Max A. Little

According to our database1, Max A. Little authored at least 30 papers between 2005 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2019
Robust Bayesian Pitch Tracking Based on the Harmonic Model.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2019

Quality Control in Remote Speech Data Collection.
J. Sel. Topics Signal Processing, 2019

Causal bootstrapping.
CoRR, 2019

Automatic Quality Control and Enhancement for Voice-Based Remote Parkinson's Disease Detection.
CoRR, 2019

Adaptive probabilistic principal component analysis.
CoRR, 2019

Bayesian Pitch Tracking Based on the Harmonic Model.
CoRR, 2019

Quality Control of Voice Recordings in Remote Parkinson's Disease Monitoring Using the Infinite Hidden Markov Model.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Automated Quality Control for Sensor Based Symptom Measurement Performed Outside the Lab.
Sensors, 2018

Consumer Smartwatches for Collecting Self-Report and Sensor Data: App Design and Engagement.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

A Supervised Approach to Global Signal-to-Noise Ratio Estimation for Whispered and Pathological Voices.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Parametric Approach for Classification of Distortions in Pathological Voices.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
A Kalman-based fundamental frequency estimation algorithm.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Dominant Distortion Classification for Pre-Processing of Vowels in Remote Biomedical Voice Analysis.
Proceedings of the Interspeech 2017, 2017

2016
High Frequency Remote Monitoring of Parkinson's Disease via Smartphone: Platform Overview and Medication Response Detection.
CoRR, 2016

Predicting room occupancy with a single passive infrared (PIR) sensor through behavior extraction.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2014
High accuracy discrimination of Parkinson's disease participants from healthy controls using smartphones.
Proceedings of the IEEE International Conference on Acoustics, 2014

An efficient, approximate path-following algorithm for elastic net based nonlinear spike enhancement.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
The Virtuous Circle of the Quantified Self: A Human Computational Approach to Improved Health Outcomes.
Proceedings of the Handbook of Human Computation, 2013

Highly comparative time-series analysis: The empirical structure of time series and their methods.
CoRR, 2013

2012
Novel Speech Signal Processing Algorithms for High-Accuracy Classification of Parkinson's Disease.
IEEE Trans. Biomed. Engineering, 2012

Corrections to "Forecasting Depression in Bipolar Disorder".
IEEE Trans. Biomed. Engineering, 2012

Forecasting Depression in Bipolar Disorder.
IEEE Trans. Biomed. Engineering, 2012

2011
Mathematical Foundations of Nonlinear, Non-Gaussian, and Time-Varying Digital Speech Signal Processing.
Proceedings of the Advances in Nonlinear Speech Processing, 2011

Robust parsimonious selection of dysphonia measures for telemonitoring of Parkinson's disease symptom severity.
Proceedings of the 7th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2011

2010
Accurate Telemonitoring of Parkinson's Disease Progression by Noninvasive Speech Tests.
IEEE Trans. Biomed. Engineering, 2010

Enhanced classical dysphonia measures and sparse regression for telemonitoring of Parkinson's disease progression.
Proceedings of the IEEE International Conference on Acoustics, 2010

Sparse Bayesian step-filtering for high-throughput analysis of molecular machine dynamics.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Suitability of Dysphonia Measurements for Telemonitoring of Parkinson's Disease.
IEEE Trans. Biomed. Engineering, 2009

2006
Nonlinear, Biophysically-Informed Speech Pathology Detection.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
A Simple, Quasi-linear, Discrete Model of Vocal Fold Dynamics.
Proceedings of the Nonlinear Analyses and Algorithms for Speech Processing, 2005


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