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)

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

Hilbert spectral analysis of vowels using intrinsic mode functions. - Steven Sandoval; Phillip L. De Leon; Julie M. Liss (ASRU, 2015)

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

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)

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)

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)

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

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

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)

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

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)

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

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)

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)

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

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)

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)

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)

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

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