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Research Output

2019
Open Access

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

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

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

Investigating the Effects of Word Substitution Errors on Sentence Embeddings

Voleti, R., Liss, J. M. & Berisha, V., May 1 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

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 1 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

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

Objective Assessment of Vocal Tremor

Peplinski, J., Berisha, V., Liss, J., Hahn, S., Shefner, J., Rutkove, S., Qi, K. & Shelton, K., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6386-6390 5 p. 8682995. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Objective Measures of Plosive Nasalization in Hypernasal Speech

Saxon, M., Liss, J. & Berisha, V., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6520-6524 5 p. 8682339. (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

Online Machine Learning Experiments in HTML5

Dixit, A., Shanthamallu, U. S., Spanias, A., Berisha, V. & Banavar, M., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8659113. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

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., Jan 1 2019, In : Cephalalgia.

Research output: Contribution to journalArticle

4 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

4 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 1 2019, In : American Journal of Speech-Language Pathology. 28, 1, p. 195-203 9 p.

Research output: Contribution to journalArticle

2018

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

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 1 2018, (Accepted/In press) In : Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration.

Research output: Contribution to journalArticle

1 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

1 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

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

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

5 Scopus citations

Minimizing area and energy of deep learning hardware design using collective low precision and structured compression

Yin, S., Srivastava, G., Venkataramanaiah, S. K., Chakrabarti, C., Berisha, V. & Seo, J., 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. 1907-1911 5 p.

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

1 Scopus citations

Simulating Dysarthric Speech for Training Data Augmentation in Clinical Speech Applications

Jiao, Y., Tu, M., Berisha, V. & Liss, J., 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. 6009-6013 5 p. 8462290

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

3 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., Jan 1 2018, (Accepted/In press) In : Headache.

Research output: Contribution to journalArticle

4 Scopus citations

Towards a Wearable Cough Detector Based on Neural Networks

Kadambi, P., Mohanty, A., Ren, H., Smith, J., McGuinnes, K., Holt, K., Furtwaengler, A., Slepetys, R., Yang, Z., Seo, J., Chae, J., Cao, Y. & 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. 2161-2165 5 p. 8461394

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

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

2 Scopus citations
2017

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

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

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

5 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., Feb 11 2017, (Accepted/In press) In : Neurocomputing.

Research output: Contribution to journalArticle

15 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

2 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 1 2017, (Accepted/In press) In : Headache.

Research output: Contribution to journalArticle

9 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

2 Scopus citations

Models for objective evaluation of dysarthric speech from data annotated by multiple listeners

Tu, M., Jiao, Y., Berisha, V. & Liss, J., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. IEEE Computer Society, p. 827-830 4 p. 7869163

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

4 Scopus citations

Objective assessment of pathological speech using distribution regression

Tu, M., 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. 5050-5054 5 p. 7953118

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

6 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

16 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

8 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

37 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

13 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

Noise robust dysarthric speech classification using domain adaptation

Wisler, A., Berisha, V., Spanias, A. & Liss, J., Sep 22 2016, 2016 Digital Media Industry and Academic Forum, DMIAF 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 135-138 4 p. 7574918

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

Online speaking rate estimation using recurrent neural networks

Jiao, Y., Tu, M., Berisha, V. & Liss, J., 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. 5245-5249 5 p. 7472678

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

5 Scopus citations

Ranking the parameters of deep neural networks using the fisher information

Tu, M., Berisha, V., Woolf, M., Seo, J. & Cao, Y., 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. 2647-2651 5 p. 7472157

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

3 Scopus citations