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ORCIDJulie M. Liss
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- affiliation: Arizona State University
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2020 – today
- 2024
[j11]Visar Berisha
, Julie M. Liss:
Responsible development of clinical speech AI: Bridging the gap between clinical research and technology. npj Digit. Medicine 7(1) (2024)- [c29]Sean Kinahan, Pouria Saidi, Ayoub Daliri, Julie Liss, Visar Berisha:
Achieving Reproducibility in EEG-Based Machine Learning. FAccT 2024: 1464-1474 - [i9]Si-Ioi Ng, Lingfeng Xu, Ingo Siegert, Nicholas Cummins, Nina R. Benway, Julie Liss, Visar Berisha:
A Tutorial on Clinical Speech AI Development: From Data Collection to Model Validation. CoRR abs/2410.21640 (2024) - 2023
- [j10]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: 86-95 (2023) - [j9]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: 1348-1359 (2023) - [c28]Thomas B. Kaufmann, Mehdi Foroogozar, Julie Liss, Visar Berisha:
Requirements For Mass Adoption Of Assistive Listening Technology By The General Public. ICASSP Workshops 2023: 1-5 - [c27]Lingfeng Xu, Kimberly D. Mueller, Julie Liss, Visar Berisha:
Decorrelating Language Model Embeddings for Speech-Based Prediction of Cognitive Impairment. ICASSP 2023: 1-5 - [i8]Thomas B. Kaufmann, Mehdi Foroogozar, Julie Liss, Visar Berisha:
Requirements for Mass Adoption of Assistive Listening Technology by the General Public. CoRR abs/2303.02523 (2023) - 2022
- [c26]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: 2263-2267 - [c25]Visar Berisha, Chelsea Krantsevich, Gabriela Stegmann, Shira Hahn, Julie Liss:
Are reported accuracies in the clinical speech machine learning literature overoptimistic? INTERSPEECH 2022: 2453-2457 - [i7]Sean Kinahan, Julie Liss, Visar Berisha:
TorchDIVA: An Extensible Computational Model of Speech Production built on an Open-Source Machine Learning Library. CoRR abs/2210.09334 (2022) - [i6]Jianwei Zhang, Julie Liss, Suren Jayasuriya, Visar Berisha:
Robust Vocal Quality Feature Embeddings for Dysphonic Voice Detection. CoRR abs/2211.09858 (2022) - 2021
- [j8]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) - [j7]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): 2986-2996 (2021) - [c24]Vikram C. Mathad, Nancy Scherer, Kathy Chapman, Julie Liss, Visar Berisha:
An Attention Model for Hypernasality Prediction in Children with Cleft Palate. ICASSP 2021: 7248-7252 - [c23]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: 1922-1926 - 2020
- [j6]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): 282-298 (2020) - [j5]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) - [j4]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) - [j3]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: 2511-2522 (2020) - [c22]Vikram C. Mathad, Kathy Chapman, Julie Liss, Nancy Scherer, Visar Berisha:
Deep Learning Based Prediction of Hypernasality for Clinical Applications. ICASSP 2020: 6554-6558
2010 – 2019
- 2019
- [c21]Jacob Peplinski, Visar Berisha, Julie Liss, Shira Hahn, Jeremy Shefner, Seward B. Rutkove, Kristin Qi, Kerisa Shelton:
Objective Assessment of Vocal Tremor. ICASSP 2019: 6386-6390 - [c20]Michael Saxon, Julie Liss, Visar Berisha:
Objective Measures of Plosive Nasalization in Hypernasal Speech. ICASSP 2019: 6520-6524 - [c19]Rohit Voleti, Julie M. Liss, Visar Berisha:
Investigating the Effects of Word Substitution Errors on Sentence Embeddings. ICASSP 2019: 7315-7319 - [c18]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: 1433-1437 - [i5]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 abs/1904.10622 (2019) - [i4]Rohit Voleti, Julie M. Liss, Visar Berisha:
A Review of Language and Speech Features for Cognitive-Linguistic Assessment. CoRR abs/1906.01157 (2019) - [i3]Michael Saxon, Ayush Tripathi, Yishan Jiao, Julie Liss, Visar Berisha:
Robust Estimation of Hypernasality in Dysarthria. CoRR abs/1911.11360 (2019) - 2018
- [c17]Yishan Jiao, Ming Tu, Visar Berisha, Julie Liss:
Simulating Dysarthric Speech for Training Data Augmentation in Clinical Speech Applications. ICASSP 2018: 6009-6013 - [c16]Ming Tu, Anna Grabek, Julie Liss, Visar Berisha:
Investigating the Role of L1 in Automatic Pronunciation Evaluation of L2 Speech. INTERSPEECH 2018: 1636-1640 - [i2]Ming Tu, Anna Grabek, Julie Liss, Visar Berisha:
Investigating the role of L1 in automatic pronunciation evaluation of L2 speech. CoRR abs/1807.01738 (2018) - [i1]Rohit Voleti, Julie M. Liss, Visar Berisha:
Investigating the Effects of Word Substitution Errors on Sentence Embeddings. CoRR abs/1811.07021 (2018) - 2017
- [j2]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): 485-489 (2017) - [c15]Yishan Jiao, Visar Berisha, Julie Liss:
Interpretable phonological features for clinical applications. ICASSP 2017: 5045-5049 - [c14]Ming Tu, Visar Berisha, Julie Liss:
Objective assessment of pathological speech using distribution regression. ICASSP 2017: 5050-5054 - [c13]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: 1809-1813 - [c12]Ming Tu, Visar Berisha, Julie Liss:
Interpretable Objective Assessment of Dysarthric Speech Based on Deep Neural Networks. INTERSPEECH 2017: 1849-1853 - 2016
- [c11]Ming Tu, Yishan Jiao, Visar Berisha, Julie M. Liss:
Models for objective evaluation of dysarthric speech from data annotated by multiple listeners. ACSSC 2016: 827-830 - [c10]Alan Wisler, Visar Berisha, Andreas Spanias, Julie M. Liss:
Noise robust dysarthric speech classification using domain adaptation. DMIAF 2016: 135-138 - [c9]Yishan Jiao, Ming Tu, Visar Berisha, Julie M. Liss:
Online speaking rate estimation using recurrent neural networks. ICASSP 2016: 5245-5249 - [c8]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: 2388-2392 - 2015
- [j1]Yishan Jiao, Visar Berisha, Ming Tu, Julie Liss:
Convex Weighting Criteria for Speaking Rate Estimation. IEEE ACM Trans. Audio Speech Lang. Process. 23(9): 1421-1430 (2015) - [c7]Yishan Jiao, Visar Berisha, Ming Tu, Timothy Huston, Julie M. Liss:
Estimating speaking rate in spontaneous discourse. ACSSC 2015: 1189-1192 - [c6]Steven Sandoval, Phillip L. De Leon, Julie M. Liss:
Hilbert spectral analysis of vowels using intrinsic mode functions. ASRU 2015: 569-575 - [c5]Alan Wisler, Visar Berisha, Karthikeyan Ramamurthy, Andreas Spanias, Julie Liss:
Removing data with noisy responses in regression analysis. ICASSP 2015: 2066-2070 - 2014
- [c4]Visar Berisha, Julie Liss, Steven Sandoval, Rene Utianski, Andreas Spanias:
Modeling pathological speech perception from data with similarity labels. ICASSP 2014: 915-919 - [c3]Alan Wisler, Visar Berisha, Julie Liss, Andreas Spanias:
Domain invariant speech features using a new divergence measure. SLT 2014: 77-82 - 2013
- [b1]Visar Berisha, Steven Sandoval, Julie Liss:
Bandwidth Extension of Speech Using Perceptual Criteria. Synthesis Lectures on Algorithms and Software in Engineering, Morgan & Claypool Publishers 2013, ISBN 9781627053136, pp. 1-83 - [c2]Visar Berisha, Rene Utianski, Julie Liss:
Towards a clinical tool for automatic intelligibility assessment. ICASSP 2013: 2825-2828 - [c1]Visar Berisha, Steven Sandoval, Rene Utianski, Julie Liss, Andreas Spanias:
Selecting disorder-specific features for speech pathology fingerprinting. ICASSP 2013: 7562-7566
Coauthor Index
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