Julie Liss

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 26

Top Topics

Kullback Leibler

Speech Recognition

Divergence Measure

Top Venues

npj Digit. Medicine

Publications

Sean Kinahan, Pouria Saidi, Ayoub Daliri, Julie Liss, Visar Berisha
Achieving Reproducibility in EEG-Based Machine Learning. FAccT (2024)
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)
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)
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)
Visar Berisha, Chelsea Krantsevich, Gabriela Stegmann, Shira Hahn, Julie Liss
Are reported accuracies in the clinical speech machine learning literature overoptimistic? INTERSPEECH (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)
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)
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)
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)
Vikram C. Mathad, Kathy Chapman, Julie Liss, Nancy Scherer, Visar Berisha
Deep Learning Based Prediction of Hypernasality for Clinical Applications. ICASSP (2020)
Jacob Peplinski, Visar Berisha, Julie Liss, Shira Hahn, Jeremy Shefner, Seward B. Rutkove, Kristin Qi, Kerisa Shelton
Objective Assessment of Vocal Tremor. ICASSP (2019)
Michael Saxon, Julie Liss, Visar Berisha
Objective Measures of Plosive Nasalization in Hypernasal Speech. ICASSP (2019)
Michael Saxon, Ayush Tripathi, Yishan Jiao, Julie Liss, Visar Berisha
Robust Estimation of Hypernasality in Dysarthria. CoRR (2019)
Ming Tu, Anna Grabek, Julie Liss, Visar Berisha
Investigating the Role of L1 in Automatic Pronunciation Evaluation of L2 Speech. INTERSPEECH (2018)
Yishan Jiao, Ming Tu, Visar Berisha, Julie Liss
Simulating Dysarthric Speech for Training Data Augmentation in Clinical Speech Applications. ICASSP (2018)
Ming Tu, Anna Grabek, Julie Liss, Visar Berisha
Investigating the role of L1 in automatic pronunciation evaluation of L2 speech. CoRR (2018)
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)
Ming Tu, Visar Berisha, Julie Liss
Objective assessment of pathological speech using distribution regression. ICASSP (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)
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)
Alan Wisler, Visar Berisha, Julie Liss, Andreas Spanias
Domain invariant speech features using a new divergence measure. SLT (2014)
Visar Berisha, Steven Sandoval, Rene Utianski, Julie Liss, Andreas Spanias
Selecting disorder-specific features for speech pathology fingerprinting. ICASSP (2013)
Visar Berisha, Rene Utianski, Julie Liss
Towards a clinical tool for automatic intelligibility assessment. ICASSP (2013)