Tiago H. Falk

247 papers A* 4A 17B 33C 3Misc 19Journal 103Unranked 68
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Literature Survey on Potential Private User Information Leakage in Metaverse Applications.
Adv. Intell. Syst.
Mina Jaberi, Tiago H. Falk
2026 J jnl
BioME: A Resource-Efficient Bioacoustic Foundational Model for IoT Applications.
CoRR
Heitor R. Guimarães, Abhishek Tiwari, Mahsa Abdollahi, Anderson R. Avila, Tiago H. Falk
2026 J jnl
Enhancing Network Intrusion Detection Systems: A Multi-Layer Ensemble Approach to Mitigate Adversarial Attacks.
CoRR
Nasim Soltani, Shayan Nejadshamsi, Zakaria Abou El Houda, Raphaël Khoury, Kelton A. P. Costa, Tiago H. Falk, Anderson R. Avila
2025 J jnl
AUDDT: Audio Unified Deepfake Detection Benchmark Toolkit.
CoRR
Yi Zhu, Heitor R. Guimarães, Arthur Pimentel, Tiago H. Falk
2025 B conf
Audio-Visual Cross-Attention for Improved Deepfake Video Detection and Forgery Localization.
SMC
Oussama Jalleli, Yi Zhu, Tiago H. Falk
2025 J jnl
Benchmarking Self-Supervised Audio Representations for IoT-Enabled Acoustic Beehive Monitoring.
IEEE Internet Things J.
Heitor R. Guimarães, Mahsa Abdollahi, Yi Zhu, Ségolène Maucourt, Nico Coallier, Pierre Giovenazzo, Tiago H. Falk
2025 B conf
DeepSick: Deceiving Voice-Based Diagnostic Models with Synthetic Multilingual Pathological Speech Signals.
SMC
Yi Zhu, Alan Davoust, Tiago H. Falk
2025 J jnl
DiTSE: High-Fidelity Generative Speech Enhancement via Latent Diffusion Transformers.
CoRR
Heitor R. Guimarães, Jiaqi Su, Rithesh Kumar, Tiago H. Falk, Zeyu Jin
2025 B conf
Electroencephalography Neuromarkers to Predict the Response of a Multisensory Virtual Reality Nature Immersion Intervention for Patients Diagnosed with Post-Traumatic Stress Disorder.
SMC
Belmir Jose de Jesus, Marilia Karla Soares Lopes, Léa Perreault, Marie-Claude Roberge, Alcyr Alves de Oliveira, Tiago H. Falk
2025 B conf
Enhancing Network Intrusion Detection Systems: A Multi-Layer Ensemble Approach to Mitigate Adversarial Attacks.
SMC
Nasim Soltani, Shayan Nejadshamsi, Zakaria Abou El Houda, Raphaël Khoury, Kelton A. P. Costa, Tiago H. Falk, Anderson R. Avila
2025 — conf
Generative AI for Personalized Multisensory Immersive Experiences: Challenges and Opportunities for Stress Reduction.
VR Workshops
Marilia K. S. Lopes, Tiago H. Falk
2025 B conf
Quantifying the Risk of Private Information Leakage in the Metaverse with EEG-Instrumented Virtual Reality Headsets.
SMC
Mina Jaberi, Stéphane Bouchard, Tiago H. Falk
2025 A* conf
Selective Shift: Towards Personalized Domain Adaptation in Multi-Agent Collaborative Perception.
ACM Multimedia
Hui Zhang, Yiteng Xu, Yonglin Tian, Yidong Li, Tiago H. Falk, Fei-Yue Wang
2025 B conf
Subjective and Objective Evaluation of the Benefits of Multisensory Virtual Nature Immersion for Patients with Post-Traumatic Stress Disorder.
QoMEX
Marilia Karla Soares Lopes, Léa Perreault, Belmir Jose de Jesus, Marie-Claude Roberge, Tiago H. Falk
2025 J jnl
To pre-process or not to pre-process? On the role of EEG enhancement for cybersickness characterization and the importance of amplitude modulation features.
Frontiers Virtual Real.
Olivier Rosanne, Danielle Benesch, Gregory P. Kratzig, Simon Paré, Nicole Bolt, Tiago H. Falk
2025 J jnl
WavRx: A Disease-Agnostic, Generalizable, and Privacy-Preserving Speech Health Diagnostic Model.
IEEE J. Biomed. Health Informatics
Yi Zhu, Tiago H. Falk
2024 J jnl
An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task Learning.
CoRR
Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk
2024 J jnl
Audio-visual-olfactory immersive digital nature exposure for stress and anxiety reduction: a systematic review on systems, outcomes, and challenges.
Frontiers Virtual Real.
Marilia Karla Soares Lopes, Tiago H. Falk
2024 J jnl
Backdoor Attacks to Deep Neural Networks: A Survey of the Literature, Challenges, and Future Research Directions.
IEEE Access
Orson Mengara, Anderson R. Avila, Tiago H. Falk
2024 — conf
Biosensor-Instrumented xR Headsets: A Double-Edged Sword for User Identity and Privacy Management in the Metaverse.
ISMAR-Adjunct
Ihsân Grichi, Mina Jaberi, Tiago H. Falk
2024 — conf
Characterizing the Temporal Dynamics of Universal Speech Representations for Generalizable Deepfake Detection.
ICASSP Workshops
Yi Zhu, Saurabh Powar, Tiago H. Falk
2024 — conf
Cybersickness Marker Prediction Using a Biosensors-Instrumented VR Headset: A Pilot Study.
ICHMS
Marc-Antoine Moinnereau, Tiago H. Falk
2024 — conf
Efficient Audio Deepfake Detection using WavLM with Early Exiting.
WIFS
Arthur Pimentel, Yi Zhu, Heitor R. Guimarães, Tiago H. Falk
2024 J jnl
On the Impact of Voice Anonymization on Speech Diagnostic Applications: A Case Study on COVID-19 Detection.
IEEE Trans. Inf. Forensics Secur.
Yi Zhu, Mohamed Imoussaïne-Aïkous, Carolyn Côté-Lussier, Tiago H. Falk
2024 A* conf
Promoting Engagement in Remote Patient Monitoring Using Asynchronous Messaging.
CHI
Salaar Liaqat, Daniyal Liaqat, Tatiana Son, Tiago H. Falk, Robert Wu, Andrea S. Gershon, Eyal de Lara, Alex Mariakakis
2024 J jnl
Spectral-temporal saliency masks and modulation tensorgrams for generalizable COVID-19 detection.
Comput. Speech Lang.
Yi Zhu, Tiago H. Falk
2024 — conf
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.
ICHMS
G. Robert Arrabito, Ming Hou, Sebastian Fischmeister, Tiago H. Falk, Hannah Willoughby, Madison Cameron, Liam Foley, Sarah Normandin, Simon P. Banbury
2024 J jnl
UrBAN: Urban Beehive Acoustics and PheNotyping Dataset.
CoRR
Mahsa Abdollahi, Yi Zhu, Heitor R. Guimarães, Nico Coallier, Ségolène Maucourt, Pierre Giovenazzo, Tiago H. Falk
2024 Misc conf
VIC-KD: Variance-Invariance-Covariance Knowledge Distillation to Make Keyword Spotting More Robust Against Adversarial Attacks.
ICASSP
Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Tiago H. Falk
2024 J jnl
WavRx: a Disease-Agnostic, Generalizable, and Privacy-Preserving Speech Health Diagnostic Model.
CoRR
Yi Zhu, Tiago H. Falk
2023 J jnl
An Exploration into the Performance of Unsupervised Cross-Task Speech Representations for "In the Wild" Edge Applications.
CoRR
Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Tiago H. Falk
2023 B conf
Assessing the Vulnerability of Self-Supervised Speech Representations for Keyword Spotting Under White-Box Adversarial Attacks.
SMC
Heitor R. Guimarães, Yi Zhu, Orson Mengara, Anderson R. Avila, Tiago H. Falk
2023 J jnl
Automated Multi-Wavelength Quality Assessment of Photoplethysmography Signals Using Modulation Spectrum Shape Features.
Sensors
Abhishek Tiwari, Gordon Gray, Parker Bondi, Amin Mahnam, Tiago H. Falk
2023 J jnl
COVID-19 Detection via Fusion of Modulation Spectrum and Linear Prediction Speech Features.
IEEE ACM Trans. Audio Speech Lang. Process.
Yi Zhu, Abhishek Tiwari, João Monteiro, Shruti Rajendra Kshirsagar, Tiago H. Falk
2023 J jnl
Characterizing the temporal dynamics of universal speech representations for generalizable deepfake detection.
CoRR
Yi Zhu, Saurabh Powar, Tiago H. Falk
2023 J jnl
EEG Amplitude Modulation Analysis across Mental Tasks: Towards Improved Active BCIs.
Sensors
Olivier Rosanne, Alcyr Alves de Oliveira, Tiago H. Falk
2023 J jnl
MSPB: a longitudinal multi-sensor dataset with phenotypic trait measurements from honey bees.
CoRR
Yi Zhu, Mahsa Abdollahi, Ségolène Maucourt, Nico Coallier, Heitor R. Guimarães, Pierre Giovenazzo, Tiago H. Falk
2023 J jnl
On the Impact of Quantization and Pruning of Self-Supervised Speech Models for Downstream Speech Recognition Tasks "In-the-Wild".
CoRR
Arthur Pimentel, Heitor R. Guimarães, Anderson R. Avila, Mehdi Rezagholizadeh, Tiago H. Falk
2023 J jnl
On the Impact of Voice Anonymization on Speech-Based COVID-19 Detection.
CoRR
Yi Zhu, Mohamed Imoussaïne-Aïkous, Carolyn Côté-Lussier, Tiago H. Falk
2023 Misc conf
On the Importance of Different Cough Phases for COVID-19 Detection.
ICASSP
Yi Zhu, Mahil Hussain Shaik, Tiago H. Falk
2023 J jnl
On the Transferability of Whisper-based Representations for "In-the-Wild" Cross-Task Downstream Speech Applications.
CoRR
Vamsikrishna Chemudupati, Marzieh S. Tahaei, Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk
2023 B conf
On the Use of FOOOF for Electroencephalography Quality Measurement and Device Assessment.
SMC
Abhishek Tiwari, Gloria Wu, Katrina Innanen, Amin Mahnam, Bastien Moineau, Tiago H. Falk
2023 — conf
Performance Comparison of Voice Activity Detectors for Acoustic Beehive Monitoring.
CCECE
Mahsa Abdollahi, Nico Coallier, Pierre Giovenazzo, Tiago H. Falk
2023 J jnl
RobustDistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness.
CoRR
Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk
2023 Misc conf
Robustdistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness.
ICASSP
Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk
2023 J jnl
Task-specific speech enhancement and data augmentation for improved multimodal emotion recognition under noisy conditions.
Frontiers Comput. Sci.
Shruti Rajendra Kshirsagar, Anurag Pendyala, Tiago H. Falk
2023 J jnl
Towards instrumental quality assessment of multisensory immersive experiences using a biosensor-equipped head-mounted display.
Qual. User Exp.
Reza Amini Gougeh, Tiago H. Falk
2023 J jnl
Using multisensory virtual reality nature immersion as a therapeutic modality for improving HRV and cognitive functions in post-traumatic stress disorder: a pilot-study.
Frontiers Virtual Real.
Belmir Jose de Jesus Junior, Léa Perreault, Marilia Karla Soares Lopes, Marie-Claude Roberge, Alcyr Alves de Oliveira, Tiago H. Falk
2023 J jnl
VIC-KD: Variance-Invariance-Covariance Knowledge Distillation to Make Keyword Spotting More Robust Against Adversarial Attacks.
CoRR
Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Tiago H. Falk
2022 J jnl
Cross-Language Speech Emotion Recognition Using Bag-of-Word Representations, Domain Adaptation, and Data Augmentation.
Sensors
Shruti Rajendra Kshirsagar, Tiago H. Falk
2022 J jnl
Estimating distribution shifts for predicting cross-subject generalization in electroencephalography-based mental workload assessment.
Frontiers Artif. Intell.
Isabela Albuquerque, João Monteiro, Olivier Rosanne, Tiago H. Falk
2022 Misc conf
Fusion of Modulation Spectral and Spectral Features with Symptom Metadata for Improved Speech-Based Covid-19 Detection.
ICASSP
Yi Zhu, Tiago H. Falk
2022 J jnl
Head-Mounted Display-Based Virtual Reality and Physiological Computing for Stroke Rehabilitation: A Systematic Review.
Frontiers Virtual Real.
Reza Amini Gougeh, Tiago H. Falk
2022 — conf
How Generalizable and Interpretable are Speech-Based COVID-19 Detection Systems?: A Comparative Analysis and New System Proposal.
BHI
Yi Zhu, Alex Mariakakis, Eyal de Lara, Tiago H. Falk
2022 B conf
Human Influential Factors Assessment During At-Home Gaming with an Instrumented VR Headset.
QoMEX
Marc-Antoine Moinnereau, Alcyr Oliveira, Tiago H. Falk
2022 J jnl
Immersive media experience: a survey of existing methods and tools for human influential factors assessment.
Qual. User Exp.
Marc-Antoine Moinnereau, Alcyr Alves de Oliveira, Tiago H. Falk
2022 J jnl
Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement.
CoRR
Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Tiago H. Falk
2022 J jnl
Instrumenting a virtual reality headset for at-home gamer experience monitoring and behavioural assessment.
Frontiers Virtual Real.
Marc-Antoine Moinnereau, Alcyr Oliveira, Tiago H. Falk
2022 J jnl
Modulation Spectral Signal Representation for Quality Measurement and Enhancement of Wearable Device Data: A Technical Note.
Sensors
Abhishek Tiwari, Raymundo Cassani, Shruti Rajendra Kshirsagar, Diana P. Tobón, Yi Zhu, Tiago H. Falk
2022 J jnl
Multi-level self-attentive TDNN: A general and efficient approach to summarize speech into discriminative utterance-level representations.
Speech Commun.
João Monteiro, Jahangir Alam, Tiago H. Falk
2022 B conf
Multisensory Immersive Experiences: A Pilot Study on Subjective and Instrumental Human Influential Factors Assessment.
QoMEX
Reza Amini Gougeh, Tiago H. Falk
2022 — conf
Nat(UR)e: Quantifying the Relaxation Potential of Ultra-Reality Multisensory Nature Walk Experiences.
MetroXRAINE
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
2022 J jnl
Quality-Aware Bag of Modulation Spectrum Features for Robust Speech Emotion Recognition.
IEEE Trans. Affect. Comput.
Shruti Rajendra Kshirsagar, Tiago H. Falk
2022 — conf
Quantifying User Behaviour in Multisensory Immersive Experiences.
MetroXRAINE
Reza Amini Gougeh, Belmir Jose de Jesus, Marilia Karla Soares Lopes, Marc-Antoine Moinnereau, Walter Schubert, Tiago H. Falk
2022 — conf
The Internet of Senses: A Position Paper on the Challenges and Opportunities of Multisensory Immersive Experiences for the Metaverse.
MetroXRAINE
Tiago H. Falk, Long B. Le, Roberto Morandotti
2022 — conf
Unobtrusive Monitoring of COPD Patients using Speech Collected from Smartwatches in the Wild.
PerCom Workshops
Tina Sedaghat, Salaar Liaqat, Daniyal Liaqat, Robert Wu, Andrea Gershon, Tatiana Son, Tiago H. Falk, Moshe Gabel, Alex Mariakakis, Eyal de Lara
2021 J jnl
A comprehensive survey on multimodal medical signals fusion for smart healthcare systems.
Inf. Fusion
Ghulam Muhammad, Fatima Alshehri, Fakhri Karray, Abdulmotaleb El Saddik, Mansour Alsulaiman, Tiago H. Falk
2021 J jnl
Automatic speaker verification from affective speech using Gaussian mixture model based estimation of neutral speech characteristics.
Speech Commun.
Anderson R. Avila, Douglas D. O'Shaughnessy, Tiago H. Falk
2021 Misc conf
Context-Aware Speech Stress Detection in Hospital Workers Using Bi-LSTM Classifiers.
ICASSP
Amr Gaballah, Abhishek Tiwari, Shrikanth Narayanan, Tiago H. Falk
2021 J jnl
Feature Pooling of Modulation Spectrum Features for Improved Speech Emotion Recognition in the Wild.
IEEE Trans. Affect. Comput.
Anderson R. Avila, Zahid Akhtar, João Felipe Santos, Douglas D. O'Shaughnessy, Tiago H. Falk
2021 J jnl
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.
Anderson R. Avila, Jahangir Alam, Fabiano O. Costa Prado, Douglas D. O'Shaughnessy, Tiago H. Falk
2021 B conf
Parametric Audio-visual Quality Measurement Based on Interpretable Fuzzy Logic.
QoMEX
Fatima Boudjerida, Atidel Lahoulou, Tiago H. Falk, Zahid Akhtar
2021 — conf
Predicting Driver Stress Levels with a Sensor-Equipped Steering Wheel and a Quality-Aware Heart Rate Measurement Algorithm.
EMBC
Raymundo Cassani, Atsushi Horai, Lucian Andrei Gheorghe, Tiago H. Falk
2021 — conf
Remote COPD Severity and Exacerbation Detection Using Heart Rate and Activity Data Measured from a Wearable Device.
EMBC
Abhishek Tiwari, Salaar Liaqat, Daniyal Liaqat, Moshe Gabel, Eyal de Lara, Tiago H. Falk
2020 — conf
A Multi-condition Training Strategy for Countermeasures Against Spoofing Attacks to Speaker Recognizers.
Odyssey
João Monteiro, Jahangir Alam, Tiago H. Falk
2020 J jnl
Alzheimer's Disease Diagnosis and Severity Level Detection Based on Electroencephalography Modulation Spectral "Patch" Features.
IEEE J. Biomed. Health Informatics
Raymundo Cassani, Tiago H. Falk
2020 Misc conf
An Ensemble Based Approach for Generalized Detection of Spoofing Attacks to Automatic Speaker Recognizers.
ICASSP
João Monteiro, Jahangir Alam, Tiago H. Falk
2020 A* conf
An end-to-end approach for the verification problem: learning the right distance.
ICML
João Monteiro, Isabela Albuquerque, Jahangir Alam, R. Devon Hjelm, Tiago H. Falk
2020 J jnl
An end-to-end approach for the verification problem: learning the right distance.
CoRR
João Monteiro, Isabela Albuquerque, Jahangir Alam, R. Devon Hjelm, Tiago H. Falk
2020 — conf
EEG spectro-temporal amplitude modulation as a measurement of cortical hemodynamics: an EEG-fNIRS study.
EMBC
Lucas R. Trambaiolli, Raymundo Cassani, Tiago H. Falk
2020 — conf
Enhancing Shoulder Pre-Movements Recognition Through EEG Riemannian Covariance Matrices For a BCI-based Exoskeleton.
ICHMS
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
2020 J jnl
Generalized end-to-end detection of spoofing attacks to automatic speaker recognizers.
Comput. Speech Lang.
João Monteiro, Jahangir Alam, Tiago H. Falk
2020 J jnl
Improved motor imagery brain-computer interface performance via adaptive modulation filtering and two-stage classification.
Biomed. Signal Process. Control.
Eliana M. Santos, Raymundo Cassani, Tiago H. Falk, Francisco J. Fraga
2020 B conf
Initial Investigation into Neurophysiological Correlates of Argentine Tango Flow States: a Case Study.
SMC
Raymundo Cassani, Abhishek Tiwari, Ilona Posner, Bruno Afonso, Tiago H. Falk
2020 B conf
Movement Artifact-Robust Mental Workload Assessment During Physical Activity Using Multi-Sensor Fusion.
SMC
Abhishek Tiwari, Raymundo Cassani, Jean-François Gagnon, Daniel Lafond, Sébastien Tremblay, Tiago H. Falk
2020 J jnl
Non-intrusive speech quality prediction based on the blind estimation of clean speech and the i-vector framework.
Qual. User Exp.
Anderson R. Avila, Douglas D. O'Shaughnessy, Tiago H. Falk
2020 B conf
On The Performance of Time-Pooling Strategies for End-to-End Spoken Language Identification.
LREC
João Monteiro, Jahangir Alam, Tiago H. Falk
2020 J jnl
On the use of the i-vector speech representation for instrumental quality measurement.
Qual. User Exp.
Anderson R. Avila, Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk
2020 — conf
Optimal filter characterization for photoplethysmography-based pulse rate and pulse power spectrum estimation.
EMBC
Raymundo Cassani, Abhishek Tiwari, Tiago H. Falk
2020 — conf
Prediction of Stress and Mental Workload during Police Academy Training Using Ultra-Short-Term Heart Rate Variability and Breathing Analysis.
EMBC
Abhishek Tiwari, Raymundo Cassani, Jean-François Gagnon, Daniel Lafond, Sébastien Tremblay, Tiago H. Falk
2020 J jnl
QUALINET White Paper on Definitions of Immersive Media Experience (IMEx).
CoRR
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, Sebastian Egger-Lampl, Ulrich Engelke, Tiago H. Falk, Asim Hameed, Andrew Hines, Tanja Kojic, Dragan Kukolj, Eirini Liotou, Dragorad Milovanovic, Sebastian Möller, Niall Murray, Babak Naderi, Manuela Pereira, Stuart W. Perry, António M. G. Pinheiro, Andres Pinilla Palacios, Alexander Raake, Sarvesh Rajesh Agrawal, Ulrich Reiter, Rafael Rodrigues, Raimund Schatz, Peter Schelkens, Steven Schmidt, Saeed Shafiee Sabet, Ashutosh Singla, Lea Skorin-Kapov, Mirko Suznjevic, Stefan Uhrig, Sara Vlahovic, Jan-Niklas Voigt-Antons, Saman Zadtootaghaj
2020 B conf
Saccadic Eye Movement Classification Using ExG Sensors Embedded into a Virtual Reality Headset.
SMC
Marc-Antoine Moinnereau, Alcyr Oliveira, Tiago H. Falk
2020 J jnl
TILES-2018: A longitudinal physiologic and behavioral data set of hospital workers.
CoRR
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, Emilio Ferrara, Shrikanth Narayanan
2019 — conf
A Comparative Study of Stress and Anxiety Estimation in Ecological Settings Using a Smart-shirt and a Smart-bracelet.
EMBC
Abhishek Tiwari, Raymundo Cassani, Shrikanth S. Narayanan, Tiago H. Falk
2019 B conf
A Multimodal Approach to Improve the Robustness of Physiological Stress Prediction During Physical Activity.
SMC
Mark Parent, Abhishek Tiwari, Isabela Albuquerque, Jean-François Gagnon, Daniel Lafond, Sébastien Tremblay, Tiago H. Falk
2019 — conf
AMA: An Open-source Amplitude Modulation Analysis Toolkit for Signal Processing Applications.
GlobalSIP
Raymundo Cassani, Isabela Albuquerque, João Monteiro, Tiago H. Falk
2019 J jnl
Adversarial target-invariant representation learning for domain generalization.
CoRR
Isabela Albuquerque, João Monteiro, Tiago H. Falk, Ioannis Mitliagkas
2019 B conf
Automated Alzheimer's Disease Diagnosis using a Low-Density EEG Layout and New Features based on the Power of Modulation Spectral "Patches".
SMC
Raymundo Cassani, Tiago H. Falk
2019 A conf
Blind Channel Response Estimation for Replay Attack Detection.
INTERSPEECH
Anderson R. Avila, Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk
2019 — conf
Breathing Rate Complexity Features for "In-the-Wild" Stress and Anxiety Measurement.
EUSIPCO
Abhishek Tiwari, Shrikanth S. Narayanan, Tiago H. Falk
2019 A conf
Combining Speaker Recognition and Metric Learning for Speaker-Dependent Representation Learning.
INTERSPEECH
João Monteiro, Jahangir Alam, Tiago H. Falk
2019 B conf
Cross-Subject Statistical Shift Estimation for Generalized Electroencephalography-based Mental Workload Assessment.
SMC
Isabela Albuquerque, João Monteiro, Olivier Rosanne, Abhishek Tiwari, Jean-François Gagnon, Tiago H. Falk
2019 J jnl
Cross-Subject Statistical Shift Estimation for Generalized Electroencephalography-based Mental Workload Assessment.
CoRR
Isabela Albuquerque, João Monteiro, Olivier Rosanne, Abhishek Tiwari, Jean-François Gagnon, Tiago H. Falk
2019 J jnl
Deep learning-based electroencephalography analysis: a systematic review.
CoRR
Yannick Roy, Hubert J. Banville, Isabela Albuquerque, Alexandre Gramfort, Tiago H. Falk, Jocelyn Faubert
2019 — conf
End-To-End Detection Of Attacks To Automatic Speaker Recognizers With Time-Attentive Light Convolutional Neural Networks.
MLSP
João Monteiro, Jahangir Alam, Tiago H. Falk
2019 — conf
End-to-End Language Identification Using a Residual Convolutional Neural Network with Attentive Temporal Pooling.
EUSIPCO
João Monteiro, Jahangir Alam, Gautam Bhattacharya, Tiago H. Falk
2019 — conf
Evaluating the Measurement of Driver Heart and Breathing Rates from a Sensor-Equipped Steering Wheel using Spectrotemporal Signal Processing.
ITSC
Raymundo Cassani, Tiago H. Falk, Atsushi Horai, Lucian Andrei Gheorghe
2019 J jnl
Fusion of Motif- and Spectrum-Related Features for Improved EEG-Based Emotion Recognition.
Comput. Intell. Neurosci.
Abhishek Tiwari, Tiago H. Falk
2019 — conf
Fusion of Spectral and Spectro-Temporal EEG Features for Mental Workload Assessment Under Different Levels of Physical Activity.
NER
Isabela Albuquerque, Olivier Rosanne, Jean-François Gagnon, Sébastien Tremblay, Tiago H. Falk
2019 B conf
Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch.
SMC
João Monteiro, Isabela Albuquerque, Zahid Akhtar, Tiago H. Falk
2019 B conf
Intrusive Quality Measurement of Noisy and Enhanced Speech based on i-Vector Similarity.
QoMEX
Anderson R. Avila, Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk
2019 J jnl
Learning to navigate image manifolds induced by generative adversarial networks for unsupervised video generation.
CoRR
Isabela Albuquerque, João Monteiro, Tiago H. Falk
2019 J jnl
Lossless electrocardiogram signal compression: A review of existing methods.
Biomed. Signal Process. Control.
Abhishek Tiwari, Tiago H. Falk
2019 B conf
Mental Workload Assessment During Physical Activity Using Non-linear Movement Artefact Robust Electroencephalography Features.
SMC
Abhishek Tiwari, Isabela Albuquerque, Jean-François Gagnon, Daniel Lafond, Mark Parent, Sébastien Tremblay, Tiago H. Falk
2019 J jnl
Multi-Scale Heart Beat Entropy Measures for Mental Workload Assessment of Ambulant Users.
Entropy
Abhishek Tiwari, Isabela Albuquerque, Mark Parent, Jean-François Gagnon, Daniel Lafond, Sébastien Tremblay, Tiago H. Falk
2019 A* conf
Multi-objective training of Generative Adversarial Networks with multiple discriminators.
ICML
Isabela Albuquerque, João Monteiro, Thang Doan, Breandan Considine, Tiago H. Falk, Ioannis Mitliagkas
2019 J jnl
Multi-objective training of Generative Adversarial Networks with multiple discriminators.
CoRR
Isabela Albuquerque, João Monteiro, Thang Doan, Breandan Considine, Tiago H. Falk, Ioannis Mitliagkas
2019 J jnl
Non-Intrusive Speech Quality Prediction Using Modulation Energies and LSTM-Network.
IEEE ACM Trans. Audio Speech Lang. Process.
Benjamin Cauchi, Kai Siedenburg, João Felipe Santos, Tiago H. Falk, Simon Doclo, Stefan Goetze
2019 — conf
Performance Comparison of Automated EEG Enhancement Algorithms for Mental Workload Assessment of Ambulant Users.
NER
Olivier Rosanne, Isabela Albuquerque, Jean-François Gagnon, Sébastien Tremblay, Tiago H. Falk
2019 — conf
Prediction of Psychological Flexibility with multi-scale Heart Rate Variability and Breathing Features in an "in-the-wild" Setting.
ACII Workshops
Abhishek Tiwari, Jennifer L. Villatte, Shrikanth Narayanan, Tiago H. Falk
2019 J jnl
Residual convolutional neural network with attentive feature pooling for end-to-end language identification from short-duration speech.
Comput. Speech Lang.
João Monteiro, Jahangir Alam, Tiago H. Falk
2019 — conf
Speech-Based Stress Classification based on Modulation Spectral Features and Convolutional Neural Networks.
EUSIPCO
Anderson R. Avila, Shruti Rajendra Kshirsagar, Abhishek Tiwari, Daniel Lafond, Douglas D. O'Shaughnessy, Tiago H. Falk
2019 — conf
Stress and Anxiety Measurement "In-the-Wild" Using Quality-aware Multi-scale HRV Features.
EMBC
Abhishek Tiwari, Shrikanth S. Narayanan, Tiago H. Falk
2019 B conf
Towards the development of a non-intrusive objective quality measure for DNN-enhanced speech.
QoMEX
João Felipe Santos, Tiago H. Falk
2019 J jnl
Why is Multimedia Quality of Experience Assessment a Challenging Problem?
IEEE Access
Zahid Akhtar, Kamran Siddique, Ajita Rattani, Syaheerah Lebai Lutfi, Tiago H. Falk
2018 B conf
A Neurophysiological Sensor-Equipped Head-Mounted Display for Instrumental QoE Assessment of Immersive Multimedia.
QoMEX
Raymundo Cassani, Marc-Antoine Moinnereau, Tiago H. Falk
2018 J jnl
Adaptive Spectro-Temporal Filtering for Electrocardiogram Signal Enhancement.
IEEE J. Biomed. Health Informatics
Diana P. Tobón, Tiago H. Falk
2018 — conf
Adversarial Examples Detection Using No-Reference Image Quality Features.
ICCST
Zahid Akhtar, João Monteiro, Tiago H. Falk
2018 Misc conf
Dual-Channel Modulation Energy Metric for Direct-to-Reverberation Ratio Estimation.
ICASSP
Sebastian Braun, João Felipe Santos, Emanuël A. P. Habets, Tiago H. Falk
2018 B conf
EEG Artifact Removal for Improved Automated Lane Change Detection while Driving.
SMC
Marc-Antoine Moinnereau, Sam Karimian-Azari, Tsuyoshi Sakuma, Hidenori Boutani, Lucian Gheorghe, Tiago H. Falk
2018 J jnl
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.
Francisco J. Fraga, Godofredo Quispe Mamani, Erin Johns, Guilherme Tavares, Tiago H. Falk, Natalie A. Phillips
2018 J jnl
Fusion of bottleneck, spectral and modulation spectral features for improved speaker verification of neutral and whispered speech.
Speech Commun.
Milton Orlando Sarria-Paja, Tiago H. Falk
2018 J jnl
Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch.
CoRR
João Monteiro, Zahid Akhtar, Tiago H. Falk
2018 Misc conf
Improved Audio-Visual Laughter Detection Via Multi-Scale Multi-Resolution Image Texture Features and Classifier Fusion.
ICASSP
Zahid Akhtar, Stefany Bedoya, Tiago H. Falk
2018 A conf
Investigating Speech Enhancement and Perceptual Quality for Speech Emotion Recognition.
INTERSPEECH
Anderson R. Avila, Md. Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk
2018 — conf
Multimodal Assessment of Human Innovation Perception Based on Eye Tracking, Electroencephalography and Electrocardiography.
CCECE
Isabela Albuquerque, João Monteiro, Tiago H. Falk, Vuk Pavlovic, Ferdin Ephrem, Diana Lucaci
2018 B conf
On the Analysis of EEG Features for Mental Workload Assessment During Physical Activity.
SMC
Isabela Albuquerque, Abhishek Tiwari, Jean-François Gagnon, Daniel Lafond, Mark Parent, Sébastien Tremblay, Tiago H. Falk
2018 B conf
Resting-Awake EEG Amplitude Modulation can Predict Performance of an fNIRS-Based Neurofeedback Task.
SMC
Lucas Trambaiolli, Raymundo Cassani, Claudinei Biazoli, Andre Mascioli Cravo, Joo Sato, Tiago H. Falk
2018 J jnl
Speech Dereverberation With Context-Aware Recurrent Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process.
João Felipe Santos, Tiago H. Falk
2018 B conf
Towards a Neuro-Inspired No-Reference Instrumental Quality Measure for Text-to-Speech Systems.
QoMEX
Rishabh Gupta, Anderson R. Avila, Tiago H. Falk
2018 J jnl
Visual Nonverbal Behavior Analysis: The Path Forward.
IEEE Multim.
Zahid Akhtar, Tiago H. Falk
2017 — conf
An automated framework for emotional fMRI data analysis using covariance matrix.
GlobalSIP
Vahab Youssofzadeh, Zahid Akhtar, Amir Mohammad Amiri, Tiago H. Falk
2017 J jnl
Audio-Visual Multimedia Quality Assessment: A Comprehensive Survey.
IEEE Access
Zahid Akhtar, Tiago H. Falk
2017 — conf
Combining left and right wrist vein images for personal verification.
IPTA
Mohamed Cheniti, Zahid Akhtar, Naceur-Eddine Boukezzoula, Tiago H. Falk
2017 B conf
EEG coupling features: Towards mental workload measurement based on wearables.
SMC
Alexandre Drouin-Picaro, Isabela Albuquerque, Jean-François Gagnon, Daniel Lafond, Tiago H. Falk
2017 J jnl
Electroencephalography Amplitude Modulation Analysis for Automated Affective Tagging of Music Video Clips.
Frontiers Comput. Neurosci.
Andrea Clerico, Abhishek Tiwari, Rishabh Gupta, Srinivasan Jayaraman, Tiago H. Falk
2017 Misc conf
Event-related synchronisation responses to N-back memory tasks discriminate between healthy ageing, mild cognitive impairment, and mild Alzheimer's disease.
ICASSP
Francisco J. Fraga, Leonardo A. Ferreira, Tiago H. Falk, Erin Johns, Natalie D. Phillips
2017 J jnl
Fusion of auditory inspired amplitude modulation spectrum and cepstral features for whispered and normal speech speaker verification.
Comput. Speech Lang.
Milton Orlando Sarria-Paja, Tiago H. Falk
2017 C conf
Improved heart rate variability measurement based on modulation spectral processing of noisy electrocardiogram signals.
BSN
Diana P. Tobón, Srinivasan Jayaraman, Tiago H. Falk
2017 J jnl
Latent factor analysis for synthesized speech quality-of-experience assessment.
Qual. User Exp.
Rishabh Gupta, Tiago H. Falk
2017 J jnl
Mental Task Evaluation for Hybrid NIRS-EEG Brain-Computer Interfaces.
Comput. Intell. Neurosci.
Hubert J. Banville, Rishabh Gupta, Tiago H. Falk
2017 — conf
Modulation spectrum based beamforming for speech enhancement.
WASPAA
Sam Karimian-Azari, Tiago H. Falk
2017 J jnl
Multimodal Physiological Quality-of-Experience Assessment of Text-to-Speech Systems.
IEEE J. Sel. Top. Signal Process.
Rishabh Gupta, Hubert J. Banville, Tiago H. Falk
2017 — conf
Multimodal smartphone user authentication using touchstroke, phone-movement and face patterns.
GlobalSIP
Zahid Akhtar, Attaullah Buriro, Bruno Crispo, Tiago H. Falk
2017 J jnl
Speech Dereverberation with Context-aware Recurrent Neural Networks.
CoRR
João Felipe Santos, Tiago H. Falk
2017 — conf
Speech emotion recognition on mobile devices based on modulation spectral feature pooling and deep neural networks.
ISSPIT
Anderson R. Avila, João Monteiro, Douglas D. O'Shaughnessy, Tiago H. Falk
2017 Misc conf
Speech temporal dynamics fusion approaches for noise-robust reverberation time estimation.
ICASSP
Mohammed Senoussaoui, João Felipe Santos, Tiago H. Falk
2017 J jnl
Towards automated electroencephalography-based Alzheimer's disease diagnosis using portable low-density devices.
Biomed. Signal Process. Control.
Raymundo Cassani, Tiago H. Falk, Francisco J. Fraga, Marco Cecchi, Dennis K. Moore, Renato Anghinah
2017 — conf
Variants of mel-frequency cepstral coefficients for improved whispered speech speaker verification in mismatched conditions.
EUSIPCO
Milton Orlando Sarria-Paja, Tiago H. Falk
2016 B conf
A Quality Adaptive Multimodal Affect Recognition System for User-Centric Multimedia Indexing.
ICMR
Rishabh Gupta, Mojtaba Khomami Abadi, Jesús Alejandro Cárdenes Cabré, Fabio Morreale, Tiago H. Falk, Nicu Sebe
2016 — conf
Adaptive Modulation Spectral Filtering for Improved Electrocardiogram Quality Enhancement.
CinC
Diana P. Tobón, Tiago H. Falk
2016 — conf
Biometrics and classifier fusion to predict the fun-factor in video gaming.
CIG
Andrea Clerico, Cindy Chamberland, Mark Parent, Pierre-Emmanuel Michon, Sébastien Tremblay, Tiago H. Falk, Jean-Christophe Gagnon, Philip L. Jackson
2016 Misc conf
Feature mapping, score-, and feature-level fusion for improved normal and whispered speech speaker verification.
ICASSP
Milton Orlando Sarria-Paja, Mohammed Senoussaoui, Douglas D. O'Shaughnessy, Tiago H. Falk
2016 C conf
Laughter detection based on the fusion of local binary patterns, spectral and prosodic features.
MMSP
Stefany Bedoya, Tiago H. Falk
2016 J jnl
MS-QI: A Modulation Spectrum-Based ECG Quality Index for Telehealth Applications.
IEEE Trans. Biomed. Eng.
Diana P. Tobón, Tiago H. Falk, Martin Maier
2016 — conf
Modeling the Operator Functional State for Emergency Response Management.
ISCRAM
Mark Parent, Jean-François Gagnon, Tiago H. Falk, Sébastien Tremblay
2016 — conf
Performance comparison of intrusive and non-intrusive instrumental quality measures for enhanced speech.
IWAENC
Anderson R. Avila, Benjamin Cauchi, Stefan Goetze, Simon Doclo, Tiago H. Falk
2016 C conf
Physiological quality-of-experience assessment of text-to-speech systems.
MMSP
Rishabh Gupta, Tiago H. Falk
2016 — conf
Predicting the quality of processed speech by combining modulation-based features and model trees.
ITG Symposium on Speech Communication
Benjamin Cauchi, João Felipe Santos, Kai Siedenburg, Tiago H. Falk, Patrick A. Naylor, Simon Doclo, Stefan Goetze
2016 J jnl
Relevance vector classifier decision fusion and EEG graph-theoretic features for automatic affective state characterization.
Neurocomputing
Rishabh Gupta, Khalil ur Rehman Laghari, Tiago H. Falk
2016 J jnl
Using affective brain-computer interfaces to characterize human influential factors for speech quality-of-experience perception modelling.
Hum. centric Comput. Inf. Sci.
Rishabh Gupta, Khalil ur Rehman Laghari, Hubert J. Banville, Tiago H. Falk
2015 — conf
Affective state characterization based on electroencephalography graph-theoretic features.
NER
Rishabh Gupta, Tiago H. Falk
2015 — conf
MuLES: An Open Source EEG Acquisition and Streaming Server for Quick and Simple Prototyping and Recording.
IUI Companion
Raymundo Cassani, Hubert J. Banville, Tiago H. Falk
2015 — conf
Mutual information between inter-hemispheric EEG spectro-temporal patterns: A new feature for automated affect recognition.
NER
Andrea Clerico, Rishabh Gupta, Tiago H. Falk
2015 J jnl
Objective Quality and Intelligibility Prediction for Users of Assistive Listening Devices: Advantages and limitations of existing tools.
IEEE Signal Process. Mag.
Tiago H. Falk, Vijay Parsa, João Felipe Santos, Kathryn Hoberg Arehart, Oldooz Hazrati, Rainer Huber, James M. Kates, Susan Scollie
2015 J jnl
On Wavelet Decomposition over Finite Fields.
CoRR
Hélio M. de Oliveira, Tiago H. Falk
2015 Misc conf
On the potential for artificial bandwidth extension of bone and tissue conducted speech: a mutual information study.
ICASSP
Rachel E. Bouserhal, Tiago H. Falk, Jérémie Voix
2015 — conf
Online ECG quality assessment for context-aware wireless body area networks.
CCECE
Diana P. Tobón, Tiago H. Falk
2015 — conf
PhySyQX: A database for physiological evaluation of synthesised speech quality-of-experience.
WASPAA
Rishabh Gupta, Hubert J. Banville, Tiago H. Falk
2015 J jnl
SRMR variants for improved blind room acoustics characterization.
CoRR
Mohammed Senoussaoui, João Felipe Santos, Tiago H. Falk
2015 — conf
The effects of whispered speech on state-of-the-art voice based biometrics systems.
CCECE
Milton Orlando Sarria-Paja, Mohammed Senoussaoui, Tiago H. Falk
2014 — conf
An improved non-intrusive intelligibility metric for noisy and reverberant speech.
IWAENC
João Felipe Santos, Mohammed Senoussaoui, Tiago H. Falk
2014 — conf
Characterization of human emotions and preferences for text-to-speech systems using multimodal neuroimaging methods.
CCECE
Khalil ur Rehman Laghari, Rishabh Gupta, Sebastian Arndt, Jan-Niklas Antons, Sebastian Möller, Tiago H. Falk
2014 J jnl
Cochlear Implant Filterbank Design and Optimization: A Simulation Study.
IEEE ACM Trans. Audio Speech Lang. Process.
Stefano Cosentino, Tiago H. Falk, David McAlpine, Torsten Marquardt
2014 J jnl
Correction: EEG amplitude modulation analysis for semi-automated diagnosis of Alzheimer's disease.
EURASIP J. Adv. Signal Process.
Tiago H. Falk, Francisco J. Fraga, Lucas Trambaiolli, Renato Anghinah
2014 A conf
Improving the performance of far-field speaker verification using multi-condition training: the case of GMM-UBM and i-vector systems.
INTERSPEECH
Anderson R. Avila, Milton Orlando Sarria-Paja, Francisco J. Fraga, Douglas D. O'Shaughnessy, Tiago H. Falk
2014 — conf
Model Fusion for Multimodal Depression Classification and Level Detection.
AVEC@MM
Mohammed Senoussaoui, Milton Orlando Sarria-Paja, João Felipe Santos, Tiago H. Falk
2014 J jnl
Updating the SRMR-CI metric for improved intelligibility prediction for cochlear implant users.
IEEE ACM Trans. Audio Speech Lang. Process.
João Felipe Santos, Tiago H. Falk
2013 J jnl
An Investigation into the Relationship Between Perceived Quality-of-Experience and Virtual Acoustic Environments: the Case of 3D Audio Telephony.
J. Univers. Comput. Sci.
Khalil ur Rehman Laghari, Tiago H. Falk, Mansoor Hyder, Michael Haun, Christian Hoene, Noël Crespi
2013 — conf
Classification of vibratory patterns of the upper airway during sleep.
EMBC
Hisham Alshaer, Frank Rudzicz, Tiago H. Falk, Wen-Hou Tseng, T. Douglas Bradley
2013 Misc conf
Cognitive, affective, and experience correlates of speech quality perception in complex listening conditions.
ICASSP
Jan-Niklas Antons, Khalil ur Rehman Laghari, Sebastian Arndt, Robert Schleicher, Sebastian Möller, Douglas D. O'Shaughnessy, Tiago H. Falk
2013 J jnl
Context awareness in WBANs: a survey on medical and non-medical applications.
IEEE Wirel. Commun.
Diana P. Tobón, Tiago H. Falk, Martin Maier
2013 B conf
Neurophysiological experimental facility for Quality of Experience (QoE) assessment.
IM
Khalil ur Rehman Laghari, Rishabh Gupta, Sebastian Arndt, Jan-Niklas Antons, Robert Schleicher, Sebastian Möller, Tiago H. Falk
2013 Misc conf
Non-intrusive objective speech quality and intelligibility prediction for hearing instruments in complex listening environments.
ICASSP
Tiago H. Falk, Stefano Cosentino, João Felipe Santos, David Suelzle, Vijay Parsa
2013 — conf
Objective characterization of human behavioural characteristics for QoE assessment: A pilot study on the use of electroencephalography features.
GLOBECOM Workshops
Khalil ur Rehman Laghari, Rishabh Gupta, Jan-Niklas Antons, Robert Schleicher, Sebastian Möller, Tiago H. Falk
2013 J jnl
Objective speech intelligibility measurement for cochlear implant users in complex listening environments.
Speech Commun.
João Felipe Santos, Stefano Cosentino, Oldooz Hazrati, Philipos C. Loizou, Tiago H. Falk
2013 A conf
Predicting the bilateral advantage in cochlear implantees using a non-intrusive speech intelligibility measure.
INTERSPEECH
Stefano Cosentino, Tiago H. Falk, David McAlpine
2013 B conf
Subjective quality ratings and physiological correlates of synthesized speech.
QoMEX
Sebastian Arndt, Jan-Niklas Antons, Rishabh Gupta, Khalil ur Rehman Laghari, Robert Schleicher, Sebastian Möller, Tiago H. Falk
2013 Misc conf
Towards an EEG-based biomarker for Alzheimer's disease: Improving amplitude modulation analysis features.
ICASSP
Francisco J. Fraga, Tiago H. Falk, Lucas Trambaiolli, Eliezyer Fermino de Oliveira, Walter H. L. Pinaya, Paulo A. M. Kanda, Renato Anghinah
2013 — conf
User-Centric Quality of Experience Measurement.
MobiCASE
Bachir Chihani, Khalil ur Rehman Laghari, Emmanuel Bertin, Denis Collange, Noël Crespi, Tiago H. Falk
2013 Misc conf
Very early detection of Autism Spectrum Disorders based on acoustic analysis of pre-verbal vocalizations of 18-month old toddlers.
ICASSP
João Felipe Santos, Nirit Brosh, Tiago H. Falk, Lonnie Zwaigenbaum, Susan E. Bryson, Wendy Roberts, Isabel M. Smith, Peter Szatmari, Jessica A. Brian
2013 B conf
Welcome message from the QoMEX 2013 chairs.
QoMEX
Christian Timmerer, Patrick Le Callet, Martín Varela, Stefan Winkler, Tiago H. Falk, Raimund Schatz
2013 J jnl
Whispered Speech Detection in Noise Using Auditory-Inspired Modulation Spectrum Features.
IEEE Signal Process. Lett.
Milton Orlando Sarria-Paja, Tiago H. Falk
2013 Misc conf
Whispered speaker verification and gender detection using weighted instantaneous frequencies.
ICASSP
Milton Orlando Sarria-Paja, Tiago H. Falk, Douglas D. O'Shaughnessy
2012 A conf
Automated Dysarthria Severity Classification for Improved Objective Intelligibility Assessment of Spastic Dysarthric Speech.
INTERSPEECH
Milton Orlando Sarria-Paja, Tiago H. Falk
2012 J jnl
Characterization of atypical vocal source excitation, temporal dynamics and prosody for objective measurement of dysarthric word intelligibility.
Speech Commun.
Tiago H. Falk, Wai-Yip Chan, Fraser Shein
2012 J jnl
EEG Amplitude Modulation Analysis for Semi-Automated Diagnosis of Alzheimer's Disease.
EURASIP J. Adv. Signal Process.
Tiago H. Falk, Francisco J. Fraga, Lucas Trambaiolli, Renato Anghinah
2012 — conf
Performance Comparison of Algorithms for Blind Reverberation Time Estimation from Speech.
IWAENC
Nikolay D. Gaubitch, Heinrich W. Löllmann, Marco Jeub, Tiago H. Falk, Patrick A. Naylor, Peter Vary, Mike Brookes
2012 A conf
Performance Comparison of Intrusive Objective Speech Intelligibility and Quality Metrics for Cochlear Implant Users.
INTERSPEECH
João Felipe Santos, Stefano Cosentino, Oldooz Hazrati, Philipos C. Loizou, Tiago H. Falk
2012 B conf
Preliminary findings on image preference characterization based on neurophysiological signal analysis: Towards objective QoE modeling.
QoMEX
Tiago H. Falk, Yael Pomerantz, Khalil ur Rehman Laghari, Sebastian Möller, Tom Chau
2012 — conf
Quality-of-Experience perception for video streaming services: Preliminary subjective and objective results.
APSIPA
Khalil ur Rehman Laghari, Omneya Issa, Filippo Speranza, Tiago H. Falk
2012 — conf
Towards objective measures of speech intelligibility for Cochlear Implant users in reverberant environments.
ISSPA
Stefano Cosentino, Torsten Marquardt, David McAlpine, Tiago H. Falk
2011 A conf
An Assessment of the Improvement Potential of Time-Frequency Masking for Speech Dereverberation.
INTERSPEECH
Chenxi Zheng, Tiago H. Falk, Wai-Yip Chan
2011 J jnl
Automatic speech emotion recognition using modulation spectral features.
Speech Commun.
Siqing Wu, Tiago H. Falk, Wai-Yip Chan
2011 — conf
EEG spectro-temporal modulation energy: A new feature for automated diagnosis of Alzheimer's disease.
EMBC
Lucas Trambaiolli, Tiago H. Falk, Francisco J. Fraga, Renato Anghinah, Ana Carolina Lorena
2011 J jnl
On the development of a computer-based handwriting assessment tool to objectively quantify handwriting proficiency in children.
Comput. Methods Programs Biomed.
Tiago H. Falk, Cynthia Tam, Heidi Schellnus, Tom Chau
2011 Misc conf
Quantifying perturbations in temporal dynamics for automated assessment of spastic dysarthric speech intelligibility.
ICASSP
Tiago H. Falk, Richard Hummel, Wai-Yip Chan
2011 A conf
Spectral Features for Automatic Blind Intelligibility Estimation of Spastic Dysarthric Speech.
INTERSPEECH
Richard Hummel, Wai-Yip Chan, Tiago H. Falk
2011 J jnl
Speech Quality Estimation: Models and Trends.
IEEE Signal Process. Mag.
Sebastian Möller, Wai-Yip Chan, Nicolas Côté, Tiago H. Falk, Alexander Raake, Marcel Wältermann
2011 — conf
Using acoustic measures to predict automatic speech recognition performance for dysarthric speakers.
MAVEBA
Kinfe Tadesse Mengistu, Frank Rudzicz, Tiago H. Falk
2010 J jnl
A Non-Intrusive Quality and Intelligibility Measure of Reverberant and Dereverberated Speech.
IEEE Trans. Speech Audio Process.
Tiago H. Falk, Chenxi Zheng, Wai-Yip Chan
2010 — conf
Comparison of Approaches for Instrumentally Predicting the Quality of Text-to-Speech Systems: Data from Blizzard Challenges 2008 and 2009.
Blizzard Challenge
Florian Hinterleitner, Sebastian Möller, Tiago H. Falk, Tim Polzehl
2010 A conf
Comparison of approaches for instrumentally predicting the quality of text-to-speech systems.
INTERSPEECH
Sebastian Möller, Florian Hinterleitner, Tiago H. Falk, Tim Polzehl
2010 Misc conf
Improving the performance of NIRS-based brain-computer interfaces in the presence of background auditory distractions.
ICASSP
Tiago H. Falk, Kelly Paton, Sarah D. Power, Tom Chau
2010 J jnl
Modulation Spectral Features for Robust Far-Field Speaker Identification.
IEEE Trans. Speech Audio Process.
Tiago H. Falk, Wai-Yip Chan
2010 J jnl
Temporal Dynamics for Blind Measurement of Room Acoustical Parameters.
IEEE Trans. Instrum. Meas.
Tiago H. Falk, Wai-Yip Chan
2009 — conf
Automatic recognition of speech emotion using long-term spectro-temporal features.
DPS
Siqing Wu, Tiago H. Falk, Wai-Yip Chan
2009 J jnl
Performance Study of Objective Speech Quality Measurement for Modern Wireless-VoIP Communications.
EURASIP J. Audio Speech Music. Process.
Tiago H. Falk, Wai-Yip Chan
2008 J jnl
Hybrid Signal-and-Link-Parametric Speech Quality Measurement for VoIP Communications.
IEEE Trans. Speech Audio Process.
Tiago H. Falk, Wai-Yip Chan
2008 — conf
Improving Instrumental Quality Prediction Performance for the Blizzard Challenge.
Blizzard Challenge
Tiago H. Falk, Sebastian Möller, Vasilis Karaiskos, Simon King
2008 A conf
Long-term spectro-temporal information for improved automatic speech emotion classification.
INTERSPEECH
Siqing Wu, Tiago H. Falk, Wai-Yip Chan
2008 A conf
Spectro-temporal features for robust far-field speaker identification.
INTERSPEECH
Tiago H. Falk, Wai-Yip Chan
2008 J jnl
Towards Signal-Based Instrumental Quality Diagnosis for Text-to-Speech Systems.
IEEE Signal Process. Lett.
Tiago H. Falk, Sebastian Möller
2007 — conf
A Hybrid Signal-and-Link-Parametric Approach to Single-Ended Quality Measurement of Packetized Speech.
ICASSP (4)
Tiago H. Falk, Hua Yuan, Wai-Yip Chan
2007 A conf
Degradation-classification assisted single-ended quality measurement of speech.
INTERSPEECH
Hua Yuan, Tiago H. Falk, Wai-Yip Chan
2007 A conf
Noise suppression based on extending a speech-dominated modulation band.
INTERSPEECH
Tiago H. Falk, Svante Stadler, W. Bastiaan Kleijn, Wai-Yip Chan
2007 J jnl
Single-Ended Quality Measurement of Noise Suppressed Speech Based on Kullback-Leibler Distances.
J. Multim.
Tiago H. Falk, Hua Yuan, Wai-Yip Chan
2007 A conf
Spectro-temporal processing for blind estimation of reverberation time and single-ended quality measurement of reverberant speech.
INTERSPEECH
Tiago H. Falk, Hua Yuan, Wai-Yip Chan
2006 — conf
Breast Cancer Prognosis via Gaussian Mixture Regression.
CCECE
Tiago H. Falk, Hagit Shatkay, Wai-Yip Chan
2006 — conf
Enhanced Non-Intrusive Speech Quality Measurement Using Degradation Models.
ICASSP (1)
Tiago H. Falk, Wai-Yip Chan
2006 J jnl
Nonintrusive speech quality estimation using Gaussian mixture models.
IEEE Signal Process. Lett.
Tiago H. Falk, Wai-Yip Chan
2006 J jnl
Single-Ended Speech Quality Measurement Using Machine Learning Methods.
IEEE Trans. Speech Audio Process.
Tiago H. Falk, Wai-Yip Chan
2005 — conf
A sequential feature selection algorithm for GMM-based speech quality estimation.
EUSIPCO
Tiago H. Falk, Wai-Yip Chan
2005 A conf
An improved GMM-based voice quality predictor.
INTERSPEECH
Tiago H. Falk, Wai-Yip Chan, Peter Kabal
2005 — conf
Non-Intrusive GMM-Based Speech Quality Measurement.
ICASSP (1)
Tiago H. Falk, Qingfeng Xu, Wai-Yip Chan
2004 J jnl
Finite-state Markov modeling of correlated Rician-fading channels.
IEEE Trans. Veh. Technol.
Cecilio Pimentel, Tiago H. Falk, Luciano Lisbôa
2004 A conf
Speech quality estimation using Gaussian mixture models.
INTERSPEECH
Tiago H. Falk, Wai-Yip Chan, Peter Kabal