Mark A. Clements

Publication Activity (10 Years)

Years Active: 1983-2023
Publications (10 Years): 8

Top Topics

Emotion Classification

Frequency Analysis

Visual Features

Top Venues

Comput. Intell. Neurosci.

Int. J. Comput. Assist. Radiol. Surg.

Publications

Clara Mosquera Lopez, Valentina Roquemen-Echeverri, Nichole S. Tyler, Susana R. Patton, Mark A. Clements, Corby K. Martin, Michael C. Riddell, Robin L. Gal, Melanie Gillingham, Leah M. Wilson, Jessica R. Castle, Peter G. Jacobs
intervention to prevent nocturnal hypoglycemia in people with type 1 diabetes on multiple daily injections. J. Am. Medical Informatics Assoc. 31 (1) (2023)
Rahul Pawar, Aaron Albin, Udit Gupta, Hrishikesh Rao, Caroline Carberry, Amarelle Hamo, Rebecca M. Jones, Catherine Lord, Mark A. Clements
Automatic analysis of LENA recordings for language assessment in children aged five to fourteen years with application to individuals with autism. BHI (2017)
Aneeq Zia, Yachna Sharma, Vinay Bettadapura, Eric L. Sarin, Thomas Ploetz, Mark A. Clements, Irfan A. Essa
Automated video-based assessment of surgical skills for training and evaluation in medical schools. Int. J. Comput. Assist. Radiol. Surg. 11 (9) (2016)
Kamil R. Aida-zade, Samir Rustamov, Mark A. Clements, Elshan Mustafayev
Adaptive Neuro-Fuzzy Inference System for Classification of Texts. WCSC (2016)
Jonathan C. Kim, Mark A. Clements
Multimodal Affect Classification at Various Temporal Lengths. IEEE Trans. Affect. Comput. 6 (4) (2015)
Aneeq Zia, Yachna Sharma, Vinay Bettadapura, Eric L. Sarin, Mark A. Clements, Irfan A. Essa
Automated Assessment of Surgical Skills Using Frequency Analysis. MICCAI (1) (2015)
Hrishikesh Rao, Zhefan Ye, Yin Li, Mark A. Clements, Agata Rozga, James M. Rehg
Combining acoustic and visual features to detect laughter in adults' speech. AVSP (2015)
Jonathan C. Kim, Mark A. Clements
Formant-based feature extraction for emotion classification from speech. TSP (2015)
Teresa H. Sanders, Mark McCurry, Mark A. Clements
Sleep stage classification with cross frequency coupling. EMBC (2014)
Hrishikesh Rao, Jonathan C. Kim, Mark A. Clements, Agata Rozga, Daniel S. Messinger
Detection of children's paralinguistic events in interaction with caregivers. INTERSPEECH (2014)
Brett Matthews, Mark A. Clements
Spike Sorting by Joint Probabilistic Modeling of Neural Spike Trains and Waveforms. Comput. Intell. Neurosci. 2014 (2014)
Teresa H. Sanders, Annaelle Devergnas, Thomas Wichmann, Mark A. Clements
Remote smartphone monitoring for management of Parkinson's Disease. PETRA (2013)
Jonathan C. Kim, Hrishikesh Rao, Mark A. Clements
Formant frequency tracking using Gaussian mixtures with maximum a posteriori adaptation. INTERSPEECH (2013)
James M. Rehg, Gregory D. Abowd, Agata Rozga, Mario Romero, Mark A. Clements, Stan Sclaroff, Irfan A. Essa, Opal Y. Ousley, Yin Li, Chanho Kim, Hrishikesh Rao, Jonathan C. Kim, Liliana Lo Presti, Jianming Zhang, Denis Lantsman, Jonathan Bidwell, Zhefan Ye
Decoding Children's Social Behavior. CVPR (2013)
Hrishikesh Rao, Jonathan C. Kim, Agata Rozga, Mark A. Clements
Detection of laughter in children's speech using spectral and prosodic acoustic features. INTERSPEECH (2013)
Jonathan C. Kim, Hrishikesh Rao, Mark A. Clements
Investigating the Use of Formant Based Features for Detection of Affective Dimensions in Speech. ACII (2) (2011)
Kaustubh Kalgaonkar, Mark A. Clements
HMM adaptation using sparse Probabilistic Space Mapping for noisy speech. ICASSP (2010)
Qiang Fu, Mark A. Clements, John W. Peifer, Klaus Mewes
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. 1 (2) (2010)
Kaustubh Kalgaonkar, Mark A. Clements
Sparse probabilistic state mapping and its application to speech bandwidth expansion. ICASSP (2009)
Kaustubh Kalgaonkar, Mark A. Clements
Constrained probabilistic subspace maps applied to speech enhancement. INTERSPEECH (2009)
Kaustubh Kalgaonkar, Mark A. Clements
Vocal tract area based formant tracking using particle filter. ICASSP (2008)
Elliot Moore, Mark A. Clements, John W. Peifer, Lydia Weisser
Critical Analysis of the Impact of Glottal Features in the Classification of Clinical Depression in Speech. IEEE Trans. Biomed. Eng. 55 (1) (2008)
Cenk Demiroglu, David V. Anderson, Mark A. Clements, Thomas P. Barnwell III
Multi-Sensor Spectro-Temporal Comb Filtering for Speech Enhancement. ICASSP (4) (2007)
Kaustubh Kalgaonkar, Mark A. Clements
Vocal tract and area function estimation with both lip and glottal losses. INTERSPEECH (2007)
Chin-Hui Lee, Mark A. Clements, Sorin Dusan, Eric Fosler-Lussier, Keith Johnson, Biing-Hwang Juang, Lawrence R. Rabiner
An overview on automatic speech attribute transcription (ASAT). INTERSPEECH (2007)
Cenk Demiroglu, David V. Anderson, Mark A. Clements
A Missing Data-based Feature Fusion Strategy for Noise-Robust Automatic Speech Recognition Using Noisy Sensors. ISCAS (2007)
Venkatesh Krishnan, Sabato Marco Siniscalchi, David V. Anderson, Mark A. Clements
Noise Robust Aurora-2 Speech Recognition Employing a Codebook-Constrained Kalman Filter Preprocessor. ICASSP (1) (2006)
Sabato Marco Siniscalchi, Mark A. Clements, Antonio Gentile, Giorgio Vassallo, Filippo Sorbello
A Study of Perceptron Mapping Capability to Design Speech Event Detectors. ICASSP (5) (2006)
Sabato Marco Siniscalchi, Jinyu Li, Giovanni Pilato, Giorgio Vassallo, Mark A. Clements, Antonio Gentile, Filippo Sorbello
Nets to Feature Recognition of Articulation Manner in Knowledge-Based Automatic Speech Recognition. WIRN/NAIS (2005)
Venkatesh Krishnan, Phil Spencer Whitehead, David V. Anderson, Mark A. Clements
A framework for estimation of clean speech by fusion of outputs from multiple speech enhancement systems. INTERSPEECH (2005)
Qiang Fu, Mark A. Clements, Klaus Mewes
Neural Cell Type Recognition Between Globus Pallidus Externus and Globus Pallidus Internus By Gaussian Mixture Modeling. ICASSP (1) (2005)
Robert W. Morris, Jon A. Arrowood, Mark A. Clements
Comparison of Autoregressive Parameter Estimation Algorithms for Speech Processing and Recognition. ICASSP (1) (2005)
Jon A. Arrowood, Mark A. Clements
Extended cluster information vector quantization (ECI-VQ) for robust classification. ICASSP (1) (2004)
Phil Spencer Whitehead, David V. Anderson, Mark A. Clements
Adaptive, acoustic noise suppression for speech enhancement. ICME (2003)
Xin Zhong, Mark A. Clements, Sung Lim
Acoustic change detection and segment clustering of two-way telephone conversations. INTERSPEECH (2003)
Robert W. Morris, Jon A. Arrowood, Mark A. Clements
Markov chain monte carlo methods for noise robust feature extraction using the autoregressive model. INTERSPEECH (2003)
Adriane Swaim Durey, Mark A. Clements
Direct estimation of musical pitch contour from audio data. ICASSP (5) (2003)
Robert W. Morris, Mark A. Clements
Modification of formants in the line spectrum domain. IEEE Signal Process. Lett. 9 (1) (2002)
Adriane Swaim Durey, Mark A. Clements
Features for melody spotting using hidden Markov models. ICASSP (2002)
Xiaozheng Zhang, Russell M. Mersereau, Mark A. Clements, Charles C. Broun
Visual speech feature extraction for improved speech recognition. ICASSP (2002)
Xiaozheng Zhang, Russell M. Mersereau, Mark A. Clements
Bimodal fusion in audio-visual speech recognition. ICIP (1) (2002)
Xin Zhong, Jon A. Arrowood, Mark A. Clements
Speech coding and transmission for improved automatic recognition. INTERSPEECH (2002)
Charles C. Broun, Xiaozheng Zhang, Russell M. Mersereau, Mark A. Clements
Automatic speechreading with application to speaker verification. ICASSP (2002)
Jon A. Arrowood, Mark A. Clements
Using observation uncertainty in HMM decoding. INTERSPEECH (2002)
Xiaozheng Zhang, Russell M. Mersereau, Mark A. Clements
Audio-visual speech recognition by speechreading. DSP (2002)
Xiaozheng Zhang, Charles C. Broun, Russell M. Mersereau, Mark A. Clements
Automatic Speechreading with Applications to Human-Computer Interfaces. EURASIP J. Adv. Signal Process. 2002 (11) (2002)
Robert W. Morris, Mark A. Clements
Estimation of speech spectra from whispers. ICASSP (2002)
Robert W. Morris, Mark A. Clements
Maximum-likelihood compensation of zero-memory nonlinearities in speech signals. ICASSP (2001)
Robert W. Morris, Mark A. Clements
Reconstruction of speech from whispers. MAVEBA (2001)
Burhan Necioglu, Mark A. Clements, Thomas P. Barnwell III
Unsupervised estimation of the human vocal tract length over sentence level utterances. ICASSP (2000)
Michael W. Macon, Mark A. Clements
An enhanced ABS/OLA sinusoidal model for waveform synthesis in TTS. EUROSPEECH (1999)
David V. Anderson, Mark A. Clements
Audio signal noise reduction using multi-resolution sinusoidal modeling. ICASSP (1999)
Trevor R. Trinkaus, Mark A. Clements
An algorithm for compression of wideband diverse speech and audio signals. ICASSP (1999)
Chanin Nilubol, Quoc H. Pham, Russell M. Mersereau, Mark J. T. Smith, Mark A. Clements
Hidden Markov modelling for SAR automatic target recognition. ICASSP (1998)
Burhan Necioglu, Mark A. Clements, Thomas P. Barnwell III, Astrid Schmidt-Nielsen
Perceptual relevance of objectively measured descriptors for speaker characterization. ICASSP (1998)
Michael W. Macon, Leslie Jensen-Link, James Oliverio, Mark A. Clements, E. Bryan George
A singing voice synthesis system based on sinusoidal modeling. ICASSP (1997)
Michael W. Macon, Mark A. Clements
Sinusoidal modeling and modification of unvoiced speech. IEEE Trans. Speech Audio Process. 5 (6) (1997)
Burhan Necioglu, Mark A. Clements, Thomas P. Barnwell III
Reliability assessment and evaluation of objectively measured descriptors for perceptual speaker characterization. ICASSP (1997)
Takahiro Unno, Thomas P. Barnwell III, Mark A. Clements
The multimodal multipulse excitation vocoder. ICASSP (1997)
Burhan Necioglu, Mark A. Clements, Thomas P. Barnwell III
Objectively measured descriptors applied to speaker characterization. ICASSP (1996)
Jianwei Miao, Mark A. Clements
Optimal discriminant feature-based waveform recognition with neural networks. ICASSP (1996)
Michael W. Macon, Mark A. Clements
Speech concatenation and synthesis using an overlap-add sinusoidal model. ICASSP (1996)
Kathleen E. Cummings, James G. Maloney, Mark A. Clements
Modelling speech production using Yee's finite difference method. ICASSP (1995)
John H. L. Hansen, Mark A. Clements
Source generator equalization and enhancement of spectral properties for robust speech recognition in noise and stress. IEEE Trans. Speech Audio Process. 3 (5) (1995)
Janet C. Rutledge, Kathleen E. Cummings, Daniel A. Lambert, Mark A. Clements
Synthesizing styled speech using the Klatt synthesizer. ICASSP (1995)
Jianwei Miao, Mark A. Clements
Unsupervised pattern recognition for digital waveform classification from radiation detectors. ICASSP (1995)
Beth A. Carlson, Mark A. Clements
A projection-based likelihood measure for speech recognition in noise. IEEE Trans. Speech Audio Process. 2 (1) (1994)
Kathleen E. Cummings, Mark A. Clements
Application of the analysis of glottal excitation of stressed speech to speaking style modification. ICASSP (2) (1993)
Beth A. Carlson, Mark A. Clements
Speech recognition in noise using a projection-based likelihood measure for mixture density HMM's. ICASSP (1992)
Kathleen E. Cummings, Mark A. Clements
Improvements to and applications of analysis of stressed speech using glottal waveforms. ICASSP (1992)
David J. Pepper, Mark A. Clements
Phonemic recognition using a large hidden Markov model. IEEE Trans. Signal Process. 40 (6) (1992)
Beth A. Carlson, Mark A. Clements
Application of a weighted projection measure for robust hidden Markov model based speech recognition. ICASSP (1991)
Beth A. Carlson, Mark A. Clements
A Computationally Compact Divergence Measure for Speech Processing. IEEE Trans. Pattern Anal. Mach. Intell. 13 (12) (1991)
Janet C. Rutledge, Mark A. Clements
Compensation for recruitment of loudness in sensorineural hearing impairments using a sinusoidal model of speech. ICASSP (1991)
David J. Pepper, Mark A. Clements
On the phonetic structure of a large hidden Markov model. ICASSP (1991)
John H. L. Hansen, Mark A. Clements
Constrained iterative speech enhancement with application to speech recognition. IEEE Trans. Signal Process. 39 (4) (1991)
Kathleen E. Cummings, Mark A. Clements
Analysis of glottal waveforms across stress styles. ICASSP (1990)
David J. Pepper, Thomas P. Barnwell III, Mark A. Clements
Using a ring parallel processor for hidden Markov model training. IEEE Trans. Acoust. Speech Signal Process. 38 (2) (1990)
Mark A. Clements, Jerrold W. Pease
On causal linear phase IIR digital filters. IEEE Trans. Acoust. Speech Signal Process. 37 (4) (1989)
John H. L. Hansen, Mark A. Clements
Stress compensation and noise reduction algorithms for robust speech recognition. ICASSP (1989)
Mark A. Clements, Steven H. Isabelle
Reconstruction of a positive definite Toeplitz matrix from its sequence of minimum eigenvalues. IEEE Trans. Acoust. Speech Signal Process. 36 (11) (1988)
John H. L. Hansen, Mark A. Clements
Constrained iterative speech enhancement with application to automatic speech recognition. ICASSP (1988)
Eric P. Farges, Mark A. Clements
An analysis-synthesis hidden Markov model of speech. ICASSP (1988)
John H. L. Hansen, Mark A. Clements
Iterative speech enhancement with spectral constraints. ICASSP (1987)
Mark A. Clements, Sungjae Lim
Hidden Markov model speech recognition based on Kalman filtering. ICASSP (1987)
Monson H. Hayes III, Mark A. Clements
An efficient algorithm for computing Pisarenko's harmonic decomposition using Levinson's recursion. IEEE Trans. Acoust. Speech Signal Process. 34 (3) (1986)
Eric P. Farges, Mark A. Clements
Hidden Markov models applied to very low bit rate speech coding. ICASSP (1986)
H. A. Hawkins, D. Mitchell Wilkes, Mark A. Clements, Monson H. Hayes III
Perceptual weightings and optimal pulse positioning in multipulse LPC speech coding. ICASSP (1985)
Richard C. Rose, Mark A. Clements
All-pole speech modeling with a maximally pulse-like residual. ICASSP (1985)
Mark A. Clements, Louis D. Braida, Nathaniel I. Durlach
Speech processing for artificial tactile speech displays. ICASSP (1983)