| 2025 | AIES | PRAC3 (Privacy, Reputation, Accountability, Consent, Credit, Compensation): Voice Actors in AI Data-economy. | Tanusree Sharma, Yihao Zhou, Visar Berisha |
| 2025 | ICASSP | 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 |
| 2025 | ICASSP | Automated Extraction of Spatio-Semantic Graphs for Identifying Cognitive Impairment. | Si-Ioi Ng, Pranav S. Ambadi, Kimberly D. Mueller, Julie Liss, Visar Berisha |
| 2025 | ICASSP | The Impact of Decorrelation on Transformer Interpretation Methods: Applications to Clinical Speech AI. | Lingfeng Xu, Kimberly D. Mueller, Julie Liss, Visar Berisha |
| 2025 | ICCV | Witness Sensing for Verifying the Human Origin of Digital Media. | Isabella Lenz, Yu Rong, Daniel W. Bliss, Julie Liss, Visar Berisha |
| 2025 | Interspeech | Mitigating Overfitting During Speech Foundation Model Fine-tuning: Applications to Dysarthric Speech Detection. | Yan Xiong, Visar Berisha, Julie Liss, Chaitali Chakrabarti |
| 2024 | Interspeech | 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 |
| 2024 | Interspeech | 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 |
| 2024 | Interspeech | Improving Speech-Based Dysarthria Detection using Multi-task Learning with Gradient Projection. | Yan Xiong, Visar Berisha, Julie Liss, Chaitali Chakrabarti |
| 2024 | WSC | Advanced Tutorial: Label-Efficient Two-Sample Tests. | Weizhi Li, Visar Berisha, Gautam Dasarathy |
| 2023 | AISTATS | Smoothly Giving up: Robustness for Simple Models. | Tyler Sypherd, Nathaniel Stromberg, Richard Nock, Visar Berisha, Lalitha Sankar |
| 2023 | ICASSP | Does Human Speech Follow Benford's Law? | Leo Hsu, Visar Berisha |
| 2023 | ICASSP | Requirements For Mass Adoption Of Assistive Listening Technology By The General Public. | Thomas B. Kaufmann, Mehdi Foroogozar, Julie Liss, Visar Berisha |
| 2023 | ICASSP | Decorrelating Language Model Embeddings for Speech-Based Prediction of Cognitive Impairment. | Lingfeng Xu, Kimberly D. Mueller, Julie Liss, Visar Berisha |
| 2023 | Interspeech | Aligning Speech Enhancement for Improving Downstream Classification Performance. | Yan Xiong, Visar Berisha, Chaitali Chakrabarti |
| 2022 | Interspeech | Are reported accuracies in the clinical speech machine learning literature overoptimistic? | Visar Berisha, Chelsea Krantsevich, Gabriela Stegmann, Shira Hahn, Julie Liss |
| 2022 | Interspeech | Investigating the Impact of Speech Compression on the Acoustics of Dysarthric Speech. | Kelvin Tran, Lingfeng Xu, Gabriela Stegmann, Julie Liss, Visar Berisha, Rene Utianski |
| 2022 | UAI | A label efficient two-sample test. | Weizhi Li, Gautam Dasarathy, Karthikeyan Natesan Ramamurthy, Visar Berisha |
| 2021 | ICASSP | An Attention Model for Hypernasality Prediction in Children with Cleft Palate. | Vikram C. Mathad, Nancy Scherer, Kathy Chapman, Julie Liss, Visar Berisha |
| 2021 | Interspeech | 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 |
| 2021 | Interspeech | Restoring Degraded Speech via a Modified Diffusion Model. | Jianwei Zhang, Suren Jayasuriya, Visar Berisha |
| 2020 | AISTATS | Regularization via Structural Label Smoothing. | Weizhi Li, Gautam Dasarathy, Visar Berisha |
| 2020 | ICASSP | Deep Learning Based Prediction of Hypernasality for Clinical Applications. | Vikram C. Mathad, Kathy Chapman, Julie Liss, Nancy Scherer, Visar Berisha |
| 2020 | Interspeech | Compressing LSTM Networks with Hierarchical Coarse-Grain Sparsity. | Deepak Kadetotad, Jian Meng, Visar Berisha, Chaitali Chakrabarti, Jae-sun Seo |
| 2020 | Interspeech | UncommonVoice: A Crowdsourced Dataset of Dysphonic Speech. | Meredith Moore, Piyush Papreja, Michael Saxon, Visar Berisha, Sethuraman Panchanathan |
| 2019 | ICASSP | Objective Assessment of Vocal Tremor. | Jacob Peplinski, Visar Berisha, Julie Liss, Shira Hahn, Jeremy Shefner, Seward B. Rutkove, Kristin Qi, Kerisa Shelton |
| 2019 | ICASSP | Objective Measures of Plosive Nasalization in Hypernasal Speech. | Michael Saxon, Julie Liss, Visar Berisha |
| 2019 | ICASSP | Joint Optimization of Quantization and Structured Sparsity for Compressed Deep Neural Networks. | Gaurav Srivastava, Deepak Kadetotad, Shihui Yin, Visar Berisha, Chaitali Chakrabarti, Jae-sun Seo |
| 2019 | ICASSP | Investigating the Effects of Word Substitution Errors on Sentence Embeddings. | Rohit Voleti, Julie M. Liss, Visar Berisha |
| 2019 | Interspeech | Do Conversational Partners Entrain on Articulatory Precision? | Nichola Lubold, Stephanie A. Borrie, Tyson S. Barrett, Megan M. Willi, Visar Berisha |
| 2019 | Interspeech | Say What? A Dataset for Exploring the Error Patterns That Two ASR Engines Make. | Meredith Moore, Michael Saxon, Hemanth Venkateswara, Visar Berisha, Sethuraman Panchanathan |
| 2019 | Interspeech | 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 |
| 2019 | Interspeech | Residual + Capsule Networks (ResCap) for Simultaneous Single-Channel Overlapped Keyword Recognition. | Yan Xiong, Visar Berisha, Chaitali Chakrabarti |
| 2018 | FIE | Online Machine Learning Experiments in HTML5. | Abhinav Dixit, Uday Shankar Shanthamallu, Andreas Spanias, Visar Berisha, Mahesh K. Banavar |
| 2018 | ICASSP | Simulating Dysarthric Speech for Training Data Augmentation in Clinical Speech Applications. | Yishan Jiao, Ming Tu, Visar Berisha, Julie Liss |
| 2018 | ICASSP | 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, Visar Berisha |
| 2018 | ICASSP | Direct Ensemble Estimation of Density Functionals. | Alan Wisler, Kevin R. Moon, Visar Berisha |
| 2018 | Interspeech | Triplet Network with Attention for Speaker Diarization. | Huan Song, Megan M. Willi, Jayaraman J. Thiagarajan, Visar Berisha, Andreas Spanias |
| 2018 | Interspeech | Investigating the Role of L1 in Automatic Pronunciation Evaluation of L2 Speech. | Ming Tu, Anna Grabek, Julie Liss, Visar Berisha |
| 2018 | Interspeech | A Discriminative Acoustic-Prosodic Approach for Measuring Local Entrainment. | Megan M. Willi, Stephanie A. Borrie, Tyson S. Barrett, Ming Tu, Visar Berisha |
| 2017 | ACSSC | Improved finite-sample estimate of a nonparametric f-divergence. | Prad Kadambi, Alan Wisler, Visar Berisha |
| 2017 | ACSSC | Minimizing area and energy of deep learning hardware design using collective low precision and structured compression. | Shihui Yin, Gaurav Srivastava, Shreyas K. Venkataramanaiah, Chaitali Chakrabarti, Visar Berisha, Jae-sun Seo |
| 2017 | ICASSP | Interpretable phonological features for clinical applications. | Yishan Jiao, Visar Berisha, Julie Liss |
| 2017 | ICASSP | Objective assessment of pathological speech using distribution regression. | Ming Tu, Visar Berisha, Julie Liss |
| 2017 | Interspeech | 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 |
| 2017 | Interspeech | Interpretable Objective Assessment of Dysarthric Speech Based on Deep Neural Networks. | Ming Tu, Visar Berisha, Julie Liss |
| 2016 | ACSSC | Models for objective evaluation of dysarthric speech from data annotated by multiple listeners. | Ming Tu, Yishan Jiao, Visar Berisha, Julie M. Liss |
| 2016 | ICASSP | Online speaking rate estimation using recurrent neural networks. | Yishan Jiao, Ming Tu, Visar Berisha, Julie M. Liss |
| 2016 | ICASSP | Ranking the parameters of deep neural networks using the fisher information. | Ming Tu, Visar Berisha, Martin Woolf, Jae-sun Seo, Yu Cao |
| 2016 | ICASSP | Empirically-estimable multi-class classification bounds. | Alan Wisler, Visar Berisha, Dennis Wei, Karthikeyan Ramamurthy, Andreas Spanias |
| 2016 | Interspeech | 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 |
| 2016 | Interspeech | A Convex Model for Linguistic Influence in Group Conversations. | Kan Kawabata, Visar Berisha, Anna Scaglione, Amy LaCross |
| 2015 | ACSSC | Estimating speaking rate in spontaneous discourse. | Yishan Jiao, Visar Berisha, Ming Tu, Timothy Huston, Julie M. Liss |
| 2015 | ICASSP | Removing data with noisy responses in regression analysis. | Alan Wisler, Visar Berisha, Karthikeyan Ramamurthy, Andreas Spanias, Julie Liss |
| 2014 | ICASSP | Modeling pathological speech perception from data with similarity labels. | Visar Berisha, Julie Liss, Steven Sandoval, Rene Utianski, Andreas Spanias |
| 2013 | ICASSP | Selecting disorder-specific features for speech pathology fingerprinting. | Visar Berisha, Steven Sandoval, Rene Utianski, Julie Liss, Andreas Spanias |
| 2013 | ICASSP | Towards a clinical tool for automatic intelligibility assessment. | Visar Berisha, Rene Utianski, Julie Liss |
| 2010 | ICASSP | An auditory-domain based speech enhancement algorithm. | Harish Krishnamoorthi, Andreas Spanias, Visar Berisha, Homin Kwon, Harvey D. Thornburg |
| 2009 | ICASSP | Low-complexity sinusoidal component selection using loudness patterns. | Harish Krishnamoorthi, Visar Berisha, Andreas Spanias, Homin Kwon |
| 2009 | ICASSP | Energy-constrained discriminant analysis. | Scott Philips, Visar Berisha, Andreas Spanias |
| 2009 | ISCAS | A Sensor Network for Real-time Acoustic Scene Analysis. | Homin Kwon, Harish Krishnamoorthi, Visar Berisha, Andreas Spanias |
| 2008 | ICASSP | A low-complexity loudness estimation algorithm. | Harish Krishnamoorthi, Visar Berisha, Andreas Spanias |
| 2007 | ICASSP | A Scalable Bandwidth Extension Algorithm. | Visar Berisha, Andreas Spanias |
| 2007 | ICASSP | Sparse Manifold Learning with Applications to SAR Image Classification. | Visar Berisha, Nitesh Shah, Donald E. Waagen, Harry Schmitt, Salvatore Bellofiore, Andreas Spanias, Douglas Cochran |
| 2007 | MMSP | Dual-Mode Wideband Speech Compression. | Visar Berisha, Andreas Spanias |
| 2006 | ICASSP | Real-Time Collaborative Monitoring in Wireless Sensor Networks. | Visar Berisha, Homin Kwon, Andreas Spanias |
| 2006 | ISCAS | Real-time acoustic monitoring using wireless sensor motes. | Visar Berisha, Homin Kwon, Andreas Spanias |
| 2006 | MMSP | Bandwidth Extension of Audio Based on Partial Loudness Criteria. | Visar Berisha, Andreas Spanias |
| 2005 | ICASSP | Interactive Java modules for the MPEG-1 psychoacoustic model [audio coding teaching applications]. | Yu Song, Andreas Spanias, Venkatraman Atti, Visar Berisha |
| 2005 | ISCAS | Enhancing vocoder performance for music signals. | Visar Berisha, Andreas Spanias |
| 2005 | MMSP | Enhancing the Quality of Coded Audio Using Perceptual Criteria. | Visar Berisha, Andreas S. Spanias |