Visar Berisha
Orcid: 0000-0001-8804-8874
According to our database1,
Visar Berisha
authored at least 107 papers
between 2005 and 2024.
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Bibliography
2024
Responsible development of clinical speech AI: Bridging the gap between clinical research and technology.
npj Digit. Medicine, 2024
Orthogonality and graph divergence losses promote disentanglement in generative models.
Frontiers Comput. Sci., 2024
A Tutorial on Clinical Speech AI Development: From Data Collection to Model Validation.
CoRR, 2024
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024
2023
IEEE ACM Trans. Audio Speech Lang. Process., 2023
Consonant-Vowel Transition Models Based on Deep Learning for Objective Evaluation of Articulation.
IEEE ACM Trans. Audio Speech Lang. Process., 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Decorrelating Language Model Embeddings for Speech-Based Prediction of Cognitive Impairment.
Proceedings of the IEEE International Conference on Acoustics, 2023
Requirements For Mass Adoption Of Assistive Listening Technology By The General Public.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
TorchDIVA: An Extensible Computational Model of Speech Production built on an Open-Source Machine Learning Library.
CoRR, 2022
Biomed. Signal Process. Control., 2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Investigating the Impact of Speech Compression on the Acoustics of Dysarthric Speech.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Are reported accuracies in the clinical speech machine learning literature overoptimistic?
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
2021
A Deep Learning Algorithm for Objective Assessment of Hypernasality in Children With Cleft Palate.
IEEE Trans. Biomed. Eng., 2021
Soc. Networks, 2021
Proceedings of the IEEE Workshop on Signal Processing Systems, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Robust Estimation of Hypernasality in Dysarthria With Acoustic Model Likelihood Features.
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Early detection and tracking of bulbar changes in ALS via frequent and remote speech analysis.
npj Digit. Medicine, 2020
Author Correction: Early detection and tracking of bulbar changes in ALS via frequent and remote speech analysis.
npj Digit. Medicine, 2020
A Review of Automated Speech and Language Features for Assessment of Cognitive and Thought Disorders.
IEEE J. Sel. Top. Signal Process., 2020
An 8.93 TOPS/W LSTM Recurrent Neural Network Accelerator Featuring Hierarchical Coarse-Grain Sparsity for On-Device Speech Recognition.
IEEE J. Solid State Circuits, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
EURASIP J. Audio Speech Music. Process., 2019
Guest Editorial: Algorithms and Architectures for Machine Learning Based Speech Processing.
Circuits Syst. Signal Process., 2019
CoRR, 2019
Residual + Capsule Networks (ResCap) for Simultaneous Single-Channel Overlapped Keyword Recognition.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Joint Optimization of Quantization and Structured Sparsity for Compressed Deep Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
A 8.93-TOPS/W LSTM Recurrent Neural Network Accelerator Featuring Hierarchical Coarse-Grain Sparsity With All Parameters Stored On-Chip.
Proceedings of the 45th IEEE European Solid State Circuits Conference, 2019
2018
IEEE Trans. Signal Process., 2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Simulating Dysarthric Speech for Training Data Augmentation in Clinical Speech Applications.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the IEEE Frontiers in Education Conference, 2018
2017
IEEE Signal Process. Lett., 2017
Neurocomputing, 2017
CoRR, 2017
Interpretable Objective Assessment of Dysarthric Speech Based on Deep Neural Networks.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Float Like a Butterfly Sting Like a Bee: Changes in Speech Preceded Parkinsonism Diagnosis for Muhammad Ali.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Minimizing area and energy of deep learning hardware design using collective low precision and structured compression.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
Empirically Estimable Classification Bounds Based on a Nonparametric Divergence Measure.
IEEE Trans. Signal Process., 2016
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Accent Identification by Combining Deep Neural Networks and Recurrent Neural Networks Trained on Long and Short Term Features.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the Digital Media Industry & Academic Forum, 2016
Models for objective evaluation of dysarthric speech from data annotated by multiple listeners.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
IEEE ACM Trans. Audio Speech Lang. Process., 2015
IEEE Signal Process. Lett., 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
2014
CoRR, 2014
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Synthesis Lectures on Algorithms and Software in Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01521-2, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2011
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
IEEE Signal Process. Lett., 2009
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Signal Process., 2008
Proceedings of the Third International Symposium on Wireless Pervasive Computing, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
EURASIP J. Audio Speech Music. Process., 2007
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
Interactive Java modules for the MPEG-1 psychoacoustic model [audio coding teaching applications].
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005