Voice Activity Detection in Voice Assistant Application, 3. konferencija International Acoustics and Audio Engineering Conference TAKTONS, Novi Sad: RTV Vojvodine, AES, Dirigent Acoustics, Fakultet tehničkih nauka Novi Sad, 18-21. novembar, 2015, pp. 38-39, ISBN: 978-86-7892-758-4
() Research published in the journal of the national importance
Pakoci E., Popović B., Pekar D.: Improvements in Serbian Speech Recognition Using Sequence-Trained Deep Neural Networks, u: SPIIRAS Proceedings, 2018, Vol. 3, No. 58, pp. 53-76, ISSN 2078-9181
() Research published in the journal of the national importance
Suzić S., Ostrogonac S., Pakoci E., Bojanić M.: Building a Speech Repository for a Serbian LVCSR System, u: TELFOR Journal, 2014, Vol. 6, No. 2, pp. 109-114, ISSN 1821-3251
() Report from the meeting of the national importance printed in its entirety
Pakoci E., Popović B., Pekar D.: Fast Sequence-Trained Deep Neural Network Models for Serbian Speech Recognition, 11. konferencija Digitalna obrada govora i slike DOGS, Novi Sad: Fakultet tehničkih nauka (Novi Sad), Elektrotehnički fakultet (Beograd), Elektronski fakultet (Niš), 22-25 novembar, 2017, pp. 25-28, ISBN 978-86-7892-993-9
() Report from the meeting of the national importance printed in its entirety
Popović B., Pakoci E., Ostrogonac S., Pekar D.: Large Vocabulary Continuous Speech Recognition for Serbian Using the Kaldi Toolkit, 10. konferencija Digitalna obrada govora i slike DOGS, Novi Sad: Fakultet tehničkih nauka (Novi Sad), Elektrotehnički fakultet (Beograd), Elektronski fakultet (Niš), 5-9. oktobar, 2014, pp. 31-34, ISBN 978-86-7892-633-4
() Report from the meeting of the national importance printed in its entirety
Popović B., Pakoci E., Jakovljević N., Pekar D.: Experiments With Regression Trees for Speaker Adaptation in Continuous Speech Recognition, 10. konferencija Digitalna obrada govora i slike DOGS, Novi Sad: Fakultet tehničkih nauka (Novi Sad), Elektrotehnički fakultet (Beograd), Elektronski fakultet (Niš), 5-9. oktobar, 2014, pp. 47-50, ISBN 978-86-7892-633-4
() Report from the meeting of the national importance printed in its entirety
Pakoci E., Mak R.: HMM-Based Speech Synthesis for the Serbian Language, 56. Konferencija za elektroniku, telekomunikacije, računarstvo, automatiku i nuklearnu tehniku ETRAN, Zlatibor: Društvo za ETRAN, 11-14. jun, 2012, pp. TE4.7:1-4, ISBN 978-86-80509-67-9
() Report from the meeting of the national importance printed in its entirety
Mak R., Pakoci E.: Use of Global Variance for the Enhancement of HMM-Based Speech Synthesis, 56. Konferencija za elektroniku, telekomunikacije, računarstvo, automatiku i nuklearnu tehniku ETRAN, Zlatibor: Društvo za ETRAN, 11-14. jun, 2012, pp. TE4.6:1-4, ISBN 978-86-80509-67-9
() Defended Doctoral dissertation
Pakoci E.: Uticaj morfoloških obeležja na modelovanje jezika primenom neuronskih mreža u sistemima za prepoznavanje govora, Fakultet tehničkih nauka, Novi Sad, 2019
() New product or technology introduced in the production - international level
Pakoci E., Popović B., Pekar D., Jakovljević N.: Skup modula i procedura za visokokvalitetnu anotaciju govornih baza podataka, http://www.ftn.uns.ac.rs/n1062251030/skup-modula-i-procedura-za-visokokvalitetnu-anotaciju-govornih-baza-podataka, korisnici: AlfaNum - govorne tehnologije d.o.o. (Novi Sad, Srbija), Speech Morphing System, Inc. (Campbell, CA, USA), 2015
() New product or technology introduced in the production - international level
Mišković D., Pekar D., Sečujski M., Pakoci E.: SpeechLabel – alat za fonetsko i prozodijsko labeliranje govornih baza, http://www.ftn.uns.ac.rs/n1062251031/speechlabel---alat-za-fonetsko-i-prozodijsko-labeliranje-govornih-baza-podataka, korisnici: AlfaNum - govorne tehnologije d.o.o. (Novi Sad, Srbija), Speech Morphing System, Inc (Campbell, CA, USA), 2015
() New product line, new material, industrial prototype
Popović B., Pakoci E., Pekar D., Delić V.: Napredna detekcija govornih segmenata na mobilnom telefonu primenom mikrofonskog niza i dekodera“, http://www.ftn.uns.ac.rs/n1871597686%/napredna-detekcija-govornih-segmenata-na-mobilnom-telefonu-primenom-mikrofonskog-niza-i-dekodera, korisnik: AlfaNum - govorne tehnologije d.o.o. (Novi Sad, Srbija), 2016
() New product line, new material, industrial prototype
Mišković D., Vujnović Sedlar N., Ostrogonac S., Bojanić M., Mak R., Pakoci E.: Sistem za automatsko anketiranje (anDialer), http://www.ftn.uns.ac.rs/1740741199/sistem-za-automatsko-anketiranje--andialer-, korisnik: AlfaNum - govorne tehnologije d.o.o. (Novi Sad, Srbija), 2012
() Significantly improved existing product or technology
Popović B., Pakoci E., Pekar D., Delić V.: Poboljšanje performansi sistema za glasovno pozivanje (VoiceDial) primenom Chain dekodera, http://www.ftn.uns.ac.rs/995788631/poboljsanje-performansi-sistema-za-glasovno-pozivanje--voicedial--primenom-chain-dekodera-, korisnik: AlfaNum - govorne tehnologije d.o.o. (Novi Sad, Srbija), 2017
() Prototype, new methods, software, standardized and certified instrument
Popović B., Pakoci E., Jakovljević N., Mišković D., Suzić S., Delić V.: Axon govorni asistent - aplikacija za upravljanje mobilnim telefonom putem glasa na srpskom jeziku, http://www.ftn.uns.ac.rs/n4670117/axon-govorni-asistent---aplikacija-za-upravljanje-mobilnim-telefonom-putem-glasa-na-srpskom-jeziku, korisnik: AlfaNum - govorne tehnologije d.o.o. (Novi Sad, Srbija), 2015
() Prototype, new methods, software, standardized and certified instrument
Pakoci E., Vujnović Sedlar, N., Ostrogonac S., Mak R.: Wavfilt – aplikacija za modifikovanje audio datoteka, http://www.ftn.uns.ac.rs/n4670115/wavfilt---aplikacija-za-modifikovanje-audio-datoteka, korisnik: AlfaNum - govorne tehnologije d.o.o. (Novi Sad, Srbija), 2015
() Prototype, new methods, software, standardized and certified instrument
Suzić S., Pekar D., Mak R., Pakoci E., Delić V.: Sistem za automatsko kreiranje transkribovane govorne baze (anSpeechCollector), http://www.ftn.uns.ac.rs/n4670235/sistem-za-automatsko-kreiranje-transkribovane-govorne-baze, korisnik: Fakultet tehničkih nauka i AlfaNum - govorne tehnologije d.o.o. (Novi Sad, Srbija), 2014
() Prototype, new methods, software, standardized and certified instrument
Pakoci E., Mak R., Ostrogonac S., Jakovljević N., Sečujski M.: Sintetizator govora na bazi skrivenih Markovljevih modela za srpski jezik, http://www.ftn.uns.ac.rs/n1524171304/sintetizator-govora-na-bazi-skrivenih-markovljevih-modela-za-srpski-jezik, korisnik: AlfaNum - govorne tehnologije d.o.o. (Novi Sad, Srbija), 2012
() Prototype, new methods, software, standardized and certified instrument
Jakovljević N., Mišković D., Pakoci E., Mak R., Popović B.: Dekoder za prepoznavanje kontinualnog govora na velikim rečnicima, http://www.ftn.uns.ac.rs/n1524171306/dekoder-za-prepoznavanje-kontinualnog-govora-na-velikim-recnicima, korisnik: AlfaNum - govorne tehnologije d.o.o. (Novi Sad, Srbija), 2012
() Realized patent, breed, sort or race, architectural, civil and urban original work
Pekar D., Popović B., Pakoci E., Mišković D., Delić V., Sečujski M.: Duboke neuronske mreže na serveru u kombinaciji sa lokalnim dekoderom za prepoznavanje govora (Cloud-Based Deep Neural Networks Combined with Local Speech Recognition Decoder), AlfaNum - govorne tehnologije d.o.o. (Novi Sad, Srbija), 2018, broj prijave P-2016/0452, objavljen u Glasniku intelektualne svojine, broj 1/2018
