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Research Output

Article

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 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

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
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

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

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 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

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

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

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
1 Scopus citations

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

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

Less Cortical Thickness in Patients With Persistent Post-Traumatic Headache Compared With Healthy Controls: An MRI Study

Chong, C. D., Berisha, V., Chiang, C. C., Ross, K. & Schwedt, T. J., Jan 2018, In : Headache. 58, 1, p. 53-61 9 p.

Research output: Contribution to journalArticle

12 Scopus citations

Longitudinal changes in linguistic complexity among professional football players

Berisha, V., Wang, S., LaCross, A., Liss, J. & Garcia-Filion, P., Jun 1 2017, In : Brain and Language. 169, p. 57-63 7 p.

Research output: Contribution to journalArticle

4 Scopus citations

Modeling listener perception of speaker similarity in dysarthria

Lansford, K. L., Berisha, V. & Utianski, R. L., Jun 1 2016, In : Journal of the Acoustical Society of America. 139, 6, p. EL209-EL215

Research output: Contribution to journalArticle

4 Scopus citations

Persistent post-traumatic headache vs. migraine: an MRI study demonstrating differences in brain structure

Schwedt, T. J., Chong, C. D., Peplinski, J., Ross, K. & Berisha, V., Dec 1 2017, In : Journal of Headache and Pain. 18, 1, 87.

Research output: Contribution to journalArticle

20 Scopus citations

Static and dynamic functional connectivity differences between migraine and persistent post-traumatic headache: A resting-state magnetic resonance imaging study

Dumkrieger, G., Chong, C. D., Ross, K., Berisha, V. & Schwedt, T. J., Oct 1 2019, In : Cephalalgia. 39, 11, p. 1366-1381 16 p.

Research output: Contribution to journalArticle

6 Scopus citations

Structural neural predictors of Farsi-English bilingualism

Berisha, V., Gilton, D., Baxter, L. C., Corman, S., Blais, C., Brewer, G., Ruston, S., Hunter Ball, B., Wingert, K. M., Peter, B. & Reddy, C., May 1 2018, In : Brain and Language. 180-182, p. 42-49 8 p.

Research output: Contribution to journalArticle

Symptoms of Autonomic Dysfunction Among Those With Persistent Posttraumatic Headache Attributed to Mild Traumatic Brain Injury: A Comparison to Migraine and Healthy Controls

Howard, L., Dumkrieger, G., Chong, C. D., Ross, K., Berisha, V. & Schwedt, T. J., Oct 2018, In : Headache. 58, 9, p. 1397-1407 11 p.

Research output: Contribution to journalArticle

6 Scopus citations

Syncing up for a good conversation: A clinically meaningful methodology for capturing conversational entrainment in the speech domain

Borrie, S. A., Barrett, T. S., Willi, M. M. & Berisha, V., Feb 1 2019, In : Journal of Speech, Language, and Hearing Research. 62, 2, p. 283-296 14 p.

Research output: Contribution to journalArticle

5 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

The effects of speech compression algorithms on the intelligibility of two individuals with dysarthric speech

Utianski, R. L., Sandoval, S., Berisha, V., Lansford, K. L. & Liss, J., Feb 2019, In : American journal of speech-language pathology. 28, 1, p. 195-203 9 p.

Research output: Contribution to journalArticle

6 Scopus citations

The role of stress and word size in Spanish speech segmentation

LaCross, A., Liss, J., Barragan, B., Adams, A., Berisha, V., McAuliffe, M. & Fromont, R., Dec 1 2016, In : Journal of the Acoustical Society of America. 140, 6, 4971227.

Research output: Contribution to journalArticle

36 Scopus citations

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
Conference article

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

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

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

Objective assessment of social skills using automated language analysis for identification of schizophrenia and bipolar disorder

Voleti, R., Woolridge, S., Liss, J. M., Milanovic, M., Bowie, C. R. & Berisha, V., Jan 1 2019, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2019-September, p. 1433-1437 5 p.

Research output: Contribution to journalConference article

1 Scopus citations

Triplet network with attention for speaker diarization

Song, H., Willi, M., Thiagarajan, J. J., Berisha, V. & Spanias, A., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 3608-3612 5 p.

Research output: Contribution to journalConference article

3 Scopus citations
Conference contribution

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

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

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