Tiago H. Falk

According to our database1, Tiago H. Falk authored at least 182 papers between 2004 and 2022.

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

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Bibliography

2022
Multi-level self-attentive TDNN: A general and efficient approach to summarize speech into discriminative utterance-level representations.
Speech Commun., 2022

Modulation Spectral Signal Representation for Quality Measurement and Enhancement of Wearable Device Data: A Technical Note.
Sensors, 2022

Cross-Language Speech Emotion Recognition Using Bag-of-Word Representations, Domain Adaptation, and Data Augmentation.
Sensors, 2022

Head-Mounted Display-Based Virtual Reality and Physiological Computing for Stroke Rehabilitation: A Systematic Review.
Frontiers Virtual Real., 2022

Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement.
CoRR, 2022

Human Influential Factors Assessment During At-Home Gaming with an Instrumented VR Headset.
Proceedings of the 14th International Conference on Quality of Multimedia Experience, 2022

Multisensory Immersive Experiences: A Pilot Study on Subjective and Instrumental Human Influential Factors Assessment.
Proceedings of the 14th International Conference on Quality of Multimedia Experience, 2022

Unobtrusive Monitoring of COPD Patients using Speech Collected from Smartwatches in the Wild.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Fusion of Modulation Spectral and Spectral Features with Symptom Metadata for Improved Speech-Based Covid-19 Detection.
Proceedings of the IEEE International Conference on Acoustics, 2022

How Generalizable and Interpretable are Speech-Based COVID-19 Detection Systems?: A Comparative Analysis and New System Proposal.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021
Feature Pooling of Modulation Spectrum Features for Improved Speech Emotion Recognition in the Wild.
IEEE Trans. Affect. Comput., 2021

Automatic speaker verification from affective speech using Gaussian mixture model based estimation of neutral speech characteristics.
Speech Commun., 2021

A comprehensive survey on multimodal medical signals fusion for smart healthcare systems.
Inf. Fusion, 2021

On the use of blind channel response estimation and a residual neural network to detect physical access attacks to speaker verification systems.
Comput. Speech Lang., 2021

Parametric Audio-visual Quality Measurement Based on Interpretable Fuzzy Logic.
Proceedings of the 13th International Conference on Quality of Multimedia Experience, 2021

Context-Aware Speech Stress Detection in Hospital Workers Using Bi-LSTM Classifiers.
Proceedings of the IEEE International Conference on Acoustics, 2021

Remote COPD Severity and Exacerbation Detection Using Heart Rate and Activity Data Measured from a Wearable Device.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Predicting Driver Stress Levels with a Sensor-Equipped Steering Wheel and a Quality-Aware Heart Rate Measurement Algorithm.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Alzheimer's Disease Diagnosis and Severity Level Detection Based on Electroencephalography Modulation Spectral "Patch" Features.
IEEE J. Biomed. Health Informatics, 2020

Generalized end-to-end detection of spoofing attacks to automatic speaker recognizers.
Comput. Speech Lang., 2020

QUALINET White Paper on Definitions of Immersive Media Experience (IMEx).
CoRR, 2020

TILES-2018: A longitudinal physiologic and behavioral data set of hospital workers.
CoRR, 2020

Improved motor imagery brain-computer interface performance via adaptive modulation filtering and two-stage classification.
Biomed. Signal Process. Control., 2020

Movement Artifact-Robust Mental Workload Assessment During Physical Activity Using Multi-Sensor Fusion.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Saccadic Eye Movement Classification Using ExG Sensors Embedded into a Virtual Reality Headset.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Initial Investigation into Neurophysiological Correlates of Argentine Tango Flow States: a Case Study.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

A Multi-condition Training Strategy for Countermeasures Against Spoofing Attacks to Speaker Recognizers.
Proceedings of the Odyssey 2020: The Speaker and Language Recognition Workshop, 2020

On The Performance of Time-Pooling Strategies for End-to-End Spoken Language Identification.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

An end-to-end approach for the verification problem: learning the right distance.
Proceedings of the 37th International Conference on Machine Learning, 2020

Enhancing Shoulder Pre-Movements Recognition Through EEG Riemannian Covariance Matrices For a BCI-based Exoskeleton.
Proceedings of the IEEE International Conference on Human-Machine Systems, 2020

An Ensemble Based Approach for Generalized Detection of Spoofing Attacks to Automatic Speaker Recognizers.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

EEG spectro-temporal amplitude modulation as a measurement of cortical hemodynamics: an EEG-fNIRS study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Prediction of Stress and Mental Workload during Police Academy Training Using Ultra-Short-Term Heart Rate Variability and Breathing Analysis.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Optimal filter characterization for photoplethysmography-based pulse rate and pulse power spectrum estimation.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Non-Intrusive Speech Quality Prediction Using Modulation Energies and LSTM-Network.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Multi-Scale Heart Beat Entropy Measures for Mental Workload Assessment of Ambulant Users.
Entropy, 2019

Residual convolutional neural network with attentive feature pooling for end-to-end language identification from short-duration speech.
Comput. Speech Lang., 2019

Adversarial target-invariant representation learning for domain generalization.
CoRR, 2019

Learning to navigate image manifolds induced by generative adversarial networks for unsupervised video generation.
CoRR, 2019

Deep learning-based electroencephalography analysis: a systematic review.
CoRR, 2019

Fusion of Motif- and Spectrum-Related Features for Improved EEG-Based Emotion Recognition.
Comput. Intell. Neurosci., 2019

Lossless electrocardiogram signal compression: A review of existing methods.
Biomed. Signal Process. Control., 2019

Why is Multimedia Quality of Experience Assessment a Challenging Problem?
IEEE Access, 2019

Mental Workload Assessment During Physical Activity Using Non-linear Movement Artefact Robust Electroencephalography Features.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

A Multimodal Approach to Improve the Robustness of Physiological Stress Prediction During Physical Activity.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Automated Alzheimer's Disease Diagnosis using a Low-Density EEG Layout and New Features based on the Power of Modulation Spectral "Patches".
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Cross-Subject Statistical Shift Estimation for Generalized Electroencephalography-based Mental Workload Assessment.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Towards the development of a non-intrusive objective quality measure for DNN-enhanced speech.
Proceedings of the 11th International Conference on Quality of Multimedia Experience QoMEX 2019, 2019

Intrusive Quality Measurement of Noisy and Enhanced Speech based on i-Vector Similarity.
Proceedings of the 11th International Conference on Quality of Multimedia Experience QoMEX 2019, 2019

Performance Comparison of Automated EEG Enhancement Algorithms for Mental Workload Assessment of Ambulant Users.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Fusion of Spectral and Spectro-Temporal EEG Features for Mental Workload Assessment Under Different Levels of Physical Activity.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

End-To-End Detection Of Attacks To Automatic Speaker Recognizers With Time-Attentive Light Convolutional Neural Networks.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Evaluating the Measurement of Driver Heart and Breathing Rates from a Sensor-Equipped Steering Wheel using Spectrotemporal Signal Processing.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Combining Speaker Recognition and Metric Learning for Speaker-Dependent Representation Learning.
Proceedings of the Interspeech 2019, 2019

Blind Channel Response Estimation for Replay Attack Detection.
Proceedings of the Interspeech 2019, 2019

Multi-objective training of Generative Adversarial Networks with multiple discriminators.
Proceedings of the 36th International Conference on Machine Learning, 2019

AMA: An Open-source Amplitude Modulation Analysis Toolkit for Signal Processing Applications.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

Breathing Rate Complexity Features for "In-the-Wild" Stress and Anxiety Measurement.
Proceedings of the 27th European Signal Processing Conference, 2019

End-to-End Language Identification Using a Residual Convolutional Neural Network with Attentive Temporal Pooling.
Proceedings of the 27th European Signal Processing Conference, 2019

Speech-Based Stress Classification based on Modulation Spectral Features and Convolutional Neural Networks.
Proceedings of the 27th European Signal Processing Conference, 2019

Stress and Anxiety Measurement "In-the-Wild" Using Quality-aware Multi-scale HRV Features.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A Comparative Study of Stress and Anxiety Estimation in Ecological Settings Using a Smart-shirt and a Smart-bracelet.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Prediction of Psychological Flexibility with multi-scale Heart Rate Variability and Breathing Features in an "in-the-wild" Setting.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

2018
Adaptive Spectro-Temporal Filtering for Electrocardiogram Signal Enhancement.
IEEE J. Biomed. Health Informatics, 2018

Speech Dereverberation With Context-Aware Recurrent Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Fusion of bottleneck, spectral and modulation spectral features for improved speaker verification of neutral and whispered speech.
Speech Commun., 2018

Visual Nonverbal Behavior Analysis: The Path Forward.
IEEE Multim., 2018

Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch.
CoRR, 2018

Early diagnosis of mild cognitive impairment and Alzheimer's with event-related potentials and event-related desynchronization in N-back working memory tasks.
Comput. Methods Programs Biomed., 2018

Resting-Awake EEG Amplitude Modulation can Predict Performance of an fNIRS-Based Neurofeedback Task.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

EEG Artifact Removal for Improved Automated Lane Change Detection while Driving.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

On the Analysis of EEG Features for Mental Workload Assessment During Physical Activity.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Towards a Neuro-Inspired No-Reference Instrumental Quality Measure for Text-to-Speech Systems.
Proceedings of the Tenth International Conference on Quality of Multimedia Experience, 2018

A Neurophysiological Sensor-Equipped Head-Mounted Display for Instrumental QoE Assessment of Immersive Multimedia.
Proceedings of the Tenth International Conference on Quality of Multimedia Experience, 2018

Investigating Speech Enhancement and Perceptual Quality for Speech Emotion Recognition.
Proceedings of the Interspeech 2018, 2018

Adversarial Examples Detection Using No-Reference Image Quality Features.
Proceedings of the 2018 International Carnahan Conference on Security Technology, 2018

Dual-Channel Modulation Energy Metric for Direct-to-Reverberation Ratio Estimation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Improved Audio-Visual Laughter Detection Via Multi-Scale Multi-Resolution Image Texture Features and Classifier Fusion.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Multimodal Assessment of Human Innovation Perception Based on Eye Tracking, Electroencephalography and Electrocardiography.
Proceedings of the 2018 IEEE Canadian Conference on Electrical & Computer Engineering, 2018

2017
Multimodal Physiological Quality-of-Experience Assessment of Text-to-Speech Systems.
IEEE J. Sel. Top. Signal Process., 2017

Electroencephalography Amplitude Modulation Analysis for Automated Affective Tagging of Music Video Clips.
Frontiers Comput. Neurosci., 2017

Fusion of auditory inspired amplitude modulation spectrum and cepstral features for whispered and normal speech speaker verification.
Comput. Speech Lang., 2017

Mental Task Evaluation for Hybrid NIRS-EEG Brain-Computer Interfaces.
Comput. Intell. Neurosci., 2017

Towards automated electroencephalography-based Alzheimer's disease diagnosis using portable low-density devices.
Biomed. Signal Process. Control., 2017

Audio-Visual Multimedia Quality Assessment: A Comprehensive Survey.
IEEE Access, 2017

Modulation spectrum based beamforming for speech enhancement.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

EEG coupling features: Towards mental workload measurement based on wearables.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Speech emotion recognition on mobile devices based on modulation spectral feature pooling and deep neural networks.
Proceedings of the 2017 IEEE International Symposium on Signal Processing and Information Technology, 2017

Combining left and right wrist vein images for personal verification.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Speech temporal dynamics fusion approaches for noise-robust reverberation time estimation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Event-related synchronisation responses to N-back memory tasks discriminate between healthy ageing, mild cognitive impairment, and mild Alzheimer's disease.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

An automated framework for emotional fMRI data analysis using covariance matrix.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Multimodal smartphone user authentication using touchstroke, phone-movement and face patterns.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Variants of mel-frequency cepstral coefficients for improved whispered speech speaker verification in mismatched conditions.
Proceedings of the 25th European Signal Processing Conference, 2017

Improved heart rate variability measurement based on modulation spectral processing of noisy electrocardiogram signals.
Proceedings of the 14th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2017

2016
MS-QI: A Modulation Spectrum-Based ECG Quality Index for Telehealth Applications.
IEEE Trans. Biomed. Eng., 2016

Relevance vector classifier decision fusion and EEG graph-theoretic features for automatic affective state characterization.
Neurocomputing, 2016

Using affective brain-computer interfaces to characterize human influential factors for speech quality-of-experience perception modelling.
Hum. centric Comput. Inf. Sci., 2016

Physiological quality-of-experience assessment of text-to-speech systems.
Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016

Laughter detection based on the fusion of local binary patterns, spectral and prosodic features.
Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016

A Quality Adaptive Multimodal Affect Recognition System for User-Centric Multimedia Indexing.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Performance comparison of intrusive and non-intrusive instrumental quality measures for enhanced speech.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016

Modeling the Operator Functional State for Emergency Response Management.
Proceedings of the 13th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2016

Feature mapping, score-, and feature-level fusion for improved normal and whispered speech speaker verification.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Adaptive Modulation Spectral Filtering for Improved Electrocardiogram Quality Enhancement.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Biometrics and classifier fusion to predict the fun-factor in video gaming.
Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

Predicting the quality of processed speech by combining modulation-based features and model trees.
Proceedings of the 12th ITG Symposium on Speech Communication, 2016

2015
Objective Quality and Intelligibility Prediction for Users of Assistive Listening Devices: Advantages and limitations of existing tools.
IEEE Signal Process. Mag., 2015

SRMR variants for improved blind room acoustics characterization.
CoRR, 2015

On Wavelet Decomposition over Finite Fields.
CoRR, 2015

PhySyQX: A database for physiological evaluation of synthesised speech quality-of-experience.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Affective state characterization based on electroencephalography graph-theoretic features.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Mutual information between inter-hemispheric EEG spectro-temporal patterns: A new feature for automated affect recognition.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

MuLES: An Open Source EEG Acquisition and Streaming Server for Quick and Simple Prototyping and Recording.
Proceedings of the 20th International Conference on Intelligent User Interfaces Companion, 2015

On the potential for artificial bandwidth extension of bone and tissue conducted speech: a mutual information study.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Online ECG quality assessment for context-aware wireless body area networks.
Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015

The effects of whispered speech on state-of-the-art voice based biometrics systems.
Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015

2014
Updating the SRMR-CI metric for improved intelligibility prediction for cochlear implant users.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Cochlear Implant Filterbank Design and Optimization: A Simulation Study.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Correction: EEG amplitude modulation analysis for semi-automated diagnosis of Alzheimer's disease.
EURASIP J. Adv. Signal Process., 2014

Model Fusion for Multimodal Depression Classification and Level Detection.
Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, 2014

An improved non-intrusive intelligibility metric for noisy and reverberant speech.
Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014

Improving the performance of far-field speaker verification using multi-condition training: the case of GMM-UBM and i-vector systems.
Proceedings of the INTERSPEECH 2014, 2014

Characterization of human emotions and preferences for text-to-speech systems using multimodal neuroimaging methods.
Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014

2013
Context awareness in WBANs: a survey on medical and non-medical applications.
IEEE Wirel. Commun., 2013

Whispered Speech Detection in Noise Using Auditory-Inspired Modulation Spectrum Features.
IEEE Signal Process. Lett., 2013

Objective speech intelligibility measurement for cochlear implant users in complex listening environments.
Speech Commun., 2013

An Investigation into the Relationship Between Perceived Quality-of-Experience and Virtual Acoustic Environments: the Case of 3D Audio Telephony.
J. Univers. Comput. Sci., 2013

Welcome message from the QoMEX 2013 chairs.
Proceedings of the Fourth International Workshop on Quality of Multimedia Experience, 2013

Subjective quality ratings and physiological correlates of synthesized speech.
Proceedings of the Fourth International Workshop on Quality of Multimedia Experience, 2013

User-Centric Quality of Experience Measurement.
Proceedings of the Mobile Computing, Applications, and Services, 2013

Predicting the bilateral advantage in cochlear implantees using a non-intrusive speech intelligibility measure.
Proceedings of the INTERSPEECH 2013, 2013

Neurophysiological experimental facility for Quality of Experience (QoE) assessment.
Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Very early detection of Autism Spectrum Disorders based on acoustic analysis of pre-verbal vocalizations of 18-month old toddlers.
Proceedings of the IEEE International Conference on Acoustics, 2013

Whispered speaker verification and gender detection using weighted instantaneous frequencies.
Proceedings of the IEEE International Conference on Acoustics, 2013

Towards an EEG-based biomarker for Alzheimer's disease: Improving amplitude modulation analysis features.
Proceedings of the IEEE International Conference on Acoustics, 2013

Non-intrusive objective speech quality and intelligibility prediction for hearing instruments in complex listening environments.
Proceedings of the IEEE International Conference on Acoustics, 2013

Cognitive, affective, and experience correlates of speech quality perception in complex listening conditions.
Proceedings of the IEEE International Conference on Acoustics, 2013

Objective characterization of human behavioural characteristics for QoE assessment: A pilot study on the use of electroencephalography features.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013

Classification of vibratory patterns of the upper airway during sleep.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Characterization of atypical vocal source excitation, temporal dynamics and prosody for objective measurement of dysarthric word intelligibility.
Speech Commun., 2012

EEG Amplitude Modulation Analysis for Semi-Automated Diagnosis of Alzheimer's Disease.
EURASIP J. Adv. Signal Process., 2012

Preliminary findings on image preference characterization based on neurophysiological signal analysis: Towards objective QoE modeling.
Proceedings of the Fourth International Workshop on Quality of Multimedia Experience, 2012

Performance Comparison of Algorithms for Blind Reverberation Time Estimation from Speech.
Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012

Towards objective measures of speech intelligibility for Cochlear Implant users in reverberant environments.
Proceedings of the 11th International Conference on Information Science, 2012

Performance Comparison of Intrusive Objective Speech Intelligibility and Quality Metrics for Cochlear Implant Users.
Proceedings of the INTERSPEECH 2012, 2012

Automated Dysarthria Severity Classification for Improved Objective Intelligibility Assessment of Spastic Dysarthric Speech.
Proceedings of the INTERSPEECH 2012, 2012

Quality-of-Experience perception for video streaming services: Preliminary subjective and objective results.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
Speech Quality Estimation: Models and Trends.
IEEE Signal Process. Mag., 2011

Automatic speech emotion recognition using modulation spectral features.
Speech Commun., 2011

On the development of a computer-based handwriting assessment tool to objectively quantify handwriting proficiency in children.
Comput. Methods Programs Biomed., 2011

Using acoustic measures to predict automatic speech recognition performance for dysarthric speakers.
Proceedings of the 7th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2011

An Assessment of the Improvement Potential of Time-Frequency Masking for Speech Dereverberation.
Proceedings of the INTERSPEECH 2011, 2011

Spectral Features for Automatic Blind Intelligibility Estimation of Spastic Dysarthric Speech.
Proceedings of the INTERSPEECH 2011, 2011

Quantifying perturbations in temporal dynamics for automated assessment of spastic dysarthric speech intelligibility.
Proceedings of the IEEE International Conference on Acoustics, 2011

EEG spectro-temporal modulation energy: A new feature for automated diagnosis of Alzheimer's disease.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Temporal Dynamics for Blind Measurement of Room Acoustical Parameters.
IEEE Trans. Instrum. Meas., 2010

A Non-Intrusive Quality and Intelligibility Measure of Reverberant and Dereverberated Speech.
IEEE Trans. Speech Audio Process., 2010

Modulation Spectral Features for Robust Far-Field Speaker Identification.
IEEE Trans. Speech Audio Process., 2010

Comparison of approaches for instrumentally predicting the quality of text-to-speech systems.
Proceedings of the INTERSPEECH 2010, 2010

Improving the performance of NIRS-based brain-computer interfaces in the presence of background auditory distractions.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Performance Study of Objective Speech Quality Measurement for Modern Wireless-VoIP Communications.
EURASIP J. Audio Speech Music. Process., 2009

Automatic recognition of speech emotion using long-term spectro-temporal features.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

2008
Hybrid Signal-and-Link-Parametric Speech Quality Measurement for VoIP Communications.
IEEE Trans. Speech Audio Process., 2008

Towards Signal-Based Instrumental Quality Diagnosis for Text-to-Speech Systems.
IEEE Signal Process. Lett., 2008

Long-term spectro-temporal information for improved automatic speech emotion classification.
Proceedings of the INTERSPEECH 2008, 2008

Spectro-temporal features for robust far-field speaker identification.
Proceedings of the INTERSPEECH 2008, 2008

2007
Single-Ended Quality Measurement of Noise Suppressed Speech Based on Kullback-Leibler Distances.
J. Multim., 2007

Degradation-classification assisted single-ended quality measurement of speech.
Proceedings of the INTERSPEECH 2007, 2007

Spectro-temporal processing for blind estimation of reverberation time and single-ended quality measurement of reverberant speech.
Proceedings of the INTERSPEECH 2007, 2007

Noise suppression based on extending a speech-dominated modulation band.
Proceedings of the INTERSPEECH 2007, 2007

A Hybrid Signal-and-Link-Parametric Approach to Single-Ended Quality Measurement of Packetized Speech.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Single-Ended Speech Quality Measurement Using Machine Learning Methods.
IEEE Trans. Speech Audio Process., 2006

Nonintrusive speech quality estimation using Gaussian mixture models.
IEEE Signal Process. Lett., 2006

Enhanced Non-Intrusive Speech Quality Measurement Using Degradation Models.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Breast Cancer Prognosis via Gaussian Mixture Regression.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

2005
An improved GMM-based voice quality predictor.
Proceedings of the INTERSPEECH 2005, 2005

Non-Intrusive GMM-Based Speech Quality Measurement.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A sequential feature selection algorithm for GMM-based speech quality estimation.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Finite-state Markov modeling of correlated Rician-fading channels.
IEEE Trans. Veh. Technol., 2004

Speech quality estimation using Gaussian mixture models.
Proceedings of the INTERSPEECH 2004, 2004


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