Mark A. Clements

Orcid: 0000-0003-4518-5670

According to our database1, Mark A. Clements authored at least 116 papers between 1983 and 2023.

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Awards

IEEE Fellow

IEEE Fellow 2005, "For contributions to speech signal processing and robust speech recognition.".

Timeline

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Bibliography

2023
Combining uncertainty-aware predictive modeling and a bedtime <i>Smart Snack</i> intervention to prevent nocturnal hypoglycemia in people with type 1 diabetes on multiple daily injections.
J. Am. Medical Informatics Assoc., December, 2023

2022
Fitting parametric cure models in R using the packages cuRe and rstpm2.
Comput. Methods Programs Biomed., 2022

Found in Translation: Transforming Rules-Based Diabetes Phenotyping Algorithms into Reproducible Diabetes Cohorts from Real-World Data.
Proceedings of the AMIA 2022, 2022

2021
Capturing simple and complex time-dependent effects using flexible parametric survival models: A simulation study.
Commun. Stat. Simul. Comput., 2021

Asymptotically Exact and Fast Gaussian Copula Models for Imputation of Mixed Data Types.
Proceedings of the Asian Conference on Machine Learning, 2021

2020
A Deep Exploratory Mining Approach for Discovering Associations between Family History of Type 1 Diabetes and Autoimmune and Related Conditions.
Proceedings of the AMIA 2020, 2020

2017
E-Science technologies in a workflow for personalized medicine using cancer screening as a case study.
J. Am. Medical Informatics Assoc., 2017

Automatic analysis of LENA recordings for language assessment in children aged five to fourteen years with application to individuals with autism.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Paralinguistic Analysis of Children's Speech in Natural Environments.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

2016
Automated video-based assessment of surgical skills for training and evaluation in medical schools.
Int. J. Comput. Assist. Radiol. Surg., 2016

Adaptive Neuro-Fuzzy Inference System for Classification of Texts.
Proceedings of the Recent Developments and the New Direction in Soft-Computing Foundations and Applications, 2016

A parallel microsimulation package for modelling cancer screening policies.
Proceedings of the 12th IEEE International Conference on e-Science, 2016

2015
Multimodal Affect Classification at Various Temporal Lengths.
IEEE Trans. Affect. Comput., 2015

Formant-based feature extraction for emotion classification from speech.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Automated Assessment of Surgical Skills Using Frequency Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Combining acoustic and visual features to detect laughter in adults' speech.
Proceedings of the Auditory-Visual Speech Processing, 2015

2014
Spike Sorting by Joint Probabilistic Modeling of Neural Spike Trains and Waveforms.
Comput. Intell. Neurosci., 2014

Detection of children's paralinguistic events in interaction with caregivers.
Proceedings of the INTERSPEECH 2014, 2014

Sleep stage classification with cross frequency coupling.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Sentence-Level Subjectivity Detection Using Neuro-Fuzzy Models.
Proceedings of the 4th Workshop on Computational Approaches to Subjectivity, 2013

Remote smartphone monitoring for management of Parkinson's Disease.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

Spoken Web Search using an Ergodic Hidden Markov Model of Speech.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Detection of laughter in children's speech using spectral and prosodic acoustic features.
Proceedings of the INTERSPEECH 2013, 2013

Formant frequency tracking using Gaussian mixtures with maximum a posteriori adaptation.
Proceedings of the INTERSPEECH 2013, 2013

Decoding Children's Social Behavior.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2011
Joint modeling of observed inter-arrival times and waveform data with multiple hidden states for neural spike-sorting.
Proceedings of the IEEE International Conference on Acoustics, 2011

Joint waveform and firing rate spike-sorting for continuous extracellular traces.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Investigating the Use of Formant Based Features for Detection of Affective Dimensions in Speech.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

2010
A Study of the Classification on Neurons between Globus Pallidus Externus (GPe) Cells and Globus Pallidus Internus (GPi) Cells by Gaussian Mixture Models.
J. Next Gener. Inf. Technol., 2010

HMM adaptation using sparse Probabilistic Space Mapping for noisy speech.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Constrained probabilistic subspace maps applied to speech enhancement.
Proceedings of the INTERSPEECH 2009, 2009

Sparse probabilistic state mapping and its application to speech bandwidth expansion.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Critical Analysis of the Impact of Glottal Features in the Classification of Clinical Depression in Speech.
IEEE Trans. Biomed. Eng., 2008

Vocal tract area based formant tracking using particle filter.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
A Missing Data-based Feature Fusion Strategy for Noise-Robust Automatic Speech Recognition Using Noisy Sensors.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

An overview on automatic speech attribute transcription (ASAT).
Proceedings of the INTERSPEECH 2007, 2007

Vocal tract and area function estimation with both lip and glottal losses.
Proceedings of the INTERSPEECH 2007, 2007

Multi-Sensor Spectro-Temporal Comb Filtering for Speech Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2007

Voice/audio information retrieval: minimizing the need for human ears.
Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006
A Study of Perceptron Mapping Capability to Design Speech Event Detectors.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Noise Robust Aurora-2 Speech Recognition Employing a Codebook-Constrained Kalman Filter Preprocessor.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Application of E<i>alpha</i>Nets to Feature Recognition of Articulation Manner in Knowledge-Based Automatic Speech Recognition.
Proceedings of the Neural Nets, 16th Italian Workshop on Neural Nets, 2005

A framework for estimation of clean speech by fusion of outputs from multiple speech enhancement systems.
Proceedings of the INTERSPEECH 2005, 2005

Comparison of Autoregressive Parameter Estimation Algorithms for Speech Processing and Recognition.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Ultra Low Bit Rate Speech Coding Using an Ergodic Hidden Markov Model.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Neural Cell Type Recognition Between Globus Pallidus Externus and Globus Pallidus Internus By Gaussian Mixture Modeling.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Algorithm for automatic glottal waveform estimation without the reliance on precise glottal closure information.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Extended cluster information vector quantization (ECI-VQ) for robust classification.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Acoustic change detection and segment clustering of two-way telephone conversations.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Markov chain monte carlo methods for noise robust feature extraction using the autoregressive model.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Adaptive, acoustic noise suppression for speech enhancement.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Direct estimation of musical pitch contour from audio data.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Modification of formants in the line spectrum domain.
IEEE Signal Process. Lett., 2002

Phonetic Searching vs. LVCSR: How to Find What You Really Want in Audio Archives.
Int. J. Speech Technol., 2002

Automatic Speechreading with Applications to Human-Computer Interfaces.
EURASIP J. Adv. Signal Process., 2002

Speech coding and transmission for improved automatic recognition.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Using observation uncertainty in HMM decoding.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Bimodal fusion in audio-visual speech recognition.
Proceedings of the 2002 International Conference on Image Processing, 2002

Audio-visual speech recognition by speechreading.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

Visual speech feature extraction for improved speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2002

Estimation of speech spectra from whispers.
Proceedings of the IEEE International Conference on Acoustics, 2002

Features for melody spotting using hidden Markov models.
Proceedings of the IEEE International Conference on Acoustics, 2002

Automatic speechreading with application to speaker verification.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Obituary: M. W. Macon 1969-2001.
Comput. Speech Lang., 2001

Reconstruction of speech from whispers.
Proceedings of the Second International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2001

A multi-gigabit CMOS data recovery circuit using an analog parallel sampling technique.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Maximum-likelihood compensation of zero-memory nonlinearities in speech signals.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
A neuro-stimulus chip with telemetry unit for retinal prosthetic device.
IEEE J. Solid State Circuits, 2000

Unsupervised estimation of the human vocal tract length over sentence level utterances.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
An implantable power and data receiver and neuro-stimulus chip for a retinal prosthesis system.
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999

An enhanced ABS/OLA sinusoidal model for waveform synthesis in TTS.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

An algorithm for compression of wideband diverse speech and audio signals.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Audio signal noise reduction using multi-resolution sinusoidal modeling.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Hidden Markov modelling for SAR automatic target recognition.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Perceptual relevance of objectively measured descriptors for speaker characterization.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
Sinusoidal modeling and modification of unvoiced speech.
IEEE Trans. Speech Audio Process., 1997

The delay vernier pattern generation technique.
IEEE J. Solid State Circuits, 1997

The multimodal multipulse excitation vocoder.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Reliability assessment and evaluation of objectively measured descriptors for perceptual speaker characterization.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

A singing voice synthesis system based on sinusoidal modeling.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Clock Distribution Using Cooperative Ring Oscillators.
Proceedings of the 17th Conference on Advanced Research in VLSI (ARVLSI '97), 1997

1996
Simulation of real time image processing: MFA in VLSI.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Objectively measured descriptors applied to speaker characterization.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Optimal discriminant feature-based waveform recognition with neural networks.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Speech concatenation and synthesis using an overlap-add sinusoidal model.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
Source generator equalization and enhancement of spectral properties for robust speech recognition in noise and stress.
IEEE Trans. Speech Audio Process., 1995

The challenge of spoken language systems: research directions for the nineties.
IEEE Trans. Speech Audio Process., 1995

High Speed, Fine Resolution Pattern Generation Using the Matched Delay Technique.
Proceedings of the 1995 IEEE International Symposium on Circuits and Systems, ISCAS 1995, Seattle, Washington, USA, April 30, 1995

Synthesizing styled speech using the Klatt synthesizer.
Proceedings of the 1995 International Conference on Acoustics, 1995

Unsupervised pattern recognition for digital waveform classification from radiation detectors.
Proceedings of the 1995 International Conference on Acoustics, 1995

Modelling speech production using Yee's finite difference method.
Proceedings of the 1995 International Conference on Acoustics, 1995

A technique for high-speed, fine-resolution pattern generation and its CMOS implementation.
Proceedings of the 16th Conference on Advanced Research in VLSI (ARVLSI '95), 1995

1994
A projection-based likelihood measure for speech recognition in noise.
IEEE Trans. Speech Audio Process., 1994

1993
Application of the analysis of glottal excitation of stressed speech to speaking style modification.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Phonemic recognition using a large hidden Markov model.
IEEE Trans. Signal Process., 1992

Improvements to and applications of analysis of stressed speech using glottal waveforms.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

Speech recognition in noise using a projection-based likelihood measure for mixture density HMM's.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
Constrained iterative speech enhancement with application to speech recognition.
IEEE Trans. Signal Process., 1991

A Computationally Compact Divergence Measure for Speech Processing.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Compensation for recruitment of loudness in sensorineural hearing impairments using a sinusoidal model of speech.
Proceedings of the 1991 International Conference on Acoustics, 1991

On the phonetic structure of a large hidden Markov model.
Proceedings of the 1991 International Conference on Acoustics, 1991

Application of a weighted projection measure for robust hidden Markov model based speech recognition.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
Using a ring parallel processor for hidden Markov model training.
IEEE Trans. Acoust. Speech Signal Process., 1990

Analysis of glottal waveforms across stress styles.
Proceedings of the 1990 International Conference on Acoustics, 1990

1989
On causal linear phase IIR digital filters.
IEEE Trans. Acoust. Speech Signal Process., 1989

Stress compensation and noise reduction algorithms for robust speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 1989

1988
Reconstruction of a positive definite Toeplitz matrix from its sequence of minimum eigenvalues.
IEEE Trans. Acoust. Speech Signal Process., 1988

Constrained iterative speech enhancement with application to automatic speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 1988

An analysis-synthesis hidden Markov model of speech.
Proceedings of the IEEE International Conference on Acoustics, 1988

1987
Iterative speech enhancement with spectral constraints.
Proceedings of the IEEE International Conference on Acoustics, 1987

Hidden Markov model speech recognition based on Kalman filtering.
Proceedings of the IEEE International Conference on Acoustics, 1987

1986
An efficient algorithm for computing Pisarenko's harmonic decomposition using Levinson's recursion.
IEEE Trans. Acoust. Speech Signal Process., 1986

Hidden Markov models applied to very low bit rate speech coding.
Proceedings of the IEEE International Conference on Acoustics, 1986

1985
All-pole speech modeling with a maximally pulse-like residual.
Proceedings of the IEEE International Conference on Acoustics, 1985

Perceptual weightings and optimal pulse positioning in multipulse LPC speech coding.
Proceedings of the IEEE International Conference on Acoustics, 1985

1983
Speech processing for artificial tactile speech displays.
Proceedings of the IEEE International Conference on Acoustics, 1983


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