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Research Output 2005 2019

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Conference contribution
2019

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
2018
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
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

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
2017
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
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
2016
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

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
2015
1 Citation (Scopus)

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

Regression analysis
Experiments
2014
9 Citations (Scopus)

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

Learning algorithms
Divergence
Efficacy
11 Citations (Scopus)

Modeling pathological speech perception from data with similarity labels

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

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

Labels
Behavioral research
Speech intelligibility
Cost functions
Data structures
2013
5 Citations (Scopus)

Selecting disorder-specific features for speech pathology fingerprinting

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

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

Pathology
Feature extraction
Cost functions
5 Citations (Scopus)

Towards a clinical tool for automatic intelligibility assessment

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

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

Speech intelligibility
Speech processing
Telecommunication
Learning systems
Classifiers
2011

Semi-supervised hierarchy learning using multiple-labeled data

Javadi, A., Gray, A., Anderson, D. & Berisha, V., 2011, IEEE International Workshop on Machine Learning for Signal Processing. 6064565

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

Supervised learning
Labels
2010

An auditory-domain based speech enhancement algorithm

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

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

Speech enhancement
1 Citation (Scopus)

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., 2010, Conference Record - Asilomar Conference on Signals, Systems and Computers. p. 75-79 5 p. 5757470

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

Supervised learning
Labels
Decision making
Pattern recognition
Learning systems
79 Citations (Scopus)

Sparse representations for automatic target classification in SAR images

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

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

Glossaries
Synthetic aperture radar
Support vector machines

Topology of high-contrast patches in SAR images

Knee, P., Berisha, V., Spanias, A. & Taylor, T., 2010, IEEE National Radar Conference - Proceedings. p. 905-909 5 p. 5494491

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

Topology
Inspection
Geometry
Sensors
2009
9 Citations (Scopus)

A sensor network for real-time acoustic scene analysis

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

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

Sensor networks
Acoustics
Acoustic waves
Monitoring
National security
1 Citation (Scopus)

Energy-constrained discriminant analysis

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

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

Discriminant analysis
Image classification
2 Citations (Scopus)

Low-complexity sinusoidal component selection using loudness patterns

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

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

Computational complexity
2008
7 Citations (Scopus)

A low-complexity loudness estimation algorithm

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

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

loudness
audio signals
Noise abatement
noise reduction
Acoustic waves
9 Citations (Scopus)

Real-time sensing and acoustic scene characterization for security applications

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

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

Wireless sensor networks
Acoustics
Discriminators
National security
Base stations
2007
2 Citations (Scopus)

A scalable bandwidth extension algorithm

Berisha, V. & Spanias, A., 2007, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 4. 4218172

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

bandwidth
Bandwidth
Speech coding
decoders
Frequency bands
4 Citations (Scopus)

Bandwidth extension of audio based on partial loudness criteria

Berisha, V. & Spanias, A., 2007, 2006 IEEE 8th Workshop on Multimedia Signal Processing, MMSP 2006. p. 146-149 4 p. 4064536

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

Bandwidth
Frequency bands
Acoustic waves

Dual-mode wideband speech compression

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

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

Bandwidth
Speech coding
Frequency bands
13 Citations (Scopus)

Sparse manifold learning with applications to SAR image classification

Berisha, V., Shah, N., Waagen, D., Schmitt, H., Bellofiore, S., Spanias, A. & Cochran, D., 2007, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 3. 4217903

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

image classification
Image classification
synthetic aperture radar
Synthetic aperture radar
learning

Speech modeling and noise removal using a perceptually modified Wiener filter

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

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

Spectral density
2006

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

Signal processing
Wireless sensor networks
Hardware
Sensors
Transducers
4 Citations (Scopus)

Enhancing the quality of coded audio using perceptual criteria

Berisha, V. & Spanias, A., 2006, 2005 IEEE 7th Workshop on Multimedia Signal Processing. 4014034

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

13 Citations (Scopus)

Real-time acoustic monitoring using wireless sensor motes

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

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

Acoustics
Monitoring
Sensors
Base stations
Data fusion
6 Citations (Scopus)

Real-time collaborative monitoring in wireless sensor networks

Berisha, V., Kwon, H. & Spanias, A., 2006, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 3. 1660855

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

Wireless sensor networks
Signal processing
Monitoring
sensors
Sensors
12 Citations (Scopus)

Real-time implementation of a distributed voice activity detector

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

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

Detectors
Sensors
Base stations
Wireless sensor networks
Classifiers
6 Citations (Scopus)

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., 2006, Proceedings - Frontiers in Education Conference, FIE. 4117168

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

Students
Hardware
Starters
Sensors
Signal processing
2005
4 Citations (Scopus)

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

Telephone
Acoustic waves
Processing
10 Citations (Scopus)

Interactive Java modules for the MPEG-1 psychoacoustic model

Song, Y., Spanias, A., Atti, V. & Berisha, V., 2005, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. V. 1416370

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

psychoacoustics
students
modules
physical exercise
Students