Interactive Java modules for the MPEG-1 psychoacoustic model [audio coding teaching applications]. - Yu Song; Andreas Spanias; Venkatraman Atti; Visar Berisha (ICASSP (5), 2005)

Enhancing vocoder performance for music signals. - Visar Berisha; Andreas Spanias (ISCAS (4), 2005)

Enhancing the Quality of Coded Audio Using Perceptual Criteria. - Visar Berisha; Andreas S. Spanias (MMSP, 2005)

Real-Time Collaborative Monitoring in Wireless Sensor Networks. - Visar Berisha; Homin Kwon; Andreas Spanias (ICASSP (3), 2006)

Real-time acoustic monitoring using wireless sensor motes. - Visar Berisha; Homin Kwon; Andreas Spanias (ISCAS, 2006)

Bandwidth Extension of Audio Based on Partial Loudness Criteria. - Visar Berisha; Andreas Spanias (MMSP, 2006)

A Scalable Bandwidth Extension Algorithm. - Visar Berisha; Andreas Spanias (ICASSP (4), 2007)

Sparse Manifold Learning with Applications to SAR Image Classification. - Visar Berisha; Nitesh Shah; Donald E. Waagen; Harry Schmitt; Salvatore Bellofiore; Andreas Spanias; Douglas Cochran (ICASSP (3), 2007)

Dual-Mode Wideband Speech Compression. - Visar Berisha; Andreas Spanias (MMSP, 2007)

Wideband Speech Recovery Using Psychoacoustic Criteria. - Visar Berisha; Andreas Spanias (EURASIP J. Audio Speech Music. Process., 2007)

A low-complexity loudness estimation algorithm. - Harish Krishnamoorthi; Visar Berisha; Andreas Spanias (ICASSP, 2008)

Real-time sensing and acoustic scene characterization for security applications. - Homin Kwon; Visar Berisha; Andreas Spanias (ISWPC, 2008)

Gradient projection-based channel equalization under sustained fading. - Venkatraman Atti; Andreas Spanias; Kostas Tsakalis; Constantinos Panayiotou; Leonidas D. Iasemidis; Visar Berisha (Signal Process., 2008)

Low-complexity sinusoidal component selection using loudness patterns. - Harish Krishnamoorthi; Visar Berisha; Andreas Spanias; Homin Kwon (ICASSP, 2009)

Energy-constrained discriminant analysis. - Scott Philips; Visar Berisha; Andreas Spanias (ICASSP, 2009)

A Sensor Network for Real-time Acoustic Scene Analysis. - Homin Kwon; Harish Krishnamoorthi; Visar Berisha; Andreas Spanias (ISCAS, 2009)

A Frequency/Detector Pruning Approach for Loudness Estimation. - Harish Krishnamoorthi; Andreas Spanias; Visar Berisha (IEEE Signal Process. Lett., 2009)

Experiments With Sensor Motes and Java-DSP. - Homin Kwon; Visar Berisha; Venkatraman Atti; Andreas Spanias (IEEE Trans. Educ., 2009)

An auditory-domain based speech enhancement algorithm. - Harish Krishnamoorthi; Andreas Spanias; Visar Berisha; Homin Kwon; Harvey D. Thornburg (ICASSP, 2010)

Semi-supervised hierarchy learning using multiple-labeled data. - Ailar Javadi; Alexander Gray 001; David Anderson; Visar Berisha (MLSP, 2011)

Editorial. - Visar Berisha; Louis L. Scharf (Digit. Signal Process., 2011)

Selecting disorder-specific features for speech pathology fingerprinting. - Visar Berisha; Steven Sandoval; Rene Utianski; Julie Liss; Andreas Spanias (ICASSP, 2013)

Towards a clinical tool for automatic intelligibility assessment. - Visar Berisha; Rene Utianski; Julie Liss (ICASSP, 2013)

Bandwidth Extension of Speech Using Perceptual Criteria - Visar Berisha; Steven Sandoval; Julie Liss (Morgan & Claypool Publishers, 2013)

Modeling pathological speech perception from data with similarity labels. - Visar Berisha; Julie Liss; Steven Sandoval; Rene Utianski; Andreas Spanias (ICASSP, 2014)

Domain invariant speech features using a new divergence measure. - Alan Wisler; Visar Berisha; Julie Liss; Andreas Spanias (SLT, 2014)

Empirically Estimable Classification Bounds Based on a New Divergence Measure. - Visar Berisha; Alan Wisler; Alfred O. Hero III; Andreas Spanias (CoRR, 2014)

Estimating speaking rate in spontaneous discourse. - Yishan Jiao; Visar Berisha; Ming Tu; Timothy Huston; Julie M. Liss (ACSSC, 2015)

Removing data with noisy responses in regression analysis. - Alan Wisler; Visar Berisha; Karthikeyan Ramamurthy; Andreas Spanias; Julie Liss (ICASSP, 2015)

Active data labeling for improved classifier generalizability. - Visar Berisha; Douglas Cochran (Signal Process., 2015)

Empirical Non-Parametric Estimation of the Fisher Information. - Visar Berisha; Alfred O. Hero III (IEEE Signal Process. Lett., 2015)

Convex Weighting Criteria for Speaking Rate Estimation. - Yishan Jiao; Visar Berisha; Ming Tu; Julie Liss (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Models for objective evaluation of dysarthric speech from data annotated by multiple listeners. - Ming Tu; Yishan Jiao; Visar Berisha; Julie M. Liss (ACSSC, 2016)

Noise robust dysarthric speech classification using domain adaptation. - Alan Wisler; Visar Berisha; Andreas Spanias; Julie M. Liss (DMIAF, 2016)

Online speaking rate estimation using recurrent neural networks. - Yishan Jiao; Ming Tu; Visar Berisha; Julie M. Liss (ICASSP, 2016)

Ranking the parameters of deep neural networks using the fisher information. - Ming Tu; Visar Berisha; Martin Woolf; Jae-sun Seo; Yu Cao 001 (ICASSP, 2016)

Empirically-estimable multi-class classification bounds. - Alan Wisler; Visar Berisha; Dennis Wei; Karthikeyan Ramamurthy; Andreas Spanias (ICASSP, 2016)

Accent Identification by Combining Deep Neural Networks and Recurrent Neural Networks Trained on Long and Short Term Features. - Yishan Jiao; Ming Tu; Visar Berisha; Julie M. Liss (INTERSPEECH, 2016)

A Convex Model for Linguistic Influence in Group Conversations. - Kan Kawabata; Visar Berisha; Anna Scaglione; Amy LaCross (INTERSPEECH, 2016)

Reducing the Model Order of Deep Neural Networks Using Information Theory. - Ming Tu; Visar Berisha; Yu Cao 001; Jae-sun Seo (ISVLSI, 2016)

Empirically Estimable Classification Bounds Based on a Nonparametric Divergence Measure. - Visar Berisha; Alan Wisler; Alfred O. Hero III; Andreas Spanias (IEEE Trans. Signal Process., 2016)

Improved finite-sample estimate of a nonparametric f-divergence. - Prad Kadambi; Alan Wisler; Visar Berisha (ACSSC, 2017)

Minimizing area and energy of deep learning hardware design using collective low precision and structured compression. - Shihui Yin; Gaurav Srivastava 001; Shreyas K. Venkataramanaiah; Chaitali Chakrabarti; Visar Berisha; Jae-sun Seo (ACSSC, 2017)

Interpretable phonological features for clinical applications. - Yishan Jiao; Visar Berisha; Julie Liss (ICASSP, 2017)

Objective assessment of pathological speech using distribution regression. - Ming Tu; Visar Berisha; Julie Liss (ICASSP, 2017)

Float Like a Butterfly Sting Like a Bee: Changes in Speech Preceded Parkinsonism Diagnosis for Muhammad Ali. - Visar Berisha; Julie Liss; Timothy Huston; Alan Wisler; Yishan Jiao; Jonathan Eig (INTERSPEECH, 2017)

Interpretable Objective Assessment of Dysarthric Speech Based on Deep Neural Networks. - Ming Tu; Visar Berisha; Julie Liss (INTERSPEECH, 2017)

A data-driven basis for direct estimation of functionals of distributions. - Alan Wisler; Visar Berisha; Andreas Spanias; Alfred O. Hero III (CoRR, 2017)

Improving efficiency in sparse learning with the feedforward inhibitory motif. - Zihan Xu; Steven Skorheim; Ming Tu; Visar Berisha; Shimeng Yu; Jae-sun Seo; Maxim Bazhenov; Yu Cao 001 (Neurocomputing, 2017)

Articulation Entropy: An Unsupervised Measure of Articulatory Precision. - Yishan Jiao; Visar Berisha; Julie Liss; Sih-Chiao Hsu; Erika Levy; Megan McAuliffe (IEEE Signal Process. Lett., 2017)

Online Machine Learning Experiments in HTML5. - Abhinav Dixit; Uday Shankar Shanthamallu; Andreas Spanias; Visar Berisha; Mahesh K. Banavar (FIE, 2018)

Simulating Dysarthric Speech for Training Data Augmentation in Clinical Speech Applications. - Yishan Jiao; Ming Tu; Visar Berisha; Julie Liss (ICASSP, 2018)

Towards a Wearable Cough Detector Based on Neural Networks. - 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 001; et al. (ICASSP, 2018)

Direct Ensemble Estimation of Density Functionals. - Alan Wisler; Kevin R. Moon; Visar Berisha (ICASSP, 2018)

Triplet Network with Attention for Speaker Diarization. - Huan Song; Megan M. Willi; Jayaraman J. Thiagarajan; Visar Berisha; Andreas Spanias (INTERSPEECH, 2018)

Investigating the Role of L1 in Automatic Pronunciation Evaluation of L2 Speech. - Ming Tu; Anna Grabek; Julie Liss; Visar Berisha (INTERSPEECH, 2018)

A Discriminative Acoustic-Prosodic Approach for Measuring Local Entrainment. - Megan M. Willi; Stephanie A. Borrie; Tyson S. Barrett; Ming Tu; Visar Berisha (INTERSPEECH, 2018)

Direct Estimation of Density Functionals Using a Polynomial Basis. - Alan Wisler; Visar Berisha; Andreas Spanias; Alfred O. Hero III (IEEE Trans. Signal Process., 2018)

A 8.93-TOPS/W LSTM Recurrent Neural Network Accelerator Featuring Hierarchical Coarse-Grain Sparsity With All Parameters Stored On-Chip. - Deepak Kadetotad; Visar Berisha; Chaitali Chakrabarti; Jae-Sun Seo (ESSCIRC, 2019)

Objective Assessment of Vocal Tremor. - Jacob Peplinski; Visar Berisha; Julie Liss; Shira Hahn; Jeremy Shefner; Seward B. Rutkove; Kristin Qi; Kerisa Shelton (ICASSP, 2019)

Objective Measures of Plosive Nasalization in Hypernasal Speech. - Michael Saxon; Julie Liss; Visar Berisha (ICASSP, 2019)

Joint Optimization of Quantization and Structured Sparsity for Compressed Deep Neural Networks. - Gaurav Srivastava 001; Deepak Kadetotad; Shihui Yin; Visar Berisha; Chaitali Chakrabarti; Jae-sun Seo (ICASSP, 2019)

Investigating the Effects of Word Substitution Errors on Sentence Embeddings. - Rohit Voleti; Julie M. Liss; Visar Berisha (ICASSP, 2019)

Do Conversational Partners Entrain on Articulatory Precision? - Nichola Lubold; Stephanie A. Borrie; Tyson S. Barrett; Megan M. Willi; Visar Berisha (INTERSPEECH, 2019)

Say What? A Dataset for Exploring the Error Patterns That Two ASR Engines Make. - Meredith Moore 001; Michael Saxon; Hemanth Venkateswara; Visar Berisha; Sethuraman Panchanathan (INTERSPEECH, 2019)

Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder. - Rohit Voleti; Stephanie Woolridge; Julie M. Liss; Melissa Milanovic; Christopher R. Bowie; Visar Berisha (INTERSPEECH, 2019)

Residual + Capsule Networks (ResCap) for Simultaneous Single-Channel Overlapped Keyword Recognition. - Yan Xiong 002; Visar Berisha; Chaitali Chakrabarti (INTERSPEECH, 2019)

A Review of Language and Speech Features for Cognitive-Linguistic Assessment. - Rohit Voleti; Julie M. Liss; Visar Berisha (CoRR, 2019)

Robust Estimation of Hypernasality in Dysarthria. - Michael Saxon; Ayush Tripathi; Yishan Jiao; Julie Liss; Visar Berisha (CoRR, 2019)

Guest Editorial: Algorithms and Architectures for Machine Learning Based Speech Processing. - Tokunbo Ogunfunmi; Ravi Prakash Ramachandran; Roberto Togneri; Brett Y. Smolenski; Visar Berisha (Circuits Syst. Signal Process., 2019)

Articulation constrained learning with application to speech emotion recognition. - Mohit Shah; Ming Tu; Visar Berisha; Chaitali Chakrabarti; Andreas Spanias (EURASIP J. Audio Speech Music. Process., 2019)

Regularization via Structural Label Smoothing. - Weizhi Li; Gautam Dasarathy; Visar Berisha (AISTATS, 2020)

Deep Learning Based Prediction of Hypernasality for Clinical Applications. - Vikram C. Mathad; Kathy Chapman; Julie Liss; Nancy Scherer; Visar Berisha (ICASSP, 2020)

Compressing LSTM Networks with Hierarchical Coarse-Grain Sparsity. - Deepak Kadetotad; Jian Meng; Visar Berisha; Chaitali Chakrabarti; Jae-sun Seo (INTERSPEECH, 2020)

UncommonVoice: A Crowdsourced Dataset of Dysphonic Speech. - Meredith Moore 001; Piyush Papreja; Michael Saxon; Visar Berisha; Sethuraman Panchanathan (INTERSPEECH, 2020)

Finding the Homology of Decision Boundaries with Active Learning. - Weizhi Li; Gautam Dasarathy; Karthikeyan Natesan Ramamurthy; Visar Berisha (NeurIPS, 2020)

An 8.93 TOPS/W LSTM Recurrent Neural Network Accelerator Featuring Hierarchical Coarse-Grain Sparsity for On-Device Speech Recognition. - Deepak Kadetotad; Shihui Yin; Visar Berisha; Chaitali Chakrabarti; Jae-sun Seo (IEEE J. Solid State Circuits, 2020)

A Review of Automated Speech and Language Features for Assessment of Cognitive and Thought Disorders. - Rohit Voleti; Julie M. Liss; Visar Berisha (IEEE J. Sel. Top. Signal Process., 2020)

Author Correction: Early detection and tracking of bulbar changes in ALS via frequent and remote speech analysis. - Gabriela Stegmann; Shira Hahn; Julie Liss; Jeremy Shefner; Seward Rutkove; Kerisa Shelton; Cayla Jessica Duncan; Visar Berisha (npj Digit. Medicine, 2020)

Early detection and tracking of bulbar changes in ALS via frequent and remote speech analysis. - Gabriela Stegmann; Shira Hahn; Julie Liss; Jeremy Shefner; Seward B. Rutkove; Kerisa Shelton; Cayla Jessica Duncan; Visar Berisha (npj Digit. Medicine, 2020)

Robust Estimation of Hypernasality in Dysarthria With Acoustic Model Likelihood Features. - Michael Saxon; Ayush Tripathi; Yishan Jiao; Julie M. Liss; Visar Berisha (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

An Attention Model for Hypernasality Prediction in Children with Cleft Palate. - Vikram C. Mathad; Nancy Scherer; Kathy Chapman; Julie Liss; Visar Berisha (ICASSP, 2021)

The Impact of Forced-Alignment Errors on Automatic Pronunciation Evaluation. - Vikram C. Mathad; Tristan J. Mahr; Nancy Scherer; Kathy Chapman; Katherine C. Hustad; Julie Liss; Visar Berisha (Interspeech, 2021)

Restoring Degraded Speech via a Modified Diffusion Model. - Jianwei Zhang; Suren Jayasuriya; Visar Berisha (Interspeech, 2021)

Computationally-efficient voice activity detection based on deep neural networks. - Yan Xiong 002; Visar Berisha; Chaitali Chakrabarti (SiPS, 2021)

Digital medicine and the curse of dimensionality. - Visar Berisha; Chelsea Krantsevich; P. Richard Hahn; Shira Hahn; Gautam Dasarathy; Pavan K. Turaga; Julie Liss (npj Digit. Medicine, 2021)

Revisiting the accuracy problem in network analysis using a unique dataset. - Steven R. Corman; Elena Steiner; Jeffrey D. Proulx; Arindam Dutta; Alex Yahja; Marshall Scott Poole; Visar Berisha; Daniel W. Bliss (Soc. Networks, 2021)

A Deep Learning Algorithm for Objective Assessment of Hypernasality in Children With Cleft Palate. - Vikram C. Mathad; Nancy Scherer; Kathy Chapman; Julie M. Liss; Visar Berisha (IEEE Trans. Biomed. Eng., 2021)

Are reported accuracies in the clinical speech machine learning literature overoptimistic? - Visar Berisha; Chelsea Krantsevich; Gabriela Stegmann; Shira Hahn; Julie Liss (INTERSPEECH, 2022)

Investigating the Impact of Speech Compression on the Acoustics of Dysarthric Speech. - Kelvin Tran; Lingfeng Xu; Gabriela Stegmann; Julie Liss; Visar Berisha; Rene Utianski (INTERSPEECH, 2022)

A label efficient two-sample test. - Weizhi Li; Gautam Dasarathy; Karthikeyan Natesan Ramamurthy; Visar Berisha (UAI, 2022)

Unsupervised EEG channel selection based on nonnegative matrix factorization. - Lingfeng Xu; Maria Elena Chavez Echeagaray; Visar Berisha (Biomed. Signal Process. Control., 2022)

TorchDIVA: An Extensible Computational Model of Speech Production built on an Open-Source Machine Learning Library. - Sean Kinahan; Julie Liss; Visar Berisha (CoRR, 2022)

Smoothly Giving up: Robustness for Simple Models. - Tyler Sypherd; Nathaniel Stromberg 001; Richard Nock; Visar Berisha; Lalitha Sankar (AISTATS, 2023)

Does Human Speech Follow Benford's Law? - Leo Hsu; Visar Berisha (ICASSP, 2023)

Requirements For Mass Adoption Of Assistive Listening Technology By The General Public. - Thomas B. Kaufmann; Mehdi Foroogozar; Julie Liss; Visar Berisha (ICASSP Workshops, 2023)

Decorrelating Language Model Embeddings for Speech-Based Prediction of Cognitive Impairment. - Lingfeng Xu; Kimberly D. Mueller; Julie Liss; Visar Berisha (ICASSP, 2023)

Aligning Speech Enhancement for Improving Downstream Classification Performance. - Yan Xiong 002; Visar Berisha; Chaitali Chakrabarti (INTERSPEECH, 2023)

Learning Repeatable Speech Embeddings Using An Intra-class Correlation Regularizer. - Jianwei Zhang; Suren Jayasuriya; Visar Berisha (NeurIPS, 2023)

Consonant-Vowel Transition Models Based on Deep Learning for Objective Evaluation of Articulation. - Vikram C. Mathad; Julie M. Liss; Kathy Chapman; Nancy Scherer; Visar Berisha (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Robust Vocal Quality Feature Embeddings for Dysphonic Voice Detection. - Jianwei Zhang; Julie Liss; Suren Jayasuriya; Visar Berisha (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Achieving Reproducibility in EEG-Based Machine Learning. - Sean Kinahan; Pouria Saidi; Ayoub Daliri; Julie Liss; Visar Berisha (FAccT, 2024)

How Does Alignment Error Affect Automated Pronunciation Scoring in Children's Speech? - Prad Kadambi; Tristan J. Mahr; Lucas Annear; Henry Nomeland; Julie Liss; Katherine C. Hustad; Visar Berisha (INTERSPEECH, 2024)

Segmental and Suprasegmental Speech Foundation Models for Classifying Cognitive Risk Factors: Evaluating Out-of-the-Box Performance. - Si-Ioi Ng; Lingfeng Xu; Kimberly D. Mueller; Julie Liss; Visar Berisha (INTERSPEECH, 2024)

Improving Speech-Based Dysarthria Detection using Multi-task Learning with Gradient Projection. - Yan Xiong 002; Visar Berisha; Julie Liss; Chaitali Chakrabarti (INTERSPEECH, 2024)

Advanced Tutorial: Label-Efficient Two-Sample Tests. - Weizhi Li; Visar Berisha; Gautam Dasarathy (WSC, 2024)

A Tutorial on Clinical Speech AI Development: From Data Collection to Model Validation. - Si-Ioi Ng; Lingfeng Xu; Ingo Siegert; Nicholas Cummins; Nina R. Benway; Julie Liss; Visar Berisha (CoRR, 2024)

Orthogonality and graph divergence losses promote disentanglement in generative models. - Ankita Shukla; Rishi Dadhich; Rajhans Singh; Anirudh Rayas; Pouria Saidi; Gautam Dasarathy; Visar Berisha; Pavan K. Turaga (Frontiers Comput. Sci., 2024)

Responsible development of clinical speech AI: Bridging the gap between clinical research and technology. - Visar Berisha; Julie M. Liss (npj Digit. Medicine, 2024)

Active Sequential Two-Sample Testing. - Weizhi Li; Prad Kadambi; Pouria Saidi; Karthikeyan Natesan Ramamurthy; Gautam Dasarathy; Visar Berisha (Trans. Mach. Learn. Res., 2024)

Cross-lingual Evaluation Of Hypernasality Using Wav2Vec2 Features. - Krupaben Kothadia; Vikram C. M.; Ajish K. Abraham; Pushpavathi M; S. R. Mahadeva Prasanna; Nancy Scherer; Kathy Chapman; Julie Liss; Visar Berisha (ICASSP, 2025)

Automated Extraction of Spatio-Semantic Graphs for Identifying Cognitive Impairment. - Si-Ioi Ng; Pranav S. Ambadi; Kimberly D. Mueller; Julie Liss; Visar Berisha (ICASSP, 2025)

The Impact of Decorrelation on Transformer Interpretation Methods: Applications to Clinical Speech AI. - Lingfeng Xu; Kimberly D. Mueller; Julie Liss; Visar Berisha (ICASSP, 2025)

Unraveling overoptimism and publication bias in ML-driven science. - Pouria Saidi; Gautam Dasarathy; Visar Berisha (Patterns, 2025)

Potential Applications of Artificial Intelligence for Cross-language Intelligibility Assessment of Dysarthric Speech. - Eunjung Yeo; Julie Liss; Visar Berisha; David R. Mortensen (CoRR, 2025)

Statistically Valid Post-Deployment Monitoring Should Be Standard for AI-Based Digital Health. - Pavel Dolin; Weizhi Li; Gautam Dasarathy; Visar Berisha (CoRR, 2025)

PRAC3 (Privacy, Reputation, Accountability, Consent, Credit, Compensation): Long Tailed Risks of Voice Actors in AI Data-Economy. - Tanusree Sharma; Yihao Zhou; Visar Berisha (CoRR, 2025)