Visar Berisha

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 96

Top Venues

Publications

Sean Kinahan, Pouria Saidi, Ayoub Daliri, Julie Liss, Visar Berisha
Achieving Reproducibility in EEG-Based Machine Learning. FAccT (2024)
Pouria Saidi, Gautam Dasarathy, Visar Berisha
Unraveling overoptimism and publication bias in ML-driven science. CoRR (2024)
Weizhi Li, Prad Kadambi, Pouria Saidi, Karthikeyan Natesan Ramamurthy, Gautam Dasarathy, Visar Berisha
Active Sequential Two-Sample Testing. Trans. Mach. Learn. Res. 2024 (2024)
Ankita Shukla, Rishi Dadhich, Rajhans Singh, Anirudh Rayas, Pouria Saidi, Gautam Dasarathy, Visar Berisha, Pavan K. Turaga
Orthogonality and graph divergence losses promote disentanglement in generative models. Frontiers Comput. Sci. 6 (2024)
Jianwei Zhang, Suren Jayasuriya, Visar Berisha
Learning Repeatable Speech Embeddings Using An Intra-class Correlation Regularizer. NeurIPS (2023)
Weizhi Li, Karthikeyan Natesan Ramamurthy, Prad Kadambi, Pouria Saidi, Gautam Dasarathy, Visar Berisha
Active Sequential Two-Sample Testing. CoRR (2023)
Thomas B. Kaufmann, Mehdi Foroogozar, Julie Liss, Visar Berisha
Requirements for Mass Adoption of Assistive Listening Technology by the General Public. CoRR (2023)
Thomas B. Kaufmann, Mehdi Foroogozar, Julie Liss, Visar Berisha
Requirements For Mass Adoption Of Assistive Listening Technology By The General Public. ICASSP Workshops (2023)
Tyler Sypherd, Nathaniel Stromberg, Richard Nock, Visar Berisha, Lalitha Sankar
Smoothly Giving up: Robustness for Simple Models. AISTATS (2023)
Jianwei Zhang, Suren Jayasuriya, Visar Berisha
Learning Repeatable Speech Embeddings Using An Intra-class Correlation Regularizer. CoRR (2023)
Jianwei Zhang, Julie Liss, Suren Jayasuriya, Visar Berisha
Robust Vocal Quality Feature Embeddings for Dysphonic Voice Detection. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Leo Hsu, Visar Berisha
Does Human Speech Follow Benford's Law? ICASSP (2023)
Vikram C. Mathad, Julie M. Liss, Kathy Chapman, Nancy Scherer, Visar Berisha
Consonant-Vowel Transition Models Based on Deep Learning for Objective Evaluation of Articulation. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Tyler Sypherd, Nathan Stromberg, Richard Nock, Visar Berisha, Lalitha Sankar
Smoothly Giving up: Robustness for Simple Models. CoRR (2023)
Yan Xiong, Visar Berisha, Chaitali Chakrabarti
Aligning Speech Enhancement for Improving Downstream Classification Performance. INTERSPEECH (2023)
Lingfeng Xu, Kimberly D. Mueller, Julie Liss, Visar Berisha
Decorrelating Language Model Embeddings for Speech-Based Prediction of Cognitive Impairment. ICASSP (2023)
Jianwei Zhang, Julie Liss, Suren Jayasuriya, Visar Berisha
Robust Vocal Quality Feature Embeddings for Dysphonic Voice Detection. CoRR (2022)
Sean Kinahan, Julie Liss, Visar Berisha
TorchDIVA: An Extensible Computational Model of Speech Production built on an Open-Source Machine Learning Library. CoRR (2022)
Leo Hsu, Visar Berisha
Does human speech follow Benford's Law? CoRR (2022)
Visar Berisha, Chelsea Krantsevich, Gabriela Stegmann, Shira Hahn, Julie Liss
Are reported accuracies in the clinical speech machine learning literature overoptimistic? INTERSPEECH (2022)
Weizhi Li, Gautam Dasarathy, Karthikeyan Natesan Ramamurthy, Visar Berisha
A label efficient two-sample test. UAI (2022)
Kelvin Tran, Lingfeng Xu, Gabriela Stegmann, Julie Liss, Visar Berisha, Rene Utianski
Investigating the Impact of Speech Compression on the Acoustics of Dysarthric Speech. INTERSPEECH (2022)
Lingfeng Xu, Maria Elena Chavez Echeagaray, Visar Berisha
Unsupervised EEG channel selection based on nonnegative matrix factorization. Biomed. Signal Process. Control. 76 (2022)
Visar Berisha, Chelsea Krantsevich, P. Richard Hahn, Shira Hahn, Gautam Dasarathy, Pavan K. Turaga, Julie Liss
Digital medicine and the curse of dimensionality. npj Digit. Medicine 4 (2021)
Steven R. Corman, Elena Steiner, Jeffrey D. Proulx, Arindam Dutta, Alex Yahja, Marshall Scott Poole, Visar Berisha, Daniel W. Bliss
Revisiting the accuracy problem in network analysis using a unique dataset. Soc. Networks 66 (2021)
Vikram C. Mathad, Nancy Scherer, Kathy Chapman, Julie M. Liss, Visar Berisha
A Deep Learning Algorithm for Objective Assessment of Hypernasality in Children With Cleft Palate. IEEE Trans. Biomed. Eng. 68 (10) (2021)
Weizhi Li, Gautam Dasarathy, Karthikeyan Natesan Ramamurthy, Visar Berisha
A label efficient two-sample test. CoRR (2021)
Yan Xiong, Visar Berisha, Chaitali Chakrabarti
Computationally-efficient voice activity detection based on deep neural networks. SiPS (2021)
Jianwei Zhang, Suren Jayasuriya, Visar Berisha
Restoring degraded speech via a modified diffusion model. CoRR (2021)
Jianwei Zhang, Suren Jayasuriya, Visar Berisha
Restoring Degraded Speech via a Modified Diffusion Model. Interspeech (2021)
Vikram C. Mathad, Tristan J. Mahr, Nancy Scherer, Kathy Chapman, Katherine C. Hustad, Julie Liss, Visar Berisha
The Impact of Forced-Alignment Errors on Automatic Pronunciation Evaluation. Interspeech (2021)
Vikram C. Mathad, Nancy Scherer, Kathy Chapman, Julie Liss, Visar Berisha
An Attention Model for Hypernasality Prediction in Children with Cleft Palate. ICASSP (2021)
Gabriela Stegmann, Shira Hahn, Julie Liss, Jeremy Shefner, Seward Rutkove, Kerisa Shelton, Cayla Jessica Duncan, Visar Berisha
Author Correction: Early detection and tracking of bulbar changes in ALS via frequent and remote speech analysis. npj Digit. Medicine 3 (2020)
Meredith Moore, Piyush Papreja, Michael Saxon, Visar Berisha, Sethuraman Panchanathan
UncommonVoice: A Crowdsourced Dataset of Dysphonic Speech. INTERSPEECH (2020)
Gabriela Stegmann, Shira Hahn, Julie Liss, Jeremy Shefner, Seward B. Rutkove, Kerisa Shelton, Cayla Jessica Duncan, Visar Berisha
Early detection and tracking of bulbar changes in ALS via frequent and remote speech analysis. npj Digit. Medicine 3 (2020)
Michael Saxon, Ayush Tripathi, Yishan Jiao, Julie M. Liss, Visar Berisha
Robust Estimation of Hypernasality in Dysarthria With Acoustic Model Likelihood Features. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Deepak Kadetotad, Jian Meng, Visar Berisha, Chaitali Chakrabarti, Jae-sun Seo
Compressing LSTM Networks with Hierarchical Coarse-Grain Sparsity. INTERSPEECH (2020)
Weizhi Li, Gautam Dasarathy, Karthikeyan Natesan Ramamurthy, Visar Berisha
Finding the Homology of Decision Boundaries with Active Learning. NeurIPS (2020)
Weizhi Li, Gautam Dasarathy, Visar Berisha
Regularization via Structural Label Smoothing. AISTATS (2020)
Deepak Kadetotad, Shihui Yin, Visar Berisha, Chaitali Chakrabarti, Jae-sun Seo
An 8.93 TOPS/W LSTM Recurrent Neural Network Accelerator Featuring Hierarchical Coarse-Grain Sparsity for On-Device Speech Recognition. IEEE J. Solid State Circuits 55 (7) (2020)
Weizhi Li, Gautam Dasarathy, Visar Berisha
Regularization via Structural Label Smoothing. CoRR (2020)
Rohit Voleti, Julie M. Liss, Visar Berisha
A Review of Automated Speech and Language Features for Assessment of Cognitive and Thought Disorders. IEEE J. Sel. Top. Signal Process. 14 (2) (2020)
Weizhi Li, Gautam Dasarathy, Karthikeyan Natesan Ramamurthy, Visar Berisha
Finding the Homology of Decision Boundaries with Active Learning. CoRR (2020)
Vikram C. Mathad, Kathy Chapman, Julie Liss, Nancy Scherer, Visar Berisha
Deep Learning Based Prediction of Hypernasality for Clinical Applications. ICASSP (2020)
Rohit Voleti, Julie M. Liss, Visar Berisha
A Review of Language and Speech Features for Cognitive-Linguistic Assessment. CoRR (2019)
Jacob Peplinski, Visar Berisha, Julie Liss, Shira Hahn, Jeremy Shefner, Seward B. Rutkove, Kristin Qi, Kerisa Shelton
Objective Assessment of Vocal Tremor. ICASSP (2019)
Rohit Voleti, Julie M. Liss, Visar Berisha
Investigating the Effects of Word Substitution Errors on Sentence Embeddings. ICASSP (2019)
Rohit Voleti, Stephanie Woolridge, Julie M. Liss, Melissa Milanovic, Christopher R. Bowie, Visar Berisha
Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder. CoRR (2019)
Meredith Moore, Michael Saxon, Hemanth Venkateswara, Visar Berisha, Sethuraman Panchanathan
Say What? A Dataset for Exploring the Error Patterns That Two ASR Engines Make. INTERSPEECH (2019)
Michael Saxon, Julie Liss, Visar Berisha
Objective Measures of Plosive Nasalization in Hypernasal Speech. ICASSP (2019)
Deepak Kadetotad, Visar Berisha, Chaitali Chakrabarti, Jae-Sun Seo
A 8.93-TOPS/W LSTM Recurrent Neural Network Accelerator Featuring Hierarchical Coarse-Grain Sparsity With All Parameters Stored On-Chip. ESSCIRC (2019)
Rohit Voleti, Stephanie Woolridge, Julie M. Liss, Melissa Milanovic, Christopher R. Bowie, Visar Berisha
Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder. INTERSPEECH (2019)
Tokunbo Ogunfunmi, Ravi Prakash Ramachandran, Roberto Togneri, Brett Y. Smolenski, Visar Berisha
Guest Editorial: Algorithms and Architectures for Machine Learning Based Speech Processing. Circuits Syst. Signal Process. 38 (8) (2019)
Nichola Lubold, Stephanie A. Borrie, Tyson S. Barrett, Megan M. Willi, Visar Berisha
Do Conversational Partners Entrain on Articulatory Precision? INTERSPEECH (2019)
Yan Xiong, Visar Berisha, Chaitali Chakrabarti
Residual + Capsule Networks (ResCap) for Simultaneous Single-Channel Overlapped Keyword Recognition. INTERSPEECH (2019)
Michael Saxon, Ayush Tripathi, Yishan Jiao, Julie Liss, Visar Berisha
Robust Estimation of Hypernasality in Dysarthria. CoRR (2019)
Mohit Shah, Ming Tu, Visar Berisha, Chaitali Chakrabarti, Andreas Spanias
Articulation constrained learning with application to speech emotion recognition. EURASIP J. Audio Speech Music. Process. 2019 (2019)
Gaurav Srivastava, Deepak Kadetotad, Shihui Yin, Visar Berisha, Chaitali Chakrabarti, Jae-sun Seo
Joint Optimization of Quantization and Structured Sparsity for Compressed Deep Neural Networks. ICASSP (2019)
Rohit Voleti, Julie M. Liss, Visar Berisha
Investigating the Effects of Word Substitution Errors on Sentence Embeddings. CoRR (2018)
Abhinav Dixit, Uday Shankar Shanthamallu, Andreas Spanias, Visar Berisha, Mahesh K. Banavar
Online Machine Learning Experiments in HTML5. FIE (2018)
Ming Tu, Anna Grabek, Julie Liss, Visar Berisha
Investigating the Role of L1 in Automatic Pronunciation Evaluation of L2 Speech. INTERSPEECH (2018)
Alan Wisler, Kevin Moon, Visar Berisha
Direct Ensemble Estimation of Density Functionals. ICASSP (2018)
Prad Kadambi, Abinash Mohanty, Hao Ren, Jaclyn Smith, Kevin McGuinnes, Kimberly Holt, Armin Furtwaengler, Roberto Slepetys, Zheng Yang, Jae-sun Seo, Junseok Chae, Yu Cao, Visar Berisha
Towards a Wearable Cough Detector Based on Neural Networks. ICASSP (2018)
Megan M. Willi, Stephanie A. Borrie, Tyson S. Barrett, Ming Tu, Visar Berisha
A Discriminative Acoustic-Prosodic Approach for Measuring Local Entrainment. CoRR (2018)
Huan Song, Megan M. Willi, Jayaraman J. Thiagarajan, Visar Berisha, Andreas Spanias
Triplet Network with Attention for Speaker Diarization. CoRR (2018)
Shihui Yin, Gaurav Srivastava, Shreyas K. Venkataramanaiah, Chaitali Chakrabarti, Visar Berisha, Jae-sun Seo
Minimizing Area and Energy of Deep Learning Hardware Design Using Collective Low Precision and Structured Compression. CoRR (2018)
Alan Wisler, Visar Berisha, Andreas Spanias, Alfred O. Hero III
Direct Estimation of Density Functionals Using a Polynomial Basis. IEEE Trans. Signal Process. 66 (3) (2018)
Yishan Jiao, Ming Tu, Visar Berisha, Julie Liss
Simulating Dysarthric Speech for Training Data Augmentation in Clinical Speech Applications. ICASSP (2018)
Huan Song, Megan M. Willi, Jayaraman J. Thiagarajan, Visar Berisha, Andreas Spanias
Triplet Network with Attention for Speaker Diarization. INTERSPEECH (2018)
Ming Tu, Anna Grabek, Julie Liss, Visar Berisha
Investigating the role of L1 in automatic pronunciation evaluation of L2 speech. CoRR (2018)
Megan M. Willi, Stephanie A. Borrie, Tyson S. Barrett, Ming Tu, Visar Berisha
A Discriminative Acoustic-Prosodic Approach for Measuring Local Entrainment. INTERSPEECH (2018)
Alan Wisler, Kevin Moon, Visar Berisha
Direct Ensemble Estimation of Density Functionals. CoRR (2017)
Visar Berisha, Julie Liss, Timothy Huston, Alan Wisler, Yishan Jiao, Jonathan Eig
Float Like a Butterfly Sting Like a Bee: Changes in Speech Preceded Parkinsonism Diagnosis for Muhammad Ali. INTERSPEECH (2017)
Zihan Xu, Steven Skorheim, Ming Tu, Visar Berisha, Shimeng Yu, Jae-sun Seo, Maxim Bazhenov, Yu Cao
Improving efficiency in sparse learning with the feedforward inhibitory motif. Neurocomputing 267 (2017)
Ming Tu, Visar Berisha, Julie Liss
Objective assessment of pathological speech using distribution regression. ICASSP (2017)
Alan Wisler, Visar Berisha, Andreas Spanias, Alfred O. Hero III
A data-driven basis for direct estimation of functionals of distributions. CoRR (2017)
Prad Kadambi, Alan Wisler, Visar Berisha
Improved finite-sample estimate of a nonparametric f-divergence. ACSSC (2017)
Shihui Yin, Gaurav Srivastava, Shreyas K. Venkataramanaiah, Chaitali Chakrabarti, Visar Berisha, Jae-sun Seo
Minimizing area and energy of deep learning hardware design using collective low precision and structured compression. ACSSC (2017)
Yishan Jiao, Visar Berisha, Julie Liss, Sih-Chiao Hsu, Erika Levy, Megan McAuliffe
Articulation Entropy: An Unsupervised Measure of Articulatory Precision. IEEE Signal Process. Lett. 24 (4) (2017)
Yishan Jiao, Visar Berisha, Julie Liss
Interpretable phonological features for clinical applications. ICASSP (2017)
Ming Tu, Visar Berisha, Julie Liss
Interpretable Objective Assessment of Dysarthric Speech Based on Deep Neural Networks. INTERSPEECH (2017)
Yishan Jiao, Ming Tu, Visar Berisha, Julie M. Liss
Accent Identification by Combining Deep Neural Networks and Recurrent Neural Networks Trained on Long and Short Term Features. INTERSPEECH (2016)
Ming Tu, Yishan Jiao, Visar Berisha, Julie M. Liss
Models for objective evaluation of dysarthric speech from data annotated by multiple listeners. ACSSC (2016)
Kan Kawabata, Visar Berisha, Anna Scaglione, Amy LaCross
A Convex Model for Linguistic Influence in Group Conversations. INTERSPEECH (2016)
Ming Tu, Visar Berisha, Yu Cao, Jae-sun Seo
Reducing the Model Order of Deep Neural Networks Using Information Theory. CoRR (2016)
Ming Tu, Visar Berisha, Martin Woolf, Jae-sun Seo, Yu Cao
Ranking the parameters of deep neural networks using the fisher information. ICASSP (2016)
Ming Tu, Visar Berisha, Yu Cao, Jae-sun Seo
Reducing the Model Order of Deep Neural Networks Using Information Theory. ISVLSI (2016)
Yishan Jiao, Ming Tu, Visar Berisha, Julie M. Liss
Online speaking rate estimation using recurrent neural networks. ICASSP (2016)
Visar Berisha, Alan Wisler, Alfred O. Hero III, Andreas Spanias
Empirically Estimable Classification Bounds Based on a Nonparametric Divergence Measure. IEEE Trans. Signal Process. 64 (3) (2016)
Alan Wisler, Visar Berisha, Andreas Spanias, Julie M. Liss
Noise robust dysarthric speech classification using domain adaptation. DMIAF (2016)
Alan Wisler, Visar Berisha, Dennis Wei, Karthikeyan Ramamurthy, Andreas Spanias
Empirically-estimable multi-class classification bounds. ICASSP (2016)
Visar Berisha, Alfred O. Hero III
Empirical Non-Parametric Estimation of the Fisher Information. IEEE Signal Process. Lett. 22 (7) (2015)
Yishan Jiao, Visar Berisha, Ming Tu, Timothy Huston, Julie M. Liss
Estimating speaking rate in spontaneous discourse. ACSSC (2015)
Visar Berisha, Douglas Cochran
Active data labeling for improved classifier generalizability. Signal Process. 108 (2015)
Alan Wisler, Visar Berisha, Karthikeyan Ramamurthy, Andreas Spanias, Julie Liss
Removing data with noisy responses in regression analysis. ICASSP (2015)
Yishan Jiao, Visar Berisha, Ming Tu, Julie Liss
Convex Weighting Criteria for Speaking Rate Estimation. IEEE ACM Trans. Audio Speech Lang. Process. 23 (9) (2015)
Visar Berisha, Julie Liss, Steven Sandoval, Rene Utianski, Andreas Spanias
Modeling pathological speech perception from data with similarity labels. ICASSP (2014)
Visar Berisha, Alan Wisler, Alfred O. Hero III, Andreas Spanias
Empirically Estimable Classification Bounds Based on a New Divergence Measure. CoRR (2014)
Visar Berisha, Alfred O. Hero III
Empirical non-parametric estimation of the Fisher Information. CoRR (2014)
Alan Wisler, Visar Berisha, Julie Liss, Andreas Spanias
Domain invariant speech features using a new divergence measure. SLT (2014)

Visar Berisha.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Visar Berisha