Mgr. Sandro Cumani, Ph.D.

2016PLCHOT Oldřich, MATĚJKA Pavel, FÉR Radek, GLEMBEK Ondřej, NOVOTNÝ Ondřej, PEŠÁN Jan, VESELÝ Karel, ONDEL Lucas, KARAFIÁT Martin, GRÉZL František, KESIRAJU Santosh, BURGET Lukáš, BRUMMER Niko, SWART Albert du Preez, CUMANI Sandro, MALLIDI Sri Harish and LI Ruizhi. BAT System Description for NIST LRE 2015. In: Proceedings of Odyssey 2016, The Speaker and Language Recognition Workshop. Bilbao: International Speech Communication Association, 2016, pp. 166-173. ISSN 2312-2846.
2015CUMANI Sandro, PLCHOT Oldřich and FÉR Radek. Exploiting i-vector posterior covariances for short-duration language recognition. In: Proceedings of Interspeech 2015. Dresden: International Speech Communication Association, 2015, pp. 1002-1006. ISBN 978-1-5108-1790-6. ISSN 1990-9772.
2014CUMANI Sandro, LAFACE Pietro and PLCHOT Oldřich. On the use of i-vector posterior distributions in Probabilistic Linear Discriminant Analysis. IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING. New York City: IEEE Signal Processing Society, 2014, vol. 22, no. 4, pp. 846-857. ISSN 2329-9290.
2013CUMANI Sandro, BRUMMER Niko, BURGET Lukáš, LAFACE Pietro, PLCHOT Oldřich and VASILAKAKIS Vasileios. Pairwise Discriminative Speaker Verification in the I -Vector Space. IEEE Transactions on Audio, Speech, and Language Processing. 2013, vol. 2013, no. 6, pp. 1217-1227. ISSN 1558-7916.
 CUMANI Sandro, PLCHOT Oldřich and LAFACE Pietro. Probabilistic Linear Discriminant Analysis Of I-Vector Posterior Distributions. In: Proceedings of ICASSP 2013. Vancouver: IEEE Signal Processing Society, 2013, pp. 7644-7648. ISBN 978-1-4799-0355-9.
 MATĚJKA Pavel, GLEMBEK Ondřej, PLCHOT Oldřich, SCHWARZ Milan, CIPR Tomáš, CUMANI Sandro, KUDLA Radim, SZŐKE Igor, SVOBODOVÁ Marie, MALÝ Květoslav and ČERNOCKÝ Jan. BUT HASR'12 Experience: Are developers of SRE Systems naive listeners?. Brno: Faculty of Information Technology BUT, 2013.
 PLCHOT Oldřich, MATSOUKAS Spyros, MATĚJKA Pavel, DEHAK Najim, MA Jeff, CUMANI Sandro, GLEMBEK Ondřej, HEŘMANSKÝ Hynek, MESGARANI Nima, SOUFIFAR Mehdi Mohammad, THOMAS Samuel, ZHANG Bing and ZHOU Xinhui et al. Developing A Speaker Identification System For The DARPA RATS Project. In: Proceedings of ICASSP 2013. Vancouver: IEEE Signal Processing Society, 2013, pp. 6768-6772. ISBN 978-1-4799-0355-9.
 SOUFIFAR Mehdi Mohammad, BURGET Lukáš, PLCHOT Oldřich, CUMANI Sandro and ČERNOCKÝ Jan. Regularized Subspace n-Gram Model for Phonotactic iVector Extraction. In: Proceedings of Interspeech 2013. Lyon: International Speech Communication Association, 2013, pp. 74-78. ISBN 978-1-62993-443-3. ISSN 2308-457X.
2012BRUMMER Niko, CUMANI Sandro, GLEMBEK Ondřej, KARAFIÁT Martin, MATĚJKA Pavel, PEŠÁN Jan, PLCHOT Oldřich, SOUFIFAR Mehdi Mohammad, DE Villiers Edward and ČERNOCKÝ Jan. Description and analysis of the Brno276 system for LRE2011. In: Proceedings of Odyssey 2012: The Speaker and Language Recognition Workshop. Singapur: International Speech Communication Association, 2012, pp. 216-223. ISBN 978-981-07-3093-2.
 CUMANI Sandro, GLEMBEK Ondřej, BRUMMER Niko, DE Villiers Edward and LAFACE Pietro. Gender Independent Discriminative Speaker Recognition in I-Vector Space. In: Proc. International Conference on Acoustics, Speech, and Signal P. Kyoto: IEEE Signal Processing Society, 2012, pp. 4361-4364. ISBN 978-1-4673-0044-5.
 CUMANI Sandro, PLCHOT Oldřich and KARAFIÁT Martin. Independent Component Analysis and MLLR Transforms for Speaker Identification. In: Proc. International Conference on Acoustics, Speech, and Signal P. Kyoto: IEEE Signal Processing Society, 2012, pp. 4365-4368. ISBN 978-1-4673-0044-5.
 SOUFIFAR Mehdi Mohammad, CUMANI Sandro, BURGET Lukáš and ČERNOCKÝ Jan. Discriminative Classifiers for Phonotactic Language Recognition with iVectors. In: Proc. International Conference on Acoustics, Speech, and Signal Processing 2012. Kyoto: IEEE Signal Processing Society, 2012, pp. 4853-4856. ISBN 978-1-4673-0044-5.
2011BURGET Lukáš, PLCHOT Oldřich, CUMANI Sandro, GLEMBEK Ondřej, MATĚJKA Pavel and BRÜMMER Niko. Discriminatively Trained Probabilistic Linear Discriminant Analysis for Speaker Verification. In: Proceedings of the 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011. Praha: IEEE Signal Processing Society, 2011, pp. 4832-4835. ISBN 978-1-4577-0537-3.
 CUMANI Sandro, BRÜMMER Niko, BURGET Lukáš and LAFACE Pietro. Fast Discriminative Speaker Verification in the I-Vector Space. In: Proceedings of the 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011. Praha: IEEE Signal Processing Society, 2011, pp. 4852-4855. ISBN 978-1-4577-0537-3.

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