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Research Output

A 8.93-TOPS/W LSTM Recurrent Neural Network Accelerator Featuring Hierarchical Coarse-Grain Sparsity with All Parameters Stored On-Chip

Kadetotad, D., Berisha, V., Chakrabarti, C. & Seo, J. S., Sep 2019, ESSCIRC 2019 - IEEE 45th European Solid State Circuits Conference. Institute of Electrical and Electronics Engineers Inc., p. 119-122 4 p. 8902809. (ESSCIRC 2019 - IEEE 45th European Solid State Circuits Conference).

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

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

Acoustic and perceptual speech characteristics of native Mandarin speakers with Parkinson's disease

Hsu, S. C., Jiao, Y., McAuliffe, M. J., Berisha, V., Wu, R. M. & Levy, E. S., Mar 1 2017, In : Journal of the Acoustical Society of America. 141, 3, p. EL293-EL299

Research output: Contribution to journalArticle

4 Scopus citations

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

A discriminative acoustic-prosodic approach for measuring local entrainment

Willi, M. M., Borrie, S. A., Barrett, T. S., Tu, M. & Berisha, V., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 581-585 5 p.

Research output: Contribution to journalConference article

2 Scopus citations

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 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

ALS longitudinal studies with frequent data collection at home: study design and baseline data

Rutkove, S. B., Qi, K., Shelton, K., Liss, J., Berisha, V. & Shefner, J. M., Jan 2 2019, In : Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration. 20, 1-2, p. 61-67 7 p.

Research output: Contribution to journalArticle

3 Scopus citations

Altered speech with migraine attacks: A prospective, longitudinal study of episodic migraine without aura

Schwedt, T. J., Peplinski, J., Garcia-Filion, P. & Berisha, V., Jan 1 2018, (Accepted/In press) In : Cephalalgia.

Research output: Contribution to journalArticle

2 Scopus citations

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

Open Access

Articulation entropy: An unsupervised measure of articulatory precision

Jiao, Y., Berisha, V., Liss, J., Hsu, S. C., Levy, E. & McAuliffe, M., Apr 1 2017, In : IEEE Signal Processing Letters. 24, 4, p. 485-489 5 p., 2633871.

Research output: Contribution to journalArticle

6 Scopus citations

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

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

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

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

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

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

Differences in fibertract profiles between patients with migraine and those with persistent post-traumatic headache

Chong, C. D., Peplinski, J., Berisha, V., Ross, K. & Schwedt, T. J., Jan 1 2019, In : Cephalalgia.

Research output: Contribution to journalArticle

2 Scopus citations

Direct Ensemble Estimation of Density Functionals

Wisler, A., Moon, K. & Berisha, V., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 2866-2870 5 p. 8462308

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

1 Scopus citations

Direct estimation of density functionals using a polynomial basis

Wisler, A., Berisha, V., Spanias, A. & Hero, A. O., Nov 25 2017, (Accepted/In press) In : IEEE Transactions on Signal Processing.

Research output: Contribution to journalArticle

7 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

Do conversational partners entrain on articulatory precision?

Lubold, N., Borrie, S. A., Barrett, T. S., Willi, M. & Berisha, V., Jan 1 2019, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2019-September, p. 1931-1935 5 p.

Research output: Contribution to journalConference article

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

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

Editorial

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

Research output: Contribution to journalEditorial

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

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

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

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

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

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
1 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

Guest Editorial: Algorithms and Architectures for Machine Learning Based Speech Processing

Ogunfunmi, T., Ramachandran, R. P., Togneri, R., Smolenski, B. & Berisha, V., Aug 15 2019, In : Circuits, Systems, and Signal Processing. 38, 8, p. 3399-3405 7 p.

Research output: Contribution to journalEditorial

Open Access
1 Scopus citations

Improved finite-sample estimate of a nonparametric f-divergence

Kadambi, P., Wisler, A. & Berisha, V., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 875-879 5 p.

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

Improving efficiency in sparse learning with the feedforward inhibitory motif

Xu, Z., Skorheim, S., Tu, M., Berisha, V., Yu, S., Seo, J., Bazhenov, M. & Cao, Y., Dec 6 2017, In : Neurocomputing. 267, p. 141-151 11 p.

Research output: Contribution to journalArticle

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

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
16 Scopus citations

Interpretable phonological features for clinical applications

Jiao, Y., Berisha, V. & Liss, J., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5045-5049 5 p. 7953117

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

3 Scopus citations

Investigating the Effects of Word Substitution Errors on Sentence Embeddings

Voleti, R., Liss, J. M. & Berisha, V., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7315-7319 5 p. 8683367. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

1 Scopus citations

Investigating the role of L1 in automatic pronunciation evaluation of L2 speech

Tu, M., Grabek, A., Liss, J. & Berisha, V., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 1636-1640 5 p.

Research output: Contribution to journalConference article

6 Scopus citations

Joint Optimization of Quantization and Structured Sparsity for Compressed Deep Neural Networks

Srivastava, G., Kadetotad, D., Yin, S., Berisha, V., Chakrabarti, C. & Seo, J. S., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1393-1397 5 p. 8682791. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

1 Scopus citations