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Research Output 2005 2019

2019
1 Citation (Scopus)

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

Post-Traumatic Headache
Migraine Disorders
Headache
Brain Concussion
Parietal Lobe

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. & 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

Substitution reactions
Simulators
Semantics
Transcription
Speech recognition

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

Srivastava, G., Kadetotad, D., Yin, S., Berisha, V., Chakrabarti, C. & Seo, J., 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

Data storage equipment
Deep neural networks
Degradation

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

Hardware
Planning

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

Acoustics

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

Learning systems
experiment
Speech processing
learning
Experiments
1 Citation (Scopus)

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

Post-Traumatic Headache
Migraine Disorders
Magnetic Resonance Imaging
Occipital Lobe
Headache

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

conversation
Speech-Language Pathology
methodology
pathology
Interpersonal Relations

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

Dysarthria
Telemedicine
Acoustics
acoustics
Language Therapy
2018
1 Citation (Scopus)

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

Entrainment
Acoustics
Classifiers
Alignment
Naive Bayes Classifier
1 Citation (Scopus)

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

Longitudinal Studies
Equipment and Supplies
Healthy Volunteers
Internet
Myography

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

Migraine without Aura
Migraine Disorders
Longitudinal Studies
Prospective Studies
Mobile Applications
1 Citation (Scopus)

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

Information theory
Signal processing
Classifiers

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

F-divergence
estimators
divergence
Estimator
Divergence
2 Citations (Scopus)

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

Acoustic Model
Evaluation
Acoustics
Automatic Speech Recognition
Speech recognition
1 Citation (Scopus)

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

Hardware Design
learning
hardware
Compression
Neural Networks
2 Citations (Scopus)

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

Learning algorithms
Learning systems
Experiments

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

Multilingualism
multilingualism
Decision Trees
Language
Parietal Lobe
3 Citations (Scopus)

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

Brain Concussion
Migraine Disorders
Headache
Orthostatic Intolerance
Urinary Bladder

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

Microphones
Audio recordings
Detectors
Neural networks
Pulmonary diseases
1 Citation (Scopus)

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

Metric
Speech processing
Network architecture
Neural Networks
Speech Processing
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

Parkinson disease
intelligibility
acoustics
vowels
cues
5 Citations (Scopus)

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

Entropy
Distinct
Parkinson's Disease
Subjective Evaluation
Speech analysis
4 Citations (Scopus)

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

Polynomials
Probability density function
Information theory
Signal processing
1 Citation (Scopus)
Speech Production
Progression
Prosody
Testing
Period of time

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

Neural Networks (Computer)
Learning
Efficiency
Neural networks
Neurology
9 Citations (Scopus)
Neural Networks
Subjective Evaluation
Extractor
Model
Output
1 Citation (Scopus)

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

Recurrent neural networks
Statistics
7 Citations (Scopus)

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

Post-Traumatic Headache
Headache
Parietal Lobe
Brain
1 Citation (Scopus)

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

Football
Linguistics
linguistics
Language
Interviews
3 Citations (Scopus)

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

Learning systems
Signal processing
Experiments
5 Citations (Scopus)

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

Probability distributions
12 Citations (Scopus)

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

Post-Traumatic Headache
Migraine Disorders
Brain
Parietal Lobe
Frontal Lobe
2016
6 Citations (Scopus)

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

Sodium Glutamate
Recurrent neural networks
Recurrent Neural Networks
Neural Networks
Term
2 Citations (Scopus)

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

Linguistics
Language
Language Model
Linguistic Modeling
Social Influence
35 Citations (Scopus)

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

Information theory
Feature extraction
Statistics
2 Citations (Scopus)

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

Feature extraction
2 Citations (Scopus)

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

Convex optimization
10 Citations (Scopus)

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

Auditory Perception
visual perception
Visual Perception
Cochlear Implants
experiment
3 Citations (Scopus)

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

acoustics
logistics
classifying
regression analysis
examination

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

Feature extraction
Screening
5 Citations (Scopus)

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

Recurrent neural networks
Speech recognition
Data storage equipment
3 Citations (Scopus)

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

Accelerometers
Field programmable gate arrays (FPGA)
Deep neural networks

Reducing the model order of deep neural networks using information theory

Tu, M., Berisha, V., Cao, Y. & Seo, J., Sep 2 2016, Proceedings - IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2016. IEEE Computer Society, Vol. 2016-September. p. 93-98 6 p. 7560179

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

Information theory
Redundancy
Neural networks
Deep neural networks
5 Citations (Scopus)
speech recognition
disturbances
ratings
engines
Automatic Speech Recognition

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

syllables
cues
acquired immunodeficiency syndrome
linguistics
error analysis
2015
1 Citation (Scopus)

Active data labeling for improved classifier generalizability

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

Research output: Contribution to journalArticle

Labeling
Learning algorithms
Classifiers
Problem-Based Learning
14 Citations (Scopus)

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

weighting functions
Probability density function
intervals
entire functions
phonemes
19 Citations (Scopus)

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

Fisher information matrix
Fisher Information Matrix
Fisher Information
Nonparametric Estimation
Probability distributions