| 2026 | HCI | Bias in Physiology-Based Cognitive State Detection for Human-Autonomy Teaming: A Comprehensive Survey. | Abhishek Tiwari, G. Robert Arrabito, Alan Davoust, Tiago H. Falk |
| 2025 | CRiSIS | Domain Adversarial Neural Networks with Adversarial Robustness Evaluation for Intrusion Detection Systems. | Ines Guerziz, Tiago H. Falk, Long Bao Le, Zakaria Abou El Houda |
| 2025 | CRiSIS | Towards Lightweight On-Device Audio Deepfake Detection Using Squeezeformers. | Ashkan Moradi, Yi Zhu, Tiago H. Falk |
| 2025 | QoMEX | Subjective and Objective Evaluation of the Benefits of Multisensory Virtual Nature Immersion for Patients with Post-Traumatic Stress Disorder. | Marilia Karla Soares Lopes, La Perreault, Belmir Jose de Jesus, Marie-Claude Roberge, Tiago H. Falk |
| 2025 | SMC | Quantifying the Risk of Private Information Leakage in the Metaverse with EEG-Instrumented Virtual Reality Headsets. | Mina Jaberi, Stphane Bouchard, Tiago H. Falk |
| 2025 | SMC | Audio-Visual Cross-Attention for Improved Deepfake Video Detection and Forgery Localization. | Oussama Jalleli, Yi Zhu, Tiago H. Falk |
| 2025 | SMC | Electroencephalography Neuromarkers to Predict the Response of a Multisensory Virtual Reality Nature Immersion Intervention for Patients Diagnosed with Post-Traumatic Stress Disorder. | Belmir Jose de Jesus, Marilia Karla Soares Lopes, La Perreault, Marie-Claude Roberge, Alcyr Alves de Oliveira, Tiago H. Falk |
| 2025 | SMC | Enhancing Network Intrusion Detection Systems: A Multi-Layer Ensemble Approach to Mitigate Adversarial Attacks. | Nasim Soltani, Shayan Nejadshamsi, Zakaria Abou El Houda, Raphal Khoury, Kelton A. P. Costa, Tiago H. Falk, Anderson R. Avila |
| 2025 | SMC | DeepSick: Deceiving Voice-Based Diagnostic Models with Synthetic Multilingual Pathological Speech Signals. | Yi Zhu, Alan Davoust, Tiago H. Falk |
| 2025 | VR | Generative AI for Personalized Multisensory Immersive Experiences: Challenges and Opportunities for Stress Reduction. | Marilia K. S. Lopes, Tiago H. Falk |
| 2024 | CHI | 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 |
| 2024 | ICASSP | VIC-KD: Variance-Invariance-Covariance Knowledge Distillation to Make Keyword Spotting More Robust Against Adversarial Attacks. | Heitor R. Guimares, Arthur Pimentel, Anderson R. Avila, Tiago H. Falk |
| 2024 | ICASSP | Characterizing the Temporal Dynamics of Universal Speech Representations for Generalizable Deepfake Detection. | Yi Zhu, Saurabh Powar, Tiago H. Falk |
| 2024 | ISMAR | Biosensor-Instrumented xR Headsets: A Double-Edged Sword for User Identity and Privacy Management in the Metaverse. | Ihsn Grichi, Mina Jaberi, Tiago H. Falk |
| 2023 | ICASSP | Robustdistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness. | Heitor R. Guimares, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk |
| 2023 | ICASSP | On the Importance of Different Cough Phases for COVID-19 Detection. | Yi Zhu, Mahil Hussain Shaik, Tiago H. Falk |
| 2023 | SMC | On the Use of FOOOF for Electroencephalography Quality Measurement and Device Assessment. | Abhishek Tiwari, Gloria Wu, Katrina Innanen, Amin Mahnam, Bastien Moineau, Tiago H. Falk |
| 2023 | SMC | Assessing the Vulnerability of Self-Supervised Speech Representations for Keyword Spotting Under White-Box Adversarial Attacks. | Heitor R. Guimares, Yi Zhu, Orson Mengara, Anderson R. Avila, Tiago H. Falk |
| 2022 | ICASSP | Fusion of Modulation Spectral and Spectral Features with Symptom Metadata for Improved Speech-Based Covid-19 Detection. | Yi Zhu, Tiago H. Falk |
| 2022 | PERCOM | 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 |
| 2022 | QoMEX | Multisensory Immersive Experiences: A Pilot Study on Subjective and Instrumental Human Influential Factors Assessment. | Reza Amini Gougeh, Tiago H. Falk |
| 2022 | QoMEX | Human Influential Factors Assessment During At-Home Gaming with an Instrumented VR Headset. | Marc-Antoine Moinnereau, Alcyr Oliveira, Tiago H. Falk |
| 2021 | ICASSP | Context-Aware Speech Stress Detection in Hospital Workers Using Bi-LSTM Classifiers. | Amr Gaballah, Abhishek Tiwari, Shrikanth Narayanan, Tiago H. Falk |
| 2021 | QoMEX | Parametric Audio-visual Quality Measurement Based on Interpretable Fuzzy Logic. | Fatima Boudjerida, Atidel Lahoulou, Tiago H. Falk, Zahid Akhtar |
| 2020 | ICASSP | An Ensemble Based Approach for Generalized Detection of Spoofing Attacks to Automatic Speaker Recognizers. | Joo Monteiro, Jahangir Alam, Tiago H. Falk |
| 2020 | ICML | An end-to-end approach for the verification problem: learning the right distance. | Joo Monteiro, Isabela Albuquerque, Jahangir Alam, R. Devon Hjelm, Tiago H. Falk |
| 2020 | LREC | On The Performance of Time-Pooling Strategies for End-to-End Spoken Language Identification. | Joo Monteiro, Jahangir Alam, Tiago H. Falk |
| 2020 | SMC | Initial Investigation into Neurophysiological Correlates of Argentine Tango Flow States: a Case Study. | Raymundo Cassani, Abhishek Tiwari, Ilona Posner, Bruno Afonso, Tiago H. Falk |
| 2020 | SMC | Saccadic Eye Movement Classification Using ExG Sensors Embedded into a Virtual Reality Headset. | Marc-Antoine Moinnereau, Alcyr Oliveira, Tiago H. Falk |
| 2020 | SMC | Movement Artifact-Robust Mental Workload Assessment During Physical Activity Using Multi-Sensor Fusion. | Abhishek Tiwari, Raymundo Cassani, Jean-Franois Gagnon, Daniel Lafond, Sbastien Tremblay, Tiago H. Falk |
| 2019 | ACII | Prediction of Psychological Flexibility with multi-scale Heart Rate Variability and Breathing Features in an "in-the-wild" Setting. | Abhishek Tiwari, Jennifer L. Villatte, Shrikanth Narayanan, Tiago H. Falk |
| 2019 | ICML | Multi-objective training of Generative Adversarial Networks with multiple discriminators. | Isabela Albuquerque, Joo Monteiro, Thang Doan, Breandan Considine, Tiago H. Falk, Ioannis Mitliagkas |
| 2019 | Interspeech | Blind Channel Response Estimation for Replay Attack Detection. | Anderson R. Avila, Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk |
| 2019 | Interspeech | Combining Speaker Recognition and Metric Learning for Speaker-Dependent Representation Learning. | Joo Monteiro, Jahangir Alam, Tiago H. Falk |
| 2019 | QoMEX | Intrusive Quality Measurement of Noisy and Enhanced Speech based on i-Vector Similarity. | Anderson R. Avila, Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk |
| 2019 | QoMEX | Towards the development of a non-intrusive objective quality measure for DNN-enhanced speech. | Joo Felipe Santos, Tiago H. Falk |
| 2019 | SMC | Cross-Subject Statistical Shift Estimation for Generalized Electroencephalography-based Mental Workload Assessment. | Isabela Albuquerque, Joo Monteiro, Olivier Rosanne, Abhishek Tiwari, Jean-Franois Gagnon, Tiago H. Falk |
| 2019 | SMC | 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 |
| 2019 | SMC | Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch. | Joo Monteiro, Isabela Albuquerque, Zahid Akhtar, Tiago H. Falk |
| 2019 | SMC | A Multimodal Approach to Improve the Robustness of Physiological Stress Prediction During Physical Activity. | Mark Parent, Abhishek Tiwari, Isabela Albuquerque, Jean-Franois Gagnon, Daniel Lafond, Sbastien Tremblay, Tiago H. Falk |
| 2019 | SMC | Mental Workload Assessment During Physical Activity Using Non-linear Movement Artefact Robust Electroencephalography Features. | Abhishek Tiwari, Isabela Albuquerque, Jean-Franois Gagnon, Daniel Lafond, Mark Parent, Sbastien Tremblay, Tiago H. Falk |
| 2018 | ICASSP | Improved Audio-Visual Laughter Detection Via Multi-Scale Multi-Resolution Image Texture Features and Classifier Fusion. | Zahid Akhtar, Stefany Bedoya, Tiago H. Falk |
| 2018 | ICASSP | Dual-Channel Modulation Energy Metric for Direct-to-Reverberation Ratio Estimation. | Sebastian Braun, Joo Felipe Santos, Emanul A. P. Habets, Tiago H. Falk |
| 2018 | Interspeech | Investigating Speech Enhancement and Perceptual Quality for Speech Emotion Recognition. | Anderson R. Avila, Md. Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk |
| 2018 | QoMEX | A Neurophysiological Sensor-Equipped Head-Mounted Display for Instrumental QoE Assessment of Immersive Multimedia. | Raymundo Cassani, Marc-Antoine Moinnereau, Tiago H. Falk |
| 2018 | QoMEX | Towards a Neuro-Inspired No-Reference Instrumental Quality Measure for Text-to-Speech Systems. | Rishabh Gupta, Anderson R. Avila, Tiago H. Falk |
| 2018 | SMC | On the Analysis of EEG Features for Mental Workload Assessment During Physical Activity. | Isabela Albuquerque, Abhishek Tiwari, Jean-Franois Gagnon, Daniel Lafond, Mark Parent, Sbastien Tremblay, Tiago H. Falk |
| 2018 | SMC | 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 |
| 2018 | SMC | 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 |
| 2017 | ICASSP | 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 |
| 2017 | ICASSP | Speech temporal dynamics fusion approaches for noise-robust reverberation time estimation. | Mohammed Senoussaoui, Joo Felipe Santos, Tiago H. Falk |
| 2017 | BSN | Improved heart rate variability measurement based on modulation spectral processing of noisy electrocardiogram signals. | Diana P. Tobn, Srinivasan Jayaraman, Tiago H. Falk |
| 2017 | SMC | EEG coupling features: Towards mental workload measurement based on wearables. | Alexandre Drouin-Picaro, Isabela Albuquerque, Jean-Franois Gagnon, Daniel Lafond, Tiago H. Falk |
| 2016 | ICASSP | 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 |
| 2016 | MMSP | Laughter detection based on the fusion of local binary patterns, spectral and prosodic features. | Stefany Bedoya, Tiago H. Falk |
| 2016 | MMSP | Physiological quality-of-experience assessment of text-to-speech systems. | Rishabh Gupta, Tiago H. Falk |
| 2015 | ICASSP | On the potential for artificial bandwidth extension of bone and tissue conducted speech: a mutual information study. | Rachel E. Bouserhal, Tiago H. Falk, Jrmie Voix |
| 2015 | IUI | MuLES: An Open Source EEG Acquisition and Streaming Server for Quick and Simple Prototyping and Recording. | Raymundo Cassani, Hubert J. Banville, Tiago H. Falk |
| 2014 | Interspeech | 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 |
| 2013 | GLOBECOM | 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 Mller, Tiago H. Falk |
| 2013 | ICASSP | 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 Mller, Douglas D. O'Shaughnessy, Tiago H. Falk |
| 2013 | ICASSP | Non-intrusive objective speech quality and intelligibility prediction for hearing instruments in complex listening environments. | Tiago H. Falk, Stefano Cosentino, Joo Felipe Santos, David Suelzle, Vijay Parsa |
| 2013 | ICASSP | 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 |
| 2013 | ICASSP | Whispered speaker verification and gender detection using weighted instantaneous frequencies. | Milton Orlando Sarria-Paja, Tiago H. Falk, Douglas D. O'Shaughnessy |
| 2013 | ICASSP | Very early detection of Autism Spectrum Disorders based on acoustic analysis of pre-verbal vocalizations of 18-month old toddlers. | Joo Felipe Santos, Nirit Brosh, Tiago H. Falk, Lonnie Zwaigenbaum, Susan E. Bryson, Wendy Roberts, Isabel M. Smith, Peter Szatmari, Jessica A. Brian |
| 2013 | IM | Neurophysiological experimental facility for Quality of Experience (QoE) assessment. | Khalil ur Rehman Laghari, Rishabh Gupta, Sebastian Arndt, Jan-Niklas Antons, Robert Schleicher, Sebastian Mller, Tiago H. Falk |
| 2013 | Interspeech | Predicting the bilateral advantage in cochlear implantees using a non-intrusive speech intelligibility measure. | Stefano Cosentino, Tiago H. Falk, David McAlpine |
| 2013 | QoMEX | Subjective quality ratings and physiological correlates of synthesized speech. | Sebastian Arndt, Jan-Niklas Antons, Rishabh Gupta, Khalil ur Rehman Laghari, Robert Schleicher, Sebastian Mller, Tiago H. Falk |
| 2013 | QoMEX | Welcome message from the QoMEX 2013 chairs. | Christian Timmerer, Patrick Le Callet, Martn Varela, Stefan Winkler, Tiago H. Falk, Raimund Schatz |
| 2012 | Interspeech | Automated Dysarthria Severity Classification for Improved Objective Intelligibility Assessment of Spastic Dysarthric Speech. | Milton Orlando Sarria-Paja, Tiago H. Falk |
| 2012 | Interspeech | Performance Comparison of Intrusive Objective Speech Intelligibility and Quality Metrics for Cochlear Implant Users. | Joo Felipe Santos, Stefano Cosentino, Oldooz Hazrati, Philipos C. Loizou, Tiago H. Falk |
| 2012 | QoMEX | 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 Mller, Tom Chau |
| 2011 | ICASSP | Quantifying perturbations in temporal dynamics for automated assessment of spastic dysarthric speech intelligibility. | Tiago H. Falk, Richard Hummel, Wai-Yip Chan |
| 2011 | Interspeech | Spectral Features for Automatic Blind Intelligibility Estimation of Spastic Dysarthric Speech. | Richard Hummel, Wai-Yip Chan, Tiago H. Falk |
| 2011 | Interspeech | An Assessment of the Improvement Potential of Time-Frequency Masking for Speech Dereverberation. | Chenxi Zheng, Tiago H. Falk, Wai-Yip Chan |
| 2010 | ICASSP | 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 |
| 2010 | Interspeech | Comparison of approaches for instrumentally predicting the quality of text-to-speech systems. | Sebastian Mller, Florian Hinterleitner, Tiago H. Falk, Tim Polzehl |
| 2008 | Interspeech | Spectro-temporal features for robust far-field speaker identification. | Tiago H. Falk, Wai-Yip Chan |
| 2008 | Interspeech | Long-term spectro-temporal information for improved automatic speech emotion classification. | Siqing Wu, Tiago H. Falk, Wai-Yip Chan |
| 2007 | ICASSP | A Hybrid Signal-and-Link-Parametric Approach to Single-Ended Quality Measurement of Packetized Speech. | Tiago H. Falk, Hua Yuan, Wai-Yip Chan |
| 2007 | Interspeech | Noise suppression based on extending a speech-dominated modulation band. | Tiago H. Falk, Svante Stadler, W. Bastiaan Kleijn, Wai-Yip Chan |
| 2007 | Interspeech | 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 |
| 2007 | Interspeech | Degradation-classification assisted single-ended quality measurement of speech. | Hua Yuan, Tiago H. Falk, Wai-Yip Chan |
| 2006 | ICASSP | Enhanced Non-Intrusive Speech Quality Measurement Using Degradation Models. | Tiago H. Falk, Wai-Yip Chan |
| 2005 | ICASSP | Non-Intrusive GMM-Based Speech Quality Measurement. | Tiago H. Falk, Qingfeng Xu, Wai-Yip Chan |
| 2005 | Interspeech | An improved GMM-based voice quality predictor. | Tiago H. Falk, Wai-Yip Chan, Peter Kabal |
| 2004 | Interspeech | Speech quality estimation using Gaussian mixture models. | Tiago H. Falk, Wai-Yip Chan, Peter Kabal |