Speech quality estimation using Gaussian mixture models. - Tiago H. Falk; Wai-Yip Chan; Peter Kabal (INTERSPEECH, 2004)

Finite-state Markov modeling of correlated Rician-fading channels. - Cecilio Pimentel; Tiago H. Falk; Luciano Lisbôa (IEEE Trans. Veh. Technol., 2004)

A sequential feature selection algorithm for GMM-based speech quality estimation. - Tiago H. Falk; Wai-Yip Chan (EUSIPCO, 2005)

Non-Intrusive GMM-Based Speech Quality Measurement. - Tiago H. Falk; Qingfeng Xu; Wai-Yip Chan (ICASSP (1), 2005)

An improved GMM-based voice quality predictor. - Tiago H. Falk; Wai-Yip Chan; Peter Kabal (INTERSPEECH, 2005)

Breast Cancer Prognosis via Gaussian Mixture Regression. - Tiago H. Falk; Hagit Shatkay; Wai-Yip Chan (CCECE, 2006)

Enhanced Non-Intrusive Speech Quality Measurement Using Degradation Models. - Tiago H. Falk; Wai-Yip Chan (ICASSP (1), 2006)

Nonintrusive speech quality estimation using Gaussian mixture models. - Tiago H. Falk; Wai-Yip Chan (IEEE Signal Process. Lett., 2006)

Single-Ended Speech Quality Measurement Using Machine Learning Methods. - Tiago H. Falk; Wai-Yip Chan (IEEE Trans. Speech Audio Process., 2006)

A Hybrid Signal-and-Link-Parametric Approach to Single-Ended Quality Measurement of Packetized Speech. - Tiago H. Falk; Hua Yuan; Wai-Yip Chan (ICASSP (4), 2007)

Noise suppression based on extending a speech-dominated modulation band. - Tiago H. Falk; Svante Stadler; W. Bastiaan Kleijn; Wai-Yip Chan (INTERSPEECH, 2007)

Spectro-temporal processing for blind estimation of reverberation time and single-ended quality measurement of reverberant speech. - Tiago H. Falk; Hua Yuan; Wai-Yip Chan (INTERSPEECH, 2007)

Degradation-classification assisted single-ended quality measurement of speech. - Hua Yuan; Tiago H. Falk; Wai-Yip Chan (INTERSPEECH, 2007)

Single-Ended Quality Measurement of Noise Suppressed Speech Based on Kullback-Leibler Distances. - Tiago H. Falk; Hua Yuan; Wai-Yip Chan (J. Multim., 2007)

Improving Instrumental Quality Prediction Performance for the Blizzard Challenge. - Tiago H. Falk; Sebastian Möller 001; Vasilis Karaiskos; Simon King 001 (Blizzard Challenge, 2008)

Spectro-temporal features for robust far-field speaker identification. - Tiago H. Falk; Wai-Yip Chan (INTERSPEECH, 2008)

Long-term spectro-temporal information for improved automatic speech emotion classification. - Siqing Wu; Tiago H. Falk; Wai-Yip Chan (INTERSPEECH, 2008)

Towards Signal-Based Instrumental Quality Diagnosis for Text-to-Speech Systems. - Tiago H. Falk; Sebastian Möller 001 (IEEE Signal Process. Lett., 2008)

Hybrid Signal-and-Link-Parametric Speech Quality Measurement for VoIP Communications. - Tiago H. Falk; Wai-Yip Chan (IEEE Trans. Speech Audio Process., 2008)

Automatic recognition of speech emotion using long-term spectro-temporal features. - Siqing Wu; Tiago H. Falk; Wai-Yip Chan (DPS, 2009)

Performance Study of Objective Speech Quality Measurement for Modern Wireless-VoIP Communications. - Tiago H. Falk; Wai-Yip Chan (EURASIP J. Audio Speech Music. Process., 2009)

Comparison of Approaches for Instrumentally Predicting the Quality of Text-to-Speech Systems: Data from Blizzard Challenges 2008 and 2009. - Florian Hinterleitner; Sebastian Möller 001; Tiago H. Falk; Tim Polzehl (Blizzard Challenge, 2010)

Improving the performance of NIRS-based brain-computer interfaces in the presence of background auditory distractions. - Tiago H. Falk; Kelly Paton; Sarah D. Power; Tom Chau (ICASSP, 2010)

Comparison of approaches for instrumentally predicting the quality of text-to-speech systems. - Sebastian Möller 001; Florian Hinterleitner; Tiago H. Falk; Tim Polzehl (INTERSPEECH, 2010)

Modulation Spectral Features for Robust Far-Field Speaker Identification. - Tiago H. Falk; Wai-Yip Chan (IEEE Trans. Speech Audio Process., 2010)

A Non-Intrusive Quality and Intelligibility Measure of Reverberant and Dereverberated Speech. - Tiago H. Falk; Chenxi Zheng; Wai-Yip Chan (IEEE Trans. Speech Audio Process., 2010)

Temporal Dynamics for Blind Measurement of Room Acoustical Parameters. - Tiago H. Falk; Wai-Yip Chan (IEEE Trans. Instrum. Meas., 2010)

EEG spectro-temporal modulation energy: A new feature for automated diagnosis of Alzheimer's disease. - Lucas Trambaiolli; Tiago H. Falk; Francisco J. Fraga; Renato Anghinah; Ana Carolina Lorena (EMBC, 2011)

Quantifying perturbations in temporal dynamics for automated assessment of spastic dysarthric speech intelligibility. - Tiago H. Falk; Richard Hummel; Wai-Yip Chan (ICASSP, 2011)

Spectral Features for Automatic Blind Intelligibility Estimation of Spastic Dysarthric Speech. - Richard Hummel; Wai-Yip Chan; Tiago H. Falk (INTERSPEECH, 2011)

An Assessment of the Improvement Potential of Time-Frequency Masking for Speech Dereverberation. - Chenxi Zheng; Tiago H. Falk; Wai-Yip Chan (INTERSPEECH, 2011)

Using acoustic measures to predict automatic speech recognition performance for dysarthric speakers. - Kinfe Tadesse Mengistu; Frank Rudzicz; Tiago H. Falk (MAVEBA, 2011)

On the development of a computer-based handwriting assessment tool to objectively quantify handwriting proficiency in children. - Tiago H. Falk; Cynthia Tam; Heidi Schellnus; Tom Chau (Comput. Methods Programs Biomed., 2011)

Automatic speech emotion recognition using modulation spectral features. - Siqing Wu; Tiago H. Falk; Wai-Yip Chan (Speech Commun., 2011)

Speech Quality Estimation: Models and Trends. - Sebastian Möller 001; Wai-Yip Chan; Nicolas Côté; Tiago H. Falk; Alexander Raake; Marcel Wältermann (IEEE Signal Process. Mag., 2011)

Quality-of-Experience perception for video streaming services: Preliminary subjective and objective results. - Khalil ur Rehman Laghari; Omneya Issa; Filippo Speranza; Tiago H. Falk (APSIPA, 2012)

Automated Dysarthria Severity Classification for Improved Objective Intelligibility Assessment of Spastic Dysarthric Speech. - Milton Orlando Sarria-Paja; Tiago H. Falk (INTERSPEECH, 2012)

Performance Comparison of Intrusive Objective Speech Intelligibility and Quality Metrics for Cochlear Implant Users. - João Felipe Santos; Stefano Cosentino; Oldooz Hazrati; Philipos C. Loizou; Tiago H. Falk (INTERSPEECH, 2012)

Towards objective measures of speech intelligibility for Cochlear Implant users in reverberant environments. - Stefano Cosentino; Torsten Marquardt; David McAlpine; Tiago H. Falk (ISSPA, 2012)

Performance Comparison of Algorithms for Blind Reverberation Time Estimation from Speech. - Nikolay D. Gaubitch; Heinrich W. Löllmann; Marco Jeub; Tiago H. Falk; Patrick A. Naylor; Peter Vary; Mike Brookes (IWAENC, 2012)

Preliminary findings on image preference characterization based on neurophysiological signal analysis: Towards objective QoE modeling. - Tiago H. Falk; Yael Pomerantz; Khalil ur Rehman Laghari; Sebastian Möller 001; Tom Chau (QoMEX, 2012)

EEG Amplitude Modulation Analysis for Semi-Automated Diagnosis of Alzheimer's Disease. - Tiago H. Falk; Francisco J. Fraga; Lucas Trambaiolli; Renato Anghinah (EURASIP J. Adv. Signal Process., 2012)

Characterization of atypical vocal source excitation, temporal dynamics and prosody for objective measurement of dysarthric word intelligibility. - Tiago H. Falk; Wai-Yip Chan; Fraser Shein (Speech Commun., 2012)

Classification of vibratory patterns of the upper airway during sleep. - Hisham Alshaer; Frank Rudzicz; Tiago H. Falk; Wen-Hou Tseng; T. Douglas Bradley (EMBC, 2013)

Objective characterization of human behavioural characteristics for QoE assessment: A pilot study on the use of electroencephalography features. - Khalil ur Rehman Laghari; Rishabh Gupta; Jan-Niklas Antons; Robert Schleicher; Sebastian Möller 001; Tiago H. Falk (GLOBECOM Workshops, 2013)

Cognitive, affective, and experience correlates of speech quality perception in complex listening conditions. - Jan-Niklas Antons; Khalil ur Rehman Laghari; Sebastian Arndt; Robert Schleicher; Sebastian Möller 001; Douglas D. O'Shaughnessy; Tiago H. Falk (ICASSP, 2013)

Non-intrusive objective speech quality and intelligibility prediction for hearing instruments in complex listening environments. - Tiago H. Falk; Stefano Cosentino; João Felipe Santos; David Suelzle; Vijay Parsa (ICASSP, 2013)

Towards an EEG-based biomarker for Alzheimer's disease: Improving amplitude modulation analysis features. - Francisco J. Fraga; Tiago H. Falk; Lucas Trambaiolli; Eliezyer Fermino de Oliveira; Walter H. L. Pinaya; Paulo A. M. Kanda; Renato Anghinah (ICASSP, 2013)

Whispered speaker verification and gender detection using weighted instantaneous frequencies. - Milton Orlando Sarria-Paja; Tiago H. Falk; Douglas D. O'Shaughnessy (ICASSP, 2013)

Very early detection of Autism Spectrum Disorders based on acoustic analysis of pre-verbal vocalizations of 18-month old toddlers. - João Felipe Santos; Nirit Brosh; Tiago H. Falk; Lonnie Zwaigenbaum; Susan E. Bryson; Wendy Roberts; Isabel M. Smith; Peter Szatmari; Jessica A. Brian (ICASSP, 2013)

Neurophysiological experimental facility for Quality of Experience (QoE) assessment. - Khalil ur Rehman Laghari; Rishabh Gupta; Sebastian Arndt; Jan-Niklas Antons; Robert Schleicher; Sebastian Möller 001; Tiago H. Falk (IM, 2013)

Predicting the bilateral advantage in cochlear implantees using a non-intrusive speech intelligibility measure. - Stefano Cosentino; Tiago H. Falk; David McAlpine (INTERSPEECH, 2013)

User-Centric Quality of Experience Measurement. - Bachir Chihani; Khalil ur Rehman Laghari; Emmanuel Bertin; Denis Collange; Noël Crespi; Tiago H. Falk (MobiCASE, 2013)

Subjective quality ratings and physiological correlates of synthesized speech. - Sebastian Arndt; Jan-Niklas Antons; Rishabh Gupta; Khalil ur Rehman Laghari; Robert Schleicher; Sebastian Möller 001; Tiago H. Falk (QoMEX, 2013)

Welcome message from the QoMEX 2013 chairs. - Christian Timmerer; Patrick Le Callet; Martín Varela 001; Stefan Winkler 001; Tiago H. Falk; Raimund Schatz (QoMEX, 2013)

An Investigation into the Relationship Between Perceived Quality-of-Experience and Virtual Acoustic Environments: the Case of 3D Audio Telephony. - Khalil ur Rehman Laghari; Tiago H. Falk; Mansoor Hyder; Michael Haun; Christian Hoene; Noël Crespi (J. Univers. Comput. Sci., 2013)

Objective speech intelligibility measurement for cochlear implant users in complex listening environments. - João Felipe Santos; Stefano Cosentino; Oldooz Hazrati; Philipos C. Loizou; Tiago H. Falk (Speech Commun., 2013)

Whispered Speech Detection in Noise Using Auditory-Inspired Modulation Spectrum Features. - Milton Orlando Sarria-Paja; Tiago H. Falk (IEEE Signal Process. Lett., 2013)

Context awareness in WBANs: a survey on medical and non-medical applications. - Diana P. Tobón; Tiago H. Falk; Martin Maier 001 (IEEE Wirel. Commun., 2013)

Characterization of human emotions and preferences for text-to-speech systems using multimodal neuroimaging methods. - Khalil ur Rehman Laghari; Rishabh Gupta; Sebastian Arndt; Jan-Niklas Antons; Sebastian Möller 001; Tiago H. Falk (CCECE, 2014)

Improving the performance of far-field speaker verification using multi-condition training: the case of GMM-UBM and i-vector systems. - Anderson R. Avila; Milton Orlando Sarria-Paja; Francisco J. Fraga; Douglas D. O'Shaughnessy; Tiago H. Falk (INTERSPEECH, 2014)

An improved non-intrusive intelligibility metric for noisy and reverberant speech. - João Felipe Santos; Mohammed Senoussaoui; Tiago H. Falk (IWAENC, 2014)

Model Fusion for Multimodal Depression Classification and Level Detection. - Mohammed Senoussaoui; Milton Orlando Sarria-Paja; João Felipe Santos; Tiago H. Falk (AVEC@MM, 2014)

Correction: EEG amplitude modulation analysis for semi-automated diagnosis of Alzheimer's disease. - Tiago H. Falk; Francisco J. Fraga; Lucas Trambaiolli; Renato Anghinah (EURASIP J. Adv. Signal Process., 2014)

Cochlear Implant Filterbank Design and Optimization: A Simulation Study. - Stefano Cosentino; Tiago H. Falk; David McAlpine; Torsten Marquardt (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Updating the SRMR-CI metric for improved intelligibility prediction for cochlear implant users. - João Felipe Santos; Tiago H. Falk (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

The effects of whispered speech on state-of-the-art voice based biometrics systems. - Milton Orlando Sarria-Paja; Mohammed Senoussaoui; Tiago H. Falk (CCECE, 2015)

Online ECG quality assessment for context-aware wireless body area networks. - Diana P. Tobón; Tiago H. Falk (CCECE, 2015)

On the potential for artificial bandwidth extension of bone and tissue conducted speech: a mutual information study. - Rachel E. Bouserhal; Tiago H. Falk; Jérémie Voix (ICASSP, 2015)

MuLES: An Open Source EEG Acquisition and Streaming Server for Quick and Simple Prototyping and Recording. - Raymundo Cassani; Hubert J. Banville; Tiago H. Falk (IUI Companion, 2015)

Mutual information between inter-hemispheric EEG spectro-temporal patterns: A new feature for automated affect recognition. - Andrea Clerico; Rishabh Gupta; Tiago H. Falk (NER, 2015)

Affective state characterization based on electroencephalography graph-theoretic features. - Rishabh Gupta; Tiago H. Falk (NER, 2015)

PhySyQX: A database for physiological evaluation of synthesised speech quality-of-experience. - Rishabh Gupta; Hubert J. Banville; Tiago H. Falk (WASPAA, 2015)

On Wavelet Decomposition over Finite Fields. - Hélio M. de Oliveira; Tiago H. Falk (CoRR, 2015)

SRMR variants for improved blind room acoustics characterization. - Mohammed Senoussaoui; João Felipe Santos; Tiago H. Falk (CoRR, 2015)

Objective Quality and Intelligibility Prediction for Users of Assistive Listening Devices: Advantages and limitations of existing tools. - Tiago H. Falk; Vijay Parsa; João Felipe Santos; Kathryn Hoberg Arehart; Oldooz Hazrati; Rainer Huber; James M. Kates; Susan Scollie (IEEE Signal Process. Mag., 2015)

Predicting the quality of processed speech by combining modulation-based features and model trees. - Benjamin Cauchi; João Felipe Santos; Kai Siedenburg; Tiago H. Falk; Patrick A. Naylor; Simon Doclo; Stefan Goetze (ITG Symposium on Speech Communication, 2016)

Biometrics and classifier fusion to predict the fun-factor in video gaming. - Andrea Clerico; Cindy Chamberland; Mark Parent; Pierre-Emmanuel Michon; Sébastien Tremblay; Tiago H. Falk; Jean-Christophe Gagnon; Philip L. Jackson (CIG, 2016)

Adaptive Modulation Spectral Filtering for Improved Electrocardiogram Quality Enhancement. - Diana P. Tobón; Tiago H. Falk (CinC, 2016)

Feature mapping, score-, and feature-level fusion for improved normal and whispered speech speaker verification. - Milton Orlando Sarria-Paja; Mohammed Senoussaoui; Douglas D. O'Shaughnessy; Tiago H. Falk (ICASSP, 2016)

Modeling the Operator Functional State for Emergency Response Management. - Mark Parent; Jean-François Gagnon; Tiago H. Falk; Sébastien Tremblay (ISCRAM, 2016)

Performance comparison of intrusive and non-intrusive instrumental quality measures for enhanced speech. - Anderson R. Avila; Benjamin Cauchi; Stefan Goetze; Simon Doclo; Tiago H. Falk (IWAENC, 2016)

A Quality Adaptive Multimodal Affect Recognition System for User-Centric Multimedia Indexing. - Rishabh Gupta; Mojtaba Khomami Abadi; Jesús Alejandro Cárdenes Cabré; Fabio Morreale; Tiago H. Falk; Nicu Sebe (ICMR, 2016)

Laughter detection based on the fusion of local binary patterns, spectral and prosodic features. - Stefany Bedoya; Tiago H. Falk (MMSP, 2016)

Physiological quality-of-experience assessment of text-to-speech systems. - Rishabh Gupta; Tiago H. Falk (MMSP, 2016)

Using affective brain-computer interfaces to characterize human influential factors for speech quality-of-experience perception modelling. - Rishabh Gupta; Khalil ur Rehman Laghari; Hubert J. Banville; Tiago H. Falk (Hum. centric Comput. Inf. Sci., 2016)

Relevance vector classifier decision fusion and EEG graph-theoretic features for automatic affective state characterization. - Rishabh Gupta; Khalil ur Rehman Laghari; Tiago H. Falk (Neurocomputing, 2016)

MS-QI: A Modulation Spectrum-Based ECG Quality Index for Telehealth Applications. - Diana P. Tobón; Tiago H. Falk; Martin Maier 001 (IEEE Trans. Biomed. Eng., 2016)

Improved heart rate variability measurement based on modulation spectral processing of noisy electrocardiogram signals. - Diana P. Tobón; Srinivasan Jayaraman; Tiago H. Falk (BSN, 2017)

Variants of mel-frequency cepstral coefficients for improved whispered speech speaker verification in mismatched conditions. - Milton Orlando Sarria-Paja; Tiago H. Falk (EUSIPCO, 2017)

Multimodal smartphone user authentication using touchstroke, phone-movement and face patterns. - Zahid Akhtar; Attaullah Buriro; Bruno Crispo; Tiago H. Falk (GlobalSIP, 2017)

An automated framework for emotional fMRI data analysis using covariance matrix. - Vahab Youssofzadeh; Zahid Akhtar; Amir Mohammad Amiri; Tiago H. Falk (GlobalSIP, 2017)

Event-related synchronisation responses to N-back memory tasks discriminate between healthy ageing, mild cognitive impairment, and mild Alzheimer's disease. - Francisco J. Fraga; Leonardo A. Ferreira; Tiago H. Falk; Erin Johns; Natalie D. Phillips (ICASSP, 2017)

Speech temporal dynamics fusion approaches for noise-robust reverberation time estimation. - Mohammed Senoussaoui; João Felipe Santos; Tiago H. Falk (ICASSP, 2017)

Combining left and right wrist vein images for personal verification. - Mohamed Cheniti; Zahid Akhtar; Naceur-Eddine Boukezzoula; Tiago H. Falk (IPTA, 2017)

Speech emotion recognition on mobile devices based on modulation spectral feature pooling and deep neural networks. - Anderson R. Avila; João Monteiro 002; Douglas D. O'Shaughnessy; Tiago H. Falk (ISSPIT, 2017)

EEG coupling features: Towards mental workload measurement based on wearables. - Alexandre Drouin-Picaro; Isabela Albuquerque; Jean-François Gagnon; Daniel Lafond; Tiago H. Falk (SMC, 2017)

Modulation spectrum based beamforming for speech enhancement. - Sam Karimian-Azari; Tiago H. Falk (WASPAA, 2017)

Audio-Visual Multimedia Quality Assessment: A Comprehensive Survey. - Zahid Akhtar; Tiago H. Falk (IEEE Access, 2017)

Towards automated electroencephalography-based Alzheimer's disease diagnosis using portable low-density devices. - Raymundo Cassani; Tiago H. Falk; Francisco J. Fraga; Marco Cecchi; Dennis K. Moore; Renato Anghinah (Biomed. Signal Process. Control., 2017)

Mental Task Evaluation for Hybrid NIRS-EEG Brain-Computer Interfaces. - Hubert J. Banville; Rishabh Gupta; Tiago H. Falk (Comput. Intell. Neurosci., 2017)

Fusion of auditory inspired amplitude modulation spectrum and cepstral features for whispered and normal speech speaker verification. - Milton Orlando Sarria-Paja; Tiago H. Falk (Comput. Speech Lang., 2017)

Electroencephalography Amplitude Modulation Analysis for Automated Affective Tagging of Music Video Clips. - Andrea Clerico; Abhishek Tiwari 003; Rishabh Gupta; Srinivasan Jayaraman; Tiago H. Falk (Frontiers Comput. Neurosci., 2017)

Multimodal Physiological Quality-of-Experience Assessment of Text-to-Speech Systems. - Rishabh Gupta; Hubert J. Banville; Tiago H. Falk (IEEE J. Sel. Top. Signal Process., 2017)

Latent factor analysis for synthesized speech quality-of-experience assessment. - Rishabh Gupta; Tiago H. Falk (Qual. User Exp., 2017)

Multimodal Assessment of Human Innovation Perception Based on Eye Tracking, Electroencephalography and Electrocardiography. - Isabela Albuquerque; João Monteiro 002; Tiago H. Falk; Vuk Pavlovic; Ferdin Ephrem; Diana Lucaci (CCECE, 2018)

Improved Audio-Visual Laughter Detection Via Multi-Scale Multi-Resolution Image Texture Features and Classifier Fusion. - Zahid Akhtar; Stefany Bedoya; Tiago H. Falk (ICASSP, 2018)

Dual-Channel Modulation Energy Metric for Direct-to-Reverberation Ratio Estimation. - Sebastian Braun; João Felipe Santos; Emanuël A. P. Habets; Tiago H. Falk (ICASSP, 2018)

Adversarial Examples Detection Using No-Reference Image Quality Features. - Zahid Akhtar; João Monteiro 002; Tiago H. Falk (ICCST, 2018)

Investigating Speech Enhancement and Perceptual Quality for Speech Emotion Recognition. - Anderson R. Avila; Md. Jahangir Alam 001; Douglas D. O'Shaughnessy; Tiago H. Falk (INTERSPEECH, 2018)

A Neurophysiological Sensor-Equipped Head-Mounted Display for Instrumental QoE Assessment of Immersive Multimedia. - Raymundo Cassani; Marc-Antoine Moinnereau; Tiago H. Falk (QoMEX, 2018)

Towards a Neuro-Inspired No-Reference Instrumental Quality Measure for Text-to-Speech Systems. - Rishabh Gupta; Anderson R. Avila; Tiago H. Falk (QoMEX, 2018)

On the Analysis of EEG Features for Mental Workload Assessment During Physical Activity. - Isabela Albuquerque; Abhishek Tiwari 003; Jean-François Gagnon; Daniel Lafond; Mark Parent; Sébastien Tremblay; Tiago H. Falk (SMC, 2018)

EEG Artifact Removal for Improved Automated Lane Change Detection while Driving. - Marc-Antoine Moinnereau; Sam Karimian-Azari; Tsuyoshi Sakuma; Hidenori Boutani; Lucian Gheorghe; Tiago H. Falk (SMC, 2018)

Resting-Awake EEG Amplitude Modulation can Predict Performance of an fNIRS-Based Neurofeedback Task. - Lucas Trambaiolli; Raymundo Cassani; Claudinei Biazoli; Andre Mascioli Cravo; Joo Sato; Tiago H. Falk (SMC, 2018)

Early diagnosis of mild cognitive impairment and Alzheimer's with event-related potentials and event-related desynchronization in N-back working memory tasks. - Francisco J. Fraga; Godofredo Quispe Mamani; Erin Johns; Guilherme Tavares; Tiago H. Falk; Natalie A. Phillips (Comput. Methods Programs Biomed., 2018)

Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch. - João Monteiro 002; Zahid Akhtar; Tiago H. Falk (CoRR, 2018)

Visual Nonverbal Behavior Analysis: The Path Forward. - Zahid Akhtar; Tiago H. Falk (IEEE Multim., 2018)

Fusion of bottleneck, spectral and modulation spectral features for improved speaker verification of neutral and whispered speech. - Milton Orlando Sarria-Paja; Tiago H. Falk (Speech Commun., 2018)

Speech Dereverberation With Context-Aware Recurrent Neural Networks. - João Felipe Santos; Tiago H. Falk (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Adaptive Spectro-Temporal Filtering for Electrocardiogram Signal Enhancement. - Diana P. Tobón; Tiago H. Falk (IEEE J. Biomed. Health Informatics, 2018)

Prediction of Psychological Flexibility with multi-scale Heart Rate Variability and Breathing Features in an "in-the-wild" Setting. - Abhishek Tiwari 003; Jennifer L. Villatte; Shrikanth Narayanan; Tiago H. Falk (ACII Workshops, 2019)

A Comparative Study of Stress and Anxiety Estimation in Ecological Settings Using a Smart-shirt and a Smart-bracelet. - Abhishek Tiwari 003; Raymundo Cassani; Shrikanth S. Narayanan; Tiago H. Falk (EMBC, 2019)

Stress and Anxiety Measurement "In-the-Wild" Using Quality-aware Multi-scale HRV Features. - Abhishek Tiwari 003; Shrikanth S. Narayanan; Tiago H. Falk (EMBC, 2019)

Speech-Based Stress Classification based on Modulation Spectral Features and Convolutional Neural Networks. - Anderson R. Avila; Shruti Rajendra Kshirsagar; Abhishek Tiwari 003; Daniel Lafond; Douglas D. O'Shaughnessy; Tiago H. Falk (EUSIPCO, 2019)

End-to-End Language Identification Using a Residual Convolutional Neural Network with Attentive Temporal Pooling. - João Monteiro 002; Jahangir Alam 001; Gautam Bhattacharya; Tiago H. Falk (EUSIPCO, 2019)

Breathing Rate Complexity Features for "In-the-Wild" Stress and Anxiety Measurement. - Abhishek Tiwari 003; Shrikanth S. Narayanan; Tiago H. Falk (EUSIPCO, 2019)

AMA: An Open-source Amplitude Modulation Analysis Toolkit for Signal Processing Applications. - Raymundo Cassani; Isabela Albuquerque; João Monteiro 002; Tiago H. Falk (GlobalSIP, 2019)

Multi-objective training of Generative Adversarial Networks with multiple discriminators. - Isabela Albuquerque; João Monteiro 002; Thang Doan; Breandan Considine; Tiago H. Falk; Ioannis Mitliagkas (ICML, 2019)

Blind Channel Response Estimation for Replay Attack Detection. - Anderson R. Avila; Jahangir Alam 001; Douglas D. O'Shaughnessy; Tiago H. Falk (INTERSPEECH, 2019)

Combining Speaker Recognition and Metric Learning for Speaker-Dependent Representation Learning. - João Monteiro 002; Jahangir Alam 001; Tiago H. Falk (INTERSPEECH, 2019)

Evaluating the Measurement of Driver Heart and Breathing Rates from a Sensor-Equipped Steering Wheel using Spectrotemporal Signal Processing. - Raymundo Cassani; Tiago H. Falk; Atsushi Horai; Lucian Andrei Gheorghe (ITSC, 2019)

End-To-End Detection Of Attacks To Automatic Speaker Recognizers With Time-Attentive Light Convolutional Neural Networks. - João Monteiro 002; Jahangir Alam 001; Tiago H. Falk (MLSP, 2019)

Fusion of Spectral and Spectro-Temporal EEG Features for Mental Workload Assessment Under Different Levels of Physical Activity. - Isabela Albuquerque; Olivier Rosanne; Jean-François Gagnon; Sébastien Tremblay; Tiago H. Falk (NER, 2019)

Performance Comparison of Automated EEG Enhancement Algorithms for Mental Workload Assessment of Ambulant Users. - Olivier Rosanne; Isabela Albuquerque; Jean-François Gagnon; Sébastien Tremblay; Tiago H. Falk (NER, 2019)

Intrusive Quality Measurement of Noisy and Enhanced Speech based on i-Vector Similarity. - Anderson R. Avila; Jahangir Alam 001; Douglas D. O'Shaughnessy; Tiago H. Falk (QoMEX, 2019)

Towards the development of a non-intrusive objective quality measure for DNN-enhanced speech. - João Felipe Santos; Tiago H. Falk (QoMEX, 2019)

Cross-Subject Statistical Shift Estimation for Generalized Electroencephalography-based Mental Workload Assessment. - Isabela Albuquerque; João Monteiro 002; Olivier Rosanne; Abhishek Tiwari 003; Jean-François Gagnon; Tiago H. Falk (SMC, 2019)

Automated Alzheimer's Disease Diagnosis using a Low-Density EEG Layout and New Features based on the Power of Modulation Spectral "Patches". - Raymundo Cassani; Tiago H. Falk (SMC, 2019)

Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch. - João Monteiro 002; Isabela Albuquerque; Zahid Akhtar; Tiago H. Falk (SMC, 2019)

A Multimodal Approach to Improve the Robustness of Physiological Stress Prediction During Physical Activity. - Mark Parent; Abhishek Tiwari 003; Isabela Albuquerque; Jean-François Gagnon; Daniel Lafond; Sébastien Tremblay; Tiago H. Falk (SMC, 2019)

Mental Workload Assessment During Physical Activity Using Non-linear Movement Artefact Robust Electroencephalography Features. - Abhishek Tiwari 003; Isabela Albuquerque; Jean-François Gagnon; Daniel Lafond; Mark Parent; Sébastien Tremblay; Tiago H. Falk (SMC, 2019)

Why is Multimedia Quality of Experience Assessment a Challenging Problem? - Zahid Akhtar; Kamran Siddique; Ajita Rattani; Syaheerah Lebai Lutfi; Tiago H. Falk (IEEE Access, 2019)

Lossless electrocardiogram signal compression: A review of existing methods. - Abhishek Tiwari 003; Tiago H. Falk (Biomed. Signal Process. Control., 2019)

Fusion of Motif- and Spectrum-Related Features for Improved EEG-Based Emotion Recognition. - Abhishek Tiwari 003; Tiago H. Falk (Comput. Intell. Neurosci., 2019)

Deep learning-based electroencephalography analysis: a systematic review. - Yannick Roy; Hubert J. Banville; Isabela Albuquerque; Alexandre Gramfort; Tiago H. Falk; Jocelyn Faubert (CoRR, 2019)

Learning to navigate image manifolds induced by generative adversarial networks for unsupervised video generation. - Isabela Albuquerque; João Monteiro 002; Tiago H. Falk (CoRR, 2019)

Adversarial target-invariant representation learning for domain generalization. - Isabela Albuquerque; João Monteiro 002; Tiago H. Falk; Ioannis Mitliagkas (CoRR, 2019)

Residual convolutional neural network with attentive feature pooling for end-to-end language identification from short-duration speech. - João Monteiro 002; Jahangir Alam 001; Tiago H. Falk (Comput. Speech Lang., 2019)

Multi-Scale Heart Beat Entropy Measures for Mental Workload Assessment of Ambulant Users. - Abhishek Tiwari 003; Isabela Albuquerque; Mark Parent; Jean-François Gagnon; Daniel Lafond; Sébastien Tremblay; Tiago H. Falk (Entropy, 2019)

Non-Intrusive Speech Quality Prediction Using Modulation Energies and LSTM-Network. - Benjamin Cauchi; Kai Siedenburg; João Felipe Santos; Tiago H. Falk; Simon Doclo; Stefan Goetze (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Optimal filter characterization for photoplethysmography-based pulse rate and pulse power spectrum estimation. - Raymundo Cassani; Abhishek Tiwari 003; Tiago H. Falk (EMBC, 2020)

Prediction of Stress and Mental Workload during Police Academy Training Using Ultra-Short-Term Heart Rate Variability and Breathing Analysis. - Abhishek Tiwari 003; Raymundo Cassani; Jean-François Gagnon; Daniel Lafond; Sébastien Tremblay; Tiago H. Falk (EMBC, 2020)

EEG spectro-temporal amplitude modulation as a measurement of cortical hemodynamics: an EEG-fNIRS study. - Lucas R. Trambaiolli; Raymundo Cassani; Tiago H. Falk (EMBC, 2020)

An Ensemble Based Approach for Generalized Detection of Spoofing Attacks to Automatic Speaker Recognizers. - João Monteiro 002; Jahangir Alam 001; Tiago H. Falk (ICASSP, 2020)

Enhancing Shoulder Pre-Movements Recognition Through EEG Riemannian Covariance Matrices For a BCI-based Exoskeleton. - Yunier Prieur-Coloma; Ramón Amado Reinoso-Leblanch; Leondry Mayeta-Revilla; Denis Delisle Rodríguez; Teodiano Freire Bastos-Filho; Alberto López Delis; Lisset Balart-Fernández; Tiago H. Falk (ICHMS, 2020)

An end-to-end approach for the verification problem: learning the right distance. - João Monteiro 002; Isabela Albuquerque; Jahangir Alam 001; R. Devon Hjelm; Tiago H. Falk (ICML, 2020)

On The Performance of Time-Pooling Strategies for End-to-End Spoken Language Identification. - João Monteiro 002; Jahangir Alam 001; Tiago H. Falk (LREC, 2020)

A Multi-condition Training Strategy for Countermeasures Against Spoofing Attacks to Speaker Recognizers. - João Monteiro 002; Jahangir Alam 001; Tiago H. Falk (Odyssey, 2020)

Initial Investigation into Neurophysiological Correlates of Argentine Tango Flow States: a Case Study. - Raymundo Cassani; Abhishek Tiwari 003; Ilona Posner; Bruno Afonso; Tiago H. Falk (SMC, 2020)

Saccadic Eye Movement Classification Using ExG Sensors Embedded into a Virtual Reality Headset. - Marc-Antoine Moinnereau; Alcyr Oliveira; Tiago H. Falk (SMC, 2020)

Movement Artifact-Robust Mental Workload Assessment During Physical Activity Using Multi-Sensor Fusion. - Abhishek Tiwari 003; Raymundo Cassani; Jean-François Gagnon; Daniel Lafond; Sébastien Tremblay; Tiago H. Falk (SMC, 2020)

Improved motor imagery brain-computer interface performance via adaptive modulation filtering and two-stage classification. - Eliana M. Santos; Raymundo Cassani; Tiago H. Falk; Francisco J. Fraga (Biomed. Signal Process. Control., 2020)

TILES-2018: A longitudinal physiologic and behavioral data set of hospital workers. - Karel Mundnich; Brandon M. Booth; Michelle L'Hommedieu; Tiantian Feng; Benjamin Girault; Justin L'Hommedieu; Mackenzie Wildman; Sophia Skaaden; Amrutha Nadarajan; Jennifer L. Villatte; Tiago H. Falk; Kristina Lerman; et al. (CoRR, 2020)

QUALINET White Paper on Definitions of Immersive Media Experience (IMEx). - Andrew Perkis; Christian Timmerer; Sabina Barakovic; Jasmina Barakovic Husic; Søren Bech; Sebastian Bosse; Jean Botev; Kjell Brunnström; Luís Alberto da Silva Cruz; Katrien De Moor; Andrea de Polo Saibanti; Wouter Durnez; et al. (CoRR, 2020)

Generalized end-to-end detection of spoofing attacks to automatic speaker recognizers. - João Monteiro 002; Jahangir Alam 001; Tiago H. Falk (Comput. Speech Lang., 2020)

On the use of the i-vector speech representation for instrumental quality measurement. - Anderson R. Avila; Jahangir Alam 001; Douglas D. O'Shaughnessy; Tiago H. Falk (Qual. User Exp., 2020)

Non-intrusive speech quality prediction based on the blind estimation of clean speech and the i-vector framework. - Anderson R. Avila; Douglas D. O'Shaughnessy; Tiago H. Falk (Qual. User Exp., 2020)

Alzheimer's Disease Diagnosis and Severity Level Detection Based on Electroencephalography Modulation Spectral "Patch" Features. - Raymundo Cassani; Tiago H. Falk (IEEE J. Biomed. Health Informatics, 2020)

Predicting Driver Stress Levels with a Sensor-Equipped Steering Wheel and a Quality-Aware Heart Rate Measurement Algorithm. - Raymundo Cassani; Atsushi Horai; Lucian Andrei Gheorghe; Tiago H. Falk (EMBC, 2021)

Remote COPD Severity and Exacerbation Detection Using Heart Rate and Activity Data Measured from a Wearable Device. - Abhishek Tiwari 003; Salaar Liaqat; Daniyal Liaqat; Moshe Gabel; Eyal de Lara; Tiago H. Falk (EMBC, 2021)

Context-Aware Speech Stress Detection in Hospital Workers Using Bi-LSTM Classifiers. - Amr Gaballah; Abhishek Tiwari 003; Shrikanth Narayanan; Tiago H. Falk (ICASSP, 2021)

Parametric Audio-visual Quality Measurement Based on Interpretable Fuzzy Logic. - Fatima Boudjerida; Atidel Lahoulou; Tiago H. Falk; Zahid Akhtar (QoMEX, 2021)

On the use of blind channel response estimation and a residual neural network to detect physical access attacks to speaker verification systems. - Anderson R. Avila; Jahangir Alam 001; Fabiano O. Costa Prado; Douglas D. O'Shaughnessy; Tiago H. Falk (Comput. Speech Lang., 2021)

A comprehensive survey on multimodal medical signals fusion for smart healthcare systems. - Ghulam Muhammad; Fatima Alshehri; Fakhri Karray; Abdulmotaleb El-Saddik; Mansour Alsulaiman; Tiago H. Falk (Inf. Fusion, 2021)

Automatic speaker verification from affective speech using Gaussian mixture model based estimation of neutral speech characteristics. - Anderson R. Avila; Douglas D. O'Shaughnessy; Tiago H. Falk (Speech Commun., 2021)

Feature Pooling of Modulation Spectrum Features for Improved Speech Emotion Recognition in the Wild. - Anderson R. Avila; Zahid Akhtar; João Felipe Santos; Douglas D. O'Shaughnessy; Tiago H. Falk (IEEE Trans. Affect. Comput., 2021)

How Generalizable and Interpretable are Speech-Based COVID-19 Detection Systems?: A Comparative Analysis and New System Proposal. - Yi Zhu 011; Alex Mariakakis; Eyal de Lara; Tiago H. Falk (BHI, 2022)

Fusion of Modulation Spectral and Spectral Features with Symptom Metadata for Improved Speech-Based Covid-19 Detection. - Yi Zhu 011; Tiago H. Falk (ICASSP, 2022)

The Internet of Senses: A Position Paper on the Challenges and Opportunities of Multisensory Immersive Experiences for the Metaverse. - Tiago H. Falk; Long B. Le; Roberto Morandotti (MetroXRAINE, 2022)

Quantifying User Behaviour in Multisensory Immersive Experiences. - Reza Amini Gougeh; Belmir Jose de Jesus; Marilia Karla Soares Lopes; Marc-Antoine Moinnereau; Walter Schubert; Tiago H. Falk (MetroXRAINE, 2022)

Nat(UR)e: Quantifying the Relaxation Potential of Ultra-Reality Multisensory Nature Walk Experiences. - Marilia Karla Soares Lopes; Belmir Jose de Jesus; Marc-Antoine Moinnereau; Reza Amini Gougeh; Olivier M. Rosanne; Walter Schubert; Alcyr Alves de Oliveira; Tiago H. Falk (MetroXRAINE, 2022)

Unobtrusive Monitoring of COPD Patients using Speech Collected from Smartwatches in the Wild. - Tina Sedaghat; Salaar Liaqat; Daniyal Liaqat; Robert Wu; Andrea Gershon; Tatiana Son; Tiago H. Falk; Moshe Gabel; Alex Mariakakis; Eyal de Lara (PerCom Workshops, 2022)

Multisensory Immersive Experiences: A Pilot Study on Subjective and Instrumental Human Influential Factors Assessment. - Reza Amini Gougeh; Tiago H. Falk (QoMEX, 2022)

Human Influential Factors Assessment During At-Home Gaming with an Instrumented VR Headset. - Marc-Antoine Moinnereau; Alcyr Oliveira; Tiago H. Falk (QoMEX, 2022)

Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement. - Heitor R. Guimarães; Arthur Pimentel; Anderson R. Avila; Mehdi Rezagholizadeh; Tiago H. Falk (CoRR, 2022)

Estimating distribution shifts for predicting cross-subject generalization in electroencephalography-based mental workload assessment. - Isabela Albuquerque; João Monteiro 002; Olivier Rosanne; Tiago H. Falk (Frontiers Artif. Intell., 2022)

Head-Mounted Display-Based Virtual Reality and Physiological Computing for Stroke Rehabilitation: A Systematic Review. - Reza Amini Gougeh; Tiago H. Falk (Frontiers Virtual Real., 2022)

Instrumenting a virtual reality headset for at-home gamer experience monitoring and behavioural assessment. - Marc-Antoine Moinnereau; Alcyr Oliveira; Tiago H. Falk (Frontiers Virtual Real., 2022)

Immersive media experience: a survey of existing methods and tools for human influential factors assessment. - Marc-Antoine Moinnereau; Alcyr Alves de Oliveira; Tiago H. Falk (Qual. User Exp., 2022)

Cross-Language Speech Emotion Recognition Using Bag-of-Word Representations, Domain Adaptation, and Data Augmentation. - Shruti Rajendra Kshirsagar; Tiago H. Falk (Sensors, 2022)

Modulation Spectral Signal Representation for Quality Measurement and Enhancement of Wearable Device Data: A Technical Note. - Abhishek Tiwari 003; Raymundo Cassani; Shruti Rajendra Kshirsagar; Diana P. Tobón; Yi Zhu 011; Tiago H. Falk (Sensors, 2022)

Multi-level self-attentive TDNN: A general and efficient approach to summarize speech into discriminative utterance-level representations. - João Monteiro 002; Jahangir Alam 001; Tiago H. Falk (Speech Commun., 2022)

Quality-Aware Bag of Modulation Spectrum Features for Robust Speech Emotion Recognition. - Shruti Rajendra Kshirsagar; Tiago H. Falk (IEEE Trans. Affect. Comput., 2022)

Performance Comparison of Voice Activity Detectors for Acoustic Beehive Monitoring. - Mahsa Abdollahi; Nico Coallier; Pierre Giovenazzo; Tiago H. Falk (CCECE, 2023)

Robustdistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness. - Heitor R. Guimarães; Arthur Pimentel; Anderson R. Avila; Mehdi Rezagholizadeh; Boxing Chen; Tiago H. Falk (ICASSP, 2023)

On the Importance of Different Cough Phases for COVID-19 Detection. - Yi Zhu 011; Mahil Hussain Shaik; Tiago H. Falk (ICASSP, 2023)

Multisensory Immersive Experiences: From Monitoring of Human Influential Factors to New Applications in Healthcare. - Tiago Henrique Falk (IXR@MM, 2023)

On the Use of FOOOF for Electroencephalography Quality Measurement and Device Assessment. - Abhishek Tiwari 003; Gloria Wu; Katrina Innanen; Amin Mahnam; Bastien Moineau; Tiago H. Falk (SMC, 2023)

Assessing the Vulnerability of Self-Supervised Speech Representations for Keyword Spotting Under White-Box Adversarial Attacks. - Heitor R. Guimarães; Yi Zhu 011; Orson Mengara; Anderson R. Avila; Tiago H. Falk (SMC, 2023)

On the Impact of Voice Anonymization on Speech-Based COVID-19 Detection. - Yi Zhu 011; Mohamed Imoussaïne-Aïkous; Carolyn Côté-Lussier; Tiago H. Falk (CoRR, 2023)

An Exploration into the Performance of Unsupervised Cross-Task Speech Representations for "In the Wild" Edge Applications. - Heitor R. Guimarães; Arthur Pimentel; Anderson R. Avila; Mehdi Rezagholizadeh; Tiago H. Falk (CoRR, 2023)

On the Transferability of Whisper-based Representations for "In-the-Wild" Cross-Task Downstream Speech Applications. - Vamsikrishna Chemudupati; Marzieh S. Tahaei; Heitor R. Guimarães; Arthur Pimentel; Anderson R. Avila; Mehdi Rezagholizadeh; Boxing Chen; Tiago H. Falk (CoRR, 2023)

On the Impact of Quantization and Pruning of Self-Supervised Speech Models for Downstream Speech Recognition Tasks "In-the-Wild". - Arthur Pimentel; Heitor R. Guimarães; Anderson R. Avila; Mehdi Rezagholizadeh; Tiago H. Falk (CoRR, 2023)

MSPB: a longitudinal multi-sensor dataset with phenotypic trait measurements from honey bees. - Yi Zhu 011; Mahsa Abdollahi; Ségolène Maucourt; Nico Coallier; Heitor R. Guimarães; Pierre Giovenazzo; Tiago H. Falk (CoRR, 2023)

Task-specific speech enhancement and data augmentation for improved multimodal emotion recognition under noisy conditions. - Shruti Rajendra Kshirsagar; Anurag Pendyala; Tiago H. Falk (Frontiers Comput. Sci., 2023)

Towards instrumental quality assessment of multisensory immersive experiences using a biosensor-equipped head-mounted display. - Reza Amini Gougeh; Tiago H. Falk (Qual. User Exp., 2023)

Automated Multi-Wavelength Quality Assessment of Photoplethysmography Signals Using Modulation Spectrum Shape Features. - Abhishek Tiwari 003; Gordon Gray; Parker Bondi; Amin Mahnam; Tiago H. Falk (Sensors, 2023)

COVID-19 Detection via Fusion of Modulation Spectrum and Linear Prediction Speech Features. - Yi Zhu 011; Abhishek Tiwari 003; João Monteiro 002; Shruti Rajendra Kshirsagar; Tiago H. Falk (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Using multisensory virtual reality nature immersion as a therapeutic modality for improving HRV and cognitive functions in post-traumatic stress disorder: a pilot-study. - Belmir Jose de Jesus Junior; Léa Perreault; Marilia Karla Soares Lopes; Marie-Claude Roberge; Alcyr Alves de Oliveira; Tiago H. Falk (Frontiers Virtual Real., 2023)

MSPB: a longitudinal multi-sensor dataset with phenotypic trait measurements from honey bees. - Yi Zhu 011; Mahsa Abdollahi; Ségolène Maucourt; Nico Coallier; Heitor R. Guimarães; Pierre Giovenazzo; Tiago H. Falk (Zenodo, 2023)

EEG Amplitude Modulation Analysis across Mental Tasks: Towards Improved Active BCIs. - Olivier Rosanne; Alcyr Alves de Oliveira; Tiago H. Falk (Sensors, 2023)

Promoting Engagement in Remote Patient Monitoring Using Asynchronous Messaging. - Salaar Liaqat; Daniyal Liaqat; Tatiana Son; Tiago H. Falk; Robert Wu; Andrea S. Gershon; Eyal de Lara; Alex Mariakakis (CHI, 2024)

VIC-KD: Variance-Invariance-Covariance Knowledge Distillation to Make Keyword Spotting More Robust Against Adversarial Attacks. - Heitor R. Guimarães; Arthur Pimentel; Anderson R. Avila; Tiago H. Falk (ICASSP, 2024)

Characterizing the Temporal Dynamics of Universal Speech Representations for Generalizable Deepfake Detection. - Yi Zhu 011; Saurabh Powar; Tiago H. Falk (ICASSP Workshops, 2024)

Tracking user trust and mental states during cyber-attacks: A survey of existing methods and future research directions on AI-enabled decision-making for the Royal Canadian Navy. - G. Robert Arrabito; Ming Hou 002; Sebastian Fischmeister; Tiago H. Falk; Hannah Willoughby; Madison Cameron; Liam Foley; Sarah Normandin; Simon P. Banbury (ICHMS, 2024)

Cybersickness Marker Prediction Using a Biosensors-Instrumented VR Headset: A Pilot Study. - Marc-Antoine Moinnereau; Tiago H. Falk (ICHMS, 2024)

Biosensor-Instrumented xR Headsets: A Double-Edged Sword for User Identity and Privacy Management in the Metaverse. - Ihsân Grichi; Mina Jaberi; Tiago H. Falk (ISMAR-Adjunct, 2024)

Efficient Audio Deepfake Detection using WavLM with Early Exiting. - Arthur Pimentel; Yi Zhu 011; Heitor R. Guimarães; Tiago H. Falk (WIFS, 2024)

Backdoor Attacks to Deep Neural Networks: A Survey of the Literature, Challenges, and Future Research Directions. - Orson Mengara; Anderson R. Avila; Tiago H. Falk (IEEE Access, 2024)

An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task Learning. - Heitor R. Guimarães; Arthur Pimentel; Anderson R. Avila; Mehdi Rezagholizadeh; Boxing Chen; Tiago H. Falk (CoRR, 2024)

UrBAN: Urban Beehive Acoustics and PheNotyping Dataset. - Mahsa Abdollahi; Yi Zhu 011; Heitor R. Guimarães; Nico Coallier; Ségolène Maucourt; Pierre Giovenazzo; Tiago H. Falk (CoRR, 2024)

WavRx: a Disease-Agnostic, Generalizable, and Privacy-Preserving Speech Health Diagnostic Model. - Yi Zhu 011; Tiago H. Falk (CoRR, 2024)

Spectral-temporal saliency masks and modulation tensorgrams for generalizable COVID-19 detection. - Yi Zhu 011; Tiago H. Falk (Comput. Speech Lang., 2024)

Audio-visual-olfactory immersive digital nature exposure for stress and anxiety reduction: a systematic review on systems, outcomes, and challenges. - Marilia Karla Soares Lopes; Tiago H. Falk (Frontiers Virtual Real., 2024)

Stop to smell the virtual roses: a mixed-methods pilot study on the impact of multisensory virtual reality nature experiences on feelings of relaxation. - Marilia Karla Soares Lopes; Belmir Jose de Jesus; Olivier M. Rosanne; Susanna Pardini; Lora Appel; Christopher Smith; Tiago Henrique Falk (Frontiers Virtual Real., 2024)

On the Impact of Voice Anonymization on Speech Diagnostic Applications: A Case Study on COVID-19 Detection. - Yi Zhu 011; Mohamed Imoussaïne-Aïkous; Carolyn Côté-Lussier; Tiago H. Falk (IEEE Trans. Inf. Forensics Secur., 2024)

MSPB: a longitudinal multi-sensor dataset with phenotypic trait measurements from honey bees. - Yi Zhu 011; Mahsa Abdollahi; Ségolène Maucourt; Nico Coallier; Heitor R. Guimarães; Pierre Giovenazzo; Tiago H. Falk (Zenodo, 2024)

Generative AI for Personalized Multisensory Immersive Experiences: Challenges and Opportunities for Stress Reduction. - Marilia K. S. Lopes; Tiago H. Falk (VR Workshops, 2025)

To pre-process or not to pre-process? On the role of EEG enhancement for cybersickness characterization and the importance of amplitude modulation features. - Olivier Rosanne; Danielle Benesch; Gregory P. Kratzig; Simon Paré; Nicole Bolt; Tiago H. Falk (Frontiers Virtual Real., 2025)

DiTSE: High-Fidelity Generative Speech Enhancement via Latent Diffusion Transformers. - Heitor R. Guimarães; Jiaqi Su; Rithesh Kumar; Tiago H. Falk; Zeyu Jin (CoRR, 2025)