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Research Output

2005

Enhancing the quality of coded audio using perceptual criteria

Berisha, V. & Spanias, A., Jan 1 2005, 2005 IEEE 7th Workshop on Multimedia Signal Processing, MMSP 2005. IEEE Computer Society, 4014034. (2005 IEEE 7th Workshop on Multimedia Signal Processing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Enhancing vocoder performance for music signals

Berisha, V. & Spanias, A., 2005, Proceedings - IEEE International Symposium on Circuits and Systems. p. 4050-4053 4 p. 1465520

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Interactive Java modules for the MPEG-1 psychoacoustic model

Song, Y., Spanias, A., Atti, V. & Berisha, V., Jan 1 2005, 2005 IEEE ICASSP '05 - Proc. - Design and Implementation of Signal Proces.Syst.,Indust. Technol. Track,Machine Learning for Signal Proces. Education, Spec. Sessions. Institute of Electrical and Electronics Engineers Inc., p. V581-V584 1416370. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. V).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations
2006

Bandwidth extension of audio based on partial loudness criteria

Berisha, V. & Spanias, A., Jan 1 2006, 2006 IEEE 8th Workshop on Multimedia Signal Processing, MMSP 2006. IEEE Computer Society, p. 146-149 4 p. 4064536. (2006 IEEE 8th Workshop on Multimedia Signal Processing, MMSP 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Distributed sensing with Java-DSP

Kwon, H., Berisha, V. & Spanias, A., 2006, 2006 IEEE 12th Digital Signal Processing Workshop and 4th IEEE Signal Processing Education Workshop. p. 311-315 5 p. 4041080

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Real-time acoustic monitoring using wireless sensor motes

Berisha, V., Kwon, H. & Spanias, A., Dec 1 2006, ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems, Proceedings. p. 847-850 4 p. 1692718. (Proceedings - IEEE International Symposium on Circuits and Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Scopus citations

Real-time collaborative monitoring in wireless sensor networks

Berisha, V., Kwon, H. & Spanias, A., Dec 1 2006, 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings. p. III1120-III1123 1660855. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Real-time implementation of a distributed voice activity detector

Berisha, V., Kwon, H. & Spanias, A., Dec 1 2006, 2006 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings, SAM 2006. p. 659-662 4 p. (2006 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings, SAM 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Using the Java-DSP real-time hardware interface in undergraduate classes

Spanias, A., Berisha, V., Ho, M. K., Huang, C. W., Natarajan, A. & Ferzli, R., Dec 1 2006, 36th ASEE/IEEE Frontiers in Education Conference, FIE. 4117168. (Proceedings - Frontiers in Education Conference, FIE).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations
2007

A scalable bandwidth extension algorithm

Berisha, V. & Spanias, A., Aug 6 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07. p. IV601-IV604 4218172. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 4).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Dual-mode wideband speech compression

Berisha, V. & Spanias, A., Dec 1 2007, 2007 IEEE 9Th International Workshop on Multimedia Signal Processing, MMSP 2007 - Proceedings. p. 52-55 4 p. 4412816. (2007 IEEE 9Th International Workshop on Multimedia Signal Processing, MMSP 2007 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Interfacing Java-DSP with a TI DSK for use in a signal processing class

Spanias, A., Huang, C. W., Natarajan, A., Ferzli, R., Kwon, H., Atti, V., Berisha, V., Iasemidis, L., Krishnamoorthi, H., Spanias, P., Misra, S., Banavar, M., Tsakalis, K. & Haag, S., Jul 1 2007, In : Computers in Education Journal. 17, 3, p. 27-35 9 p.

Research output: Contribution to journalArticle

1 Scopus citations

Sparse manifold learning with applications to SAR image classification

Berisha, V., Shah, N., Waagen, D., Schmitt, H., Bellofiore, S., Spanias, A. & Cochran, D., Aug 6 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07. p. III1089-III1092 4217903. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Scopus citations

Speech modeling and noise removal using a perceptually modified Wiener filter

Pinto, R., Spanias, A. & Berisha, V., Dec 1 2007, Proceedings of the 4th IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, SPPRA 2007. p. 304-308 5 p. (Proceedings of the 4th IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, SPPRA 2007).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wideband speech recovery using psychoacoustic criteria

Berisha, V. & Spanias, A., Sep 17 2007, In : Eurasip Journal on Audio, Speech, and Music Processing. 2007, 16816.

Research output: Contribution to journalArticle

6 Scopus citations
2008

A low-complexity loudness estimation algorithm

Krishnamoorthi, H., Berisha, V. & Spanias, A., Sep 16 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP. p. 361-364 4 p. 4517621. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Gradient projection-based channel equalization under sustained fading

Atti, V., Spanias, A., Tsakalis, K., Panayiotou, C., Iasemidis, L. & Berisha, V., Feb 1 2008, In : Signal Processing. 88, 2, p. 236-246 11 p.

Research output: Contribution to journalArticle

1 Scopus citations

Real-time sensing and acoustic scene characterization for security applications

Kwon, H., Berisha, V. & Spanias, A., Sep 18 2008, 3rd International Symposium on Wireless Pervasive Computing, ISWPC 2008, Proceedings. p. 755-758 4 p. 4556311. (3rd International Symposium on Wireless Pervasive Computing, ISWPC 2008, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations
2009

A Frequency/Detector Pruning Approach for Loudness Estimation

Krishnamoorthi, H., Spanias, A. & Berisha, V., 2009, In : IEEE Signal Processing Letters. 16, 11, p. 997-1000 4 p.

Research output: Contribution to journalArticle

4 Scopus citations

A sensor network for real-time acoustic scene analysis

Kwon, H., Krishnamoorthi, H., Berisha, V. & Spanias, A., Oct 26 2009, 2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009. p. 169-172 4 p. 5117712. (Proceedings - IEEE International Symposium on Circuits and Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations

Energy-constrained discriminant analysis

Philips, S., Berisha, V. & Spanias, A., Sep 23 2009, 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009. p. 3281-3284 4 p. 4960325. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Experiments with sensor motes and Java-DSP

Kwon, H., Berisha, V., Atti, V. & Spanias, A., May 8 2009, In : IEEE Transactions on Education. 52, 2, p. 257-262 6 p.

Research output: Contribution to journalArticle

22 Scopus citations

Low-complexity sinusoidal component selection using loudness patterns

Krishnamoorthi, H., Berisha, V., Spanias, A. & Kwon, H., Oct 5 2009, 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009. p. 301-304 4 p. 4959580. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Sinusoidal Loudness Estimation

Berisha, V. & Spanias, A., Apr 17 2009

Research output: Patent

2010

An auditory-domain based speech enhancement algorithm

Krishnamoorthi, H., Spanias, A., Berisha, V., Kwon, H. & Thornburg, H., Nov 8 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. p. 4786-4789 4 p. 5495147. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Making decisions about unseen data: Semi-supervised learning at different levels of specificity

Berisha, V., Javadi, A., Hammet, K. R., Anderson, D. V. & Gray, A., Dec 1 2010, Conference Record of the 44th Asilomar Conference on Signals, Systems and Computers, Asilomar 2010. p. 75-79 5 p. 5757470. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Sparse representations for automatic target classification in SAR images

Thiagarajan, J. J., Ramamurthy, K. N., Knee, P., Spanias, A. & Berisha, V., Jun 28 2010, Final Program and Abstract Book - 4th International Symposium on Communications, Control, and Signal Processing, ISCCSP 2010. 5463416. (Final Program and Abstract Book - 4th International Symposium on Communications, Control, and Signal Processing, ISCCSP 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

92 Scopus citations

Topology of high-contrast patches in SAR images

Knee, P., Berisha, V., Spanias, A. & Taylor, T., Jul 30 2010, 2010 IEEE Radar Conference: Global Innovation in Radar, RADAR 2010 - Proceedings. p. 905-909 5 p. 5494491. (IEEE National Radar Conference - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2011

Editorial

Berisha, V. & Scharf, L., Sep 2011, In : Digital Signal Processing: A Review Journal. 21, 5, 1 p.

Research output: Contribution to journalEditorial

Semi-supervised hierarchy learning using multiple-labeled data

Javadi, A., Gray, A., Anderson, D. & Berisha, V., Dec 5 2011, 2011 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2011. 6064565. (IEEE International Workshop on Machine Learning for Signal Processing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

Automatic assessment of vowel space area

Sandoval, S., Berisha, V., Utianski, R. L., Liss, J. & Spanias, A., Nov 1 2013, In : Journal of the Acoustical Society of America. 134, 5, p. EL477-EL483

Research output: Contribution to journalArticle

31 Scopus citations

Selecting disorder-specific features for speech pathology fingerprinting

Berisha, V., Sandoval, S., Utianski, R., Liss, J. & Spanias, A., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 7562-7566 5 p. 6639133. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Towards a clinical tool for automatic intelligibility assessment

Berisha, V., Utianski, R. & Liss, J., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 2825-2828 4 p. 6638172. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations
2014

Characterizing the distribution of the quadrilateral vowel space area

Berisha, V., Sandoval, S., Utianski, R., Liss, J. & Spanias, A., Jan 1 2014, In : Journal of the Acoustical Society of America. 135, 1, p. 421-427 7 p.

Research output: Contribution to journalArticle

6 Scopus citations

Domain invariant speech features using a new divergence measure

Wisler, A., Berisha, V., Liss, J. & Spanias, A., Apr 1 2014, 2014 IEEE Workshop on Spoken Language Technology, SLT 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 77-82 6 p. 7078553

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations

Modeling pathological speech perception from data with similarity labels

Berisha, V., Liss, J., Sandoval, S., Utianski, R. & Spanias, A., Jan 1 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 915-919 5 p. 6853730. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Scopus citations
2015

Active data labeling for improved classifier generalizability

Berisha, V. & Cochran, D., Mar 2015, In : Signal Processing. 108, p. 272-277 6 p.

Research output: Contribution to journalArticle

1 Scopus citations

Convex Weighting Criteria for Speaking Rate Estimation

Jiao, Y., Berisha, V., Tu, M. & Liss, J., Sep 1 2015, In : IEEE Transactions on Audio, Speech and Language Processing. 23, 9, p. 1421-1430 10 p., 7109110.

Research output: Contribution to journalArticle

16 Scopus citations

Empirical non-parametric estimation of the Fisher information

Berisha, V. & Hero, A. O., Jul 1 2015, In : IEEE Signal Processing Letters. 22, 7, p. 988-992 5 p., 6975144.

Research output: Contribution to journalArticle

23 Scopus citations

Removing data with noisy responses in regression analysis

Wisler, A., Berisha, V., Ramamurthy, K., Spanias, A. & Liss, J., Aug 4 2015, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-August. p. 2066-2070 5 p. 7178334

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Temporal lobe cortical thickness correlations differentiate the migraine brain from the healthy brain

Schwedt, T. J., Berisha, V. & Chong, C. D., Feb 13 2015, In : PloS one. 10, 2, e0116687.

Research output: Contribution to journalArticle

17 Scopus citations
36 Scopus citations
2016

Accent identification by combining deep neural networks and recurrent neural networks trained on long and short term features

Jiao, Y., Tu, M., Berisha, V. & Liss, J., 2016, In : Unknown Journal. 08-12-September-2016, p. 2388-2392 5 p.

Research output: Contribution to journalArticle

10 Scopus citations

A convex model for linguistic influence in group conversations

Kawabata, K., Berisha, V., Scaglione, A. & LaCross, A., 2016, In : Unknown Journal. 08-12-September-2016, p. 1442-1446 5 p.

Research output: Contribution to journalArticle

3 Scopus citations

Empirically estimable classification bounds based on a nonparametric divergence measure

Berisha, V., Wisler, A., Hero, A. O. & Spanias, A., Feb 1 2016, In : IEEE Transactions on Signal Processing. 64, 3, p. 580-591 12 p., 7254229.

Research output: Contribution to journalArticle

39 Scopus citations

Empirically-estimable multi-class classification bounds

Wisler, A., Berisha, V., Wei, D., Ramamurthy, K. & Spanias, A., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May. p. 2594-2598 5 p. 7472146

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Estimating speaking rate in spontaneous discourse

Jiao, Y., Berisha, V., Tu, M., Huston, T. & Liss, J., Feb 26 2016, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2016-February. p. 1189-1192 4 p. 7421328

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Experiments on auditory-visual perception of sentences by users of unilateral, bimodal, and bilateral cochlear implants

Dorman, M., Liss, J., Wang, S., Berisha, V., Ludwig, C. & Natale, S. C., 2016, In : Journal of Speech, Language, and Hearing Research. 59, 6, p. 1505-1519 15 p.

Research output: Contribution to journalArticle

15 Scopus citations