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Tiago H. Falk
Tiago Henrique Falk
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2020 – today
- 2024
- [j71]Orson Mengara
, Anderson R. Avila, Tiago H. Falk
:
Backdoor Attacks to Deep Neural Networks: A Survey of the Literature, Challenges, and Future Research Directions. IEEE Access 12: 29004-29023 (2024) - [j70]Yi Zhu
, Tiago H. Falk:
Spectral-temporal saliency masks and modulation tensorgrams for generalizable COVID-19 detection. Comput. Speech Lang. 86: 101620 (2024) - [j69]Marilia K. S. Lopes, Tiago H. Falk:
Audio-visual-olfactory immersive digital nature exposure for stress and anxiety reduction: a systematic review on systems, outcomes, and challenges. Frontiers Virtual Real. 5 (2024) - [j68]Yi Zhu
, Mohamed Imoussaïne-Aïkous, Carolyn Côté-Lussier
, Tiago H. Falk
:
On the Impact of Voice Anonymization on Speech Diagnostic Applications: A Case Study on COVID-19 Detection. IEEE Trans. Inf. Forensics Secur. 19: 5151-5165 (2024) - [c137]Salaar Liaqat
, Daniyal Liaqat
, Tatiana Son
, Tiago H. Falk
, Robert Wu
, Andrea S. Gershon
, Eyal de Lara
, Alex Mariakakis
:
Promoting Engagement in Remote Patient Monitoring Using Asynchronous Messaging. CHI 2024: 241:1-241:18 - [c136]Yi Zhu, Saurabh Powar, Tiago H. Falk:
Characterizing the Temporal Dynamics of Universal Speech Representations for Generalizable Deepfake Detection. ICASSP Workshops 2024: 139-143 - [c135]Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Tiago H. Falk:
VIC-KD: Variance-Invariance-Covariance Knowledge Distillation to Make Keyword Spotting More Robust Against Adversarial Attacks. ICASSP 2024: 12196-12200 - [c134]G. Robert Arrabito, Ming Hou, Sebastian Fischmeister, Tiago H. Falk, Hannah Willoughby, Madison Cameron, Liam Foley, Sarah Normandin, Simon P. Banbury:
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 2024: 1-4 - [c133]Marc-Antoine Moinnereau, Tiago H. Falk:
Cybersickness Marker Prediction Using a Biosensors-Instrumented VR Headset: A Pilot Study. ICHMS 2024: 1-6 - [c132]Ihsân Grichi, Mina Jaberi, Tiago H. Falk:
Biosensor-Instrumented xR Headsets: A Double-Edged Sword for User Identity and Privacy Management in the Metaverse. ISMAR-Adjunct 2024: 17-19 - [c131]Arthur Pimentel, Yi Zhu, Heitor R. Guimarães, Tiago H. Falk:
Efficient Audio Deepfake Detection using WavLM with Early Exiting. WIFS 2024: 1-6 - [i24]Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk:
An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task Learning. CoRR abs/2403.08654 (2024) - [i23]Mahsa Abdollahi, Yi Zhu, Heitor R. Guimarães, Nico Coallier, Ségolène Maucourt, Pierre Giovenazzo, Tiago H. Falk:
UrBAN: Urban Beehive Acoustics and PheNotyping Dataset. CoRR abs/2406.03657 (2024) - [i22]Yi Zhu, Tiago H. Falk:
WavRx: a Disease-Agnostic, Generalizable, and Privacy-Preserving Speech Health Diagnostic Model. CoRR abs/2406.18731 (2024) - 2023
- [j67]Shruti Rajendra Kshirsagar, Anurag Pendyala, Tiago H. Falk:
Task-specific speech enhancement and data augmentation for improved multimodal emotion recognition under noisy conditions. Frontiers Comput. Sci. 5 (2023) - [j66]Belmir Jose De Jesus Junior, Léa Perreault, Marilia K. S. Lopes, Marie-Claude Roberge, Alcyr Alves de Oliveira, Tiago H. Falk:
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. 4 (2023) - [j65]Reza Amini Gougeh
, Tiago H. Falk:
Towards instrumental quality assessment of multisensory immersive experiences using a biosensor-equipped head-mounted display. Qual. User Exp. 8(1) (2023) - [j64]Abhishek Tiwari, Gordon Gray, Parker Bondi, Amin Mahnam
, Tiago H. Falk
:
Automated Multi-Wavelength Quality Assessment of Photoplethysmography Signals Using Modulation Spectrum Shape Features. Sensors 23(12): 5606 (2023) - [j63]Olivier Rosanne
, Alcyr Alves de Oliveira
, Tiago H. Falk
:
EEG Amplitude Modulation Analysis across Mental Tasks: Towards Improved Active BCIs. Sensors 23(23): 9352 (2023) - [j62]Yi Zhu
, Abhishek Tiwari, João Monteiro, Shruti Rajendra Kshirsagar, Tiago H. Falk
:
COVID-19 Detection via Fusion of Modulation Spectrum and Linear Prediction Speech Features. IEEE ACM Trans. Audio Speech Lang. Process. 31: 1536-1549 (2023) - [c130]Mahsa Abdollahi, Nico Coallier
, Pierre Giovenazzo, Tiago H. Falk:
Performance Comparison of Voice Activity Detectors for Acoustic Beehive Monitoring. CCECE 2023: 320-323 - [c129]Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk:
Robustdistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness. ICASSP 2023: 1-5 - [c128]Yi Zhu, Mahil Hussain Shaik, Tiago H. Falk:
On the Importance of Different Cough Phases for COVID-19 Detection. ICASSP 2023: 1-5 - [c127]Tiago Henrique Falk
:
Multisensory Immersive Experiences: From Monitoring of Human Influential Factors to New Applications in Healthcare. IXR@MM 2023: 37 - [c126]Heitor R. Guimarães, Yi Zhu, Orson Mengara, Anderson R. Avila, Tiago H. Falk:
Assessing the Vulnerability of Self-Supervised Speech Representations for Keyword Spotting Under White-Box Adversarial Attacks. SMC 2023: 1672-1677 - [c125]Abhishek Tiwari, Gloria Wu, Katrina Innanen, Amin Mahnam, Bastien Moineau, Tiago H. Falk:
On the Use of FOOOF for Electroencephalography Quality Measurement and Device Assessment. SMC 2023: 4746-4751 - [d1]Yi Zhu
, Mahsa Abdollahi
, Ségolène Maucourt
, Nico Coallier, Heitor R. Guimarães
, Pierre Giovenazzo
, Tiago H. Falk
:
MSPB: a longitudinal multi-sensor dataset with phenotypic trait measurements from honey bees. Zenodo, 2023 - [i21]Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk:
RobustDistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness. CoRR abs/2302.09437 (2023) - [i20]Yi Zhu, Mohamed Imoussaïne-Aïkous, Carolyn Côté-Lussier, Tiago H. Falk:
On the Impact of Voice Anonymization on Speech-Based COVID-19 Detection. CoRR abs/2304.02181 (2023) - [i19]Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Tiago H. Falk:
An Exploration into the Performance of Unsupervised Cross-Task Speech Representations for "In the Wild" Edge Applications. CoRR abs/2305.05443 (2023) - [i18]Vamsikrishna Chemudupati, Marzieh S. Tahaei, Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk:
On the Transferability of Whisper-based Representations for "In-the-Wild" Cross-Task Downstream Speech Applications. CoRR abs/2305.14546 (2023) - [i17]Yi Zhu, Saurabh Powar, Tiago H. Falk:
Characterizing the temporal dynamics of universal speech representations for generalizable deepfake detection. CoRR abs/2309.08099 (2023) - [i16]Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Tiago H. Falk:
VIC-KD: Variance-Invariance-Covariance Knowledge Distillation to Make Keyword Spotting More Robust Against Adversarial Attacks. CoRR abs/2309.12914 (2023) - [i15]Arthur Pimentel, Heitor R. Guimarães, Anderson R. Avila, Mehdi Rezagholizadeh, Tiago H. Falk:
On the Impact of Quantization and Pruning of Self-Supervised Speech Models for Downstream Speech Recognition Tasks "In-the-Wild". CoRR abs/2309.14462 (2023) - [i14]Yi Zhu, Mahsa Abdollahi, Ségolène Maucourt, Nico Coallier
, Heitor R. Guimarães, Pierre Giovenazzo, Tiago H. Falk:
MSPB: a longitudinal multi-sensor dataset with phenotypic trait measurements from honey bees. CoRR abs/2311.10876 (2023) - 2022
- [j61]Isabela Albuquerque, João Monteiro, Olivier Rosanne, Tiago H. Falk:
Estimating distribution shifts for predicting cross-subject generalization in electroencephalography-based mental workload assessment. Frontiers Artif. Intell. 5 (2022) - [j60]Reza Amini Gougeh, Tiago H. Falk:
Head-Mounted Display-Based Virtual Reality and Physiological Computing for Stroke Rehabilitation: A Systematic Review. Frontiers Virtual Real. 3: 889271 (2022) - [j59]Marc-Antoine Moinnereau, Alcyr Oliveira, Tiago H. Falk:
Instrumenting a virtual reality headset for at-home gamer experience monitoring and behavioural assessment. Frontiers Virtual Real. 3 (2022) - [j58]Marc-Antoine Moinnereau, Alcyr Alves de Oliveira, Tiago H. Falk
:
Immersive media experience: a survey of existing methods and tools for human influential factors assessment. Qual. User Exp. 7(1) (2022) - [j57]Abhishek Tiwari, Raymundo Cassani, Shruti Rajendra Kshirsagar, Diana P. Tobón
, Yi Zhu
, Tiago H. Falk
:
Modulation Spectral Signal Representation for Quality Measurement and Enhancement of Wearable Device Data: A Technical Note. Sensors 22(12): 4579 (2022) - [j56]Shruti Rajendra Kshirsagar
, Tiago H. Falk
:
Cross-Language Speech Emotion Recognition Using Bag-of-Word Representations, Domain Adaptation, and Data Augmentation. Sensors 22(17): 6445 (2022) - [j55]João Monteiro
, Jahangir Alam, Tiago H. Falk:
Multi-level self-attentive TDNN: A general and efficient approach to summarize speech into discriminative utterance-level representations. Speech Commun. 140: 42-49 (2022) - [j54]Shruti Rajendra Kshirsagar
, Tiago H. Falk:
Quality-Aware Bag of Modulation Spectrum Features for Robust Speech Emotion Recognition. IEEE Trans. Affect. Comput. 13(4): 1892-1905 (2022) - [c124]Yi Zhu
, Alex Mariakakis
, Eyal de Lara, Tiago H. Falk:
How Generalizable and Interpretable are Speech-Based COVID-19 Detection Systems?: A Comparative Analysis and New System Proposal. BHI 2022: 1-5 - [c123]Yi Zhu
, Tiago H. Falk:
Fusion of Modulation Spectral and Spectral Features with Symptom Metadata for Improved Speech-Based Covid-19 Detection. ICASSP 2022: 8997-9001 - [c122]Reza Amini Gougeh, Belmir J. de Jesus, Marilia K. S. Lopes, Marc-Antoine Moinnereau, Walter Schubert, Tiago H. Falk:
Quantifying User Behaviour in Multisensory Immersive Experiences. MetroXRAINE 2022: 64-68 - [c121]Tiago H. Falk, Long B. Le, Roberto Morandotti
:
The Internet of Senses: A Position Paper on the Challenges and Opportunities of Multisensory Immersive Experiences for the Metaverse. MetroXRAINE 2022: 139-144 - [c120]Marilia K. S. Lopes, Belmir J. de Jesus, Marc-Antoine Moinnereau, Reza Amini Gougeh, Olivier M. Rosanne, Walter Schubert, Alcyr Alves de Oliveira, Tiago H. Falk:
Nat(UR)e: Quantifying the Relaxation Potential of Ultra-Reality Multisensory Nature Walk Experiences. MetroXRAINE 2022: 459-464 - [c119]Tina Sedaghat, Salaar Liaqat, Daniyal Liaqat, Robert Wu, Andrea Gershon, Tatiana Son, Tiago H. Falk, Moshe Gabel, Alex Mariakakis
, Eyal de Lara:
Unobtrusive Monitoring of COPD Patients using Speech Collected from Smartwatches in the Wild. PerCom Workshops 2022: 818-823 - [c118]Reza Amini Gougeh, Tiago H. Falk:
Multisensory Immersive Experiences: A Pilot Study on Subjective and Instrumental Human Influential Factors Assessment. QoMEX 2022: 1-6 - [c117]Marc-Antoine Moinnereau, Alcyr Oliveira, Tiago H. Falk:
Human Influential Factors Assessment During At-Home Gaming with an Instrumented VR Headset. QoMEX 2022: 1-4 - [i13]Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Tiago H. Falk:
Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement. CoRR abs/2211.06562 (2022) - 2021
- [j53]Anderson R. Avila, Jahangir Alam, Fabiano O. Costa Prado, Douglas D. O'Shaughnessy, Tiago H. Falk:
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. 66: 101163 (2021) - [j52]Ghulam Muhammad, Fatima Alshehri, Fakhri Karray, Abdulmotaleb El-Saddik, Mansour Alsulaiman, Tiago H. Falk:
A comprehensive survey on multimodal medical signals fusion for smart healthcare systems. Inf. Fusion 76: 355-375 (2021) - [j51]Anderson R. Avila, Douglas D. O'Shaughnessy, Tiago H. Falk:
Automatic speaker verification from affective speech using Gaussian mixture model based estimation of neutral speech characteristics. Speech Commun. 132: 21-31 (2021) - [j50]Anderson R. Avila
, Zahid Akhtar
, João Felipe Santos
, Douglas D. O'Shaughnessy
, Tiago H. Falk
:
Feature Pooling of Modulation Spectrum Features for Improved Speech Emotion Recognition in the Wild. IEEE Trans. Affect. Comput. 12(1): 177-188 (2021) - [c116]Raymundo Cassani, Atsushi Horai, Lucian Andrei Gheorghe, Tiago H. Falk:
Predicting Driver Stress Levels with a Sensor-Equipped Steering Wheel and a Quality-Aware Heart Rate Measurement Algorithm. EMBC 2021: 6822-6825 - [c115]Abhishek Tiwari, Salaar Liaqat, Daniyal Liaqat, Moshe Gabel, Eyal de Lara, Tiago H. Falk:
Remote COPD Severity and Exacerbation Detection Using Heart Rate and Activity Data Measured from a Wearable Device. EMBC 2021: 7450-7454 - [c114]Amr Gaballah
, Abhishek Tiwari, Shrikanth Narayanan, Tiago H. Falk:
Context-Aware Speech Stress Detection in Hospital Workers Using Bi-LSTM Classifiers. ICASSP 2021: 8348-8352 - [c113]Fatima Boudjerida, Atidel Lahoulou, Tiago H. Falk, Zahid Akhtar
:
Parametric Audio-visual Quality Measurement Based on Interpretable Fuzzy Logic. QoMEX 2021: 133-136 - 2020
- [j49]Eliana M. Santos, Raymundo Cassani, Tiago H. Falk
, Francisco J. Fraga
:
Improved motor imagery brain-computer interface performance via adaptive modulation filtering and two-stage classification. Biomed. Signal Process. Control. 57 (2020) - [j48]João Monteiro, Jahangir Alam, Tiago H. Falk:
Generalized end-to-end detection of spoofing attacks to automatic speaker recognizers. Comput. Speech Lang. 63: 101096 (2020) - [j47]Anderson R. Avila
, Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk:
On the use of the i-vector speech representation for instrumental quality measurement. Qual. User Exp. 5(1) (2020) - [j46]Anderson R. Avila
, Douglas D. O'Shaughnessy, Tiago H. Falk:
Non-intrusive speech quality prediction based on the blind estimation of clean speech and the i-vector framework. Qual. User Exp. 5(1) (2020) - [j45]Raymundo Cassani
, Tiago H. Falk
:
Alzheimer's Disease Diagnosis and Severity Level Detection Based on Electroencephalography Modulation Spectral "Patch" Features. IEEE J. Biomed. Health Informatics 24(7): 1982-1993 (2020) - [c112]Raymundo Cassani, Abhishek Tiwari, Tiago H. Falk:
Optimal filter characterization for photoplethysmography-based pulse rate and pulse power spectrum estimation. EMBC 2020: 914-917 - [c111]Lucas R. Trambaiolli, Raymundo Cassani, Tiago H. Falk:
EEG spectro-temporal amplitude modulation as a measurement of cortical hemodynamics: an EEG-fNIRS study. EMBC 2020: 3481-3484 - [c110]Abhishek Tiwari, Raymundo Cassani, Jean-François Gagnon, Daniel Lafond, Sébastien Tremblay
, Tiago H. Falk:
Prediction of Stress and Mental Workload during Police Academy Training Using Ultra-Short-Term Heart Rate Variability and Breathing Analysis. EMBC 2020: 4530-4533 - [c109]João Monteiro, Jahangir Alam, Tiago H. Falk:
An Ensemble Based Approach for Generalized Detection of Spoofing Attacks to Automatic Speaker Recognizers. ICASSP 2020: 6599-6603 - [c108]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:
Enhancing Shoulder Pre-Movements Recognition Through EEG Riemannian Covariance Matrices For a BCI-based Exoskeleton. ICHMS 2020: 1-3 - [c107]João Monteiro, Isabela Albuquerque, Jahangir Alam, R. Devon Hjelm, Tiago H. Falk:
An end-to-end approach for the verification problem: learning the right distance. ICML 2020: 7022-7033 - [c106]João Monteiro, Jahangir Alam, Tiago H. Falk:
On The Performance of Time-Pooling Strategies for End-to-End Spoken Language Identification. LREC 2020: 3566-3572 - [c105]João Monteiro, Jahangir Alam, Tiago H. Falk:
A Multi-condition Training Strategy for Countermeasures Against Spoofing Attacks to Speaker Recognizers. Odyssey 2020: 296-303 - [c104]Abhishek Tiwari, Raymundo Cassani, Jean-François Gagnon, Daniel Lafond, Sébastien Tremblay
, Tiago H. Falk:
Movement Artifact-Robust Mental Workload Assessment During Physical Activity Using Multi-Sensor Fusion. SMC 2020: 3471-3477 - [c103]Raymundo Cassani, Abhishek Tiwari, Ilona Posner, Bruno Afonso, Tiago H. Falk:
Initial Investigation into Neurophysiological Correlates of Argentine Tango Flow States: a Case Study. SMC 2020: 3478-3483 - [c102]Marc-Antoine Moinnereau, Alcyr Oliveira, Tiago H. Falk:
Saccadic Eye Movement Classification Using ExG Sensors Embedded into a Virtual Reality Headset. SMC 2020: 3494-3498 - [i12]João Monteiro, Isabela Albuquerque, Jahangir Alam, R. Devon Hjelm, Tiago H. Falk:
An end-to-end approach for the verification problem: learning the right distance. CoRR abs/2002.09469 (2020) - [i11]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:
TILES-2018: A longitudinal physiologic and behavioral data set of hospital workers. CoRR abs/2003.08474 (2020) - [i10]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:
QUALINET White Paper on Definitions of Immersive Media Experience (IMEx). CoRR abs/2007.07032 (2020)
2010 – 2019
- 2019
- [j44]Zahid Akhtar
, Kamran Siddique
, Ajita Rattani, Syaheerah Lebai Lutfi, Tiago H. Falk:
Why is Multimedia Quality of Experience Assessment a Challenging Problem? IEEE Access 7: 117897-117915 (2019) - [j43]Abhishek Tiwari, Tiago H. Falk:
Lossless electrocardiogram signal compression: A review of existing methods. Biomed. Signal Process. Control. 51: 338-346 (2019) - [j42]Abhishek Tiwari
, Tiago H. Falk
:
Fusion of Motif- and Spectrum-Related Features for Improved EEG-Based Emotion Recognition. Comput. Intell. Neurosci. 2019: 3076324:1-3076324:14 (2019) - [j41]João Monteiro
, Jahangir Alam, Tiago H. Falk
:
Residual convolutional neural network with attentive feature pooling for end-to-end language identification from short-duration speech. Comput. Speech Lang. 58: 364-376 (2019) - [j40]Abhishek Tiwari
, Isabela Albuquerque, Mark Parent, Jean-François Gagnon, Daniel Lafond, Sébastien Tremblay
, Tiago H. Falk:
Multi-Scale Heart Beat Entropy Measures for Mental Workload Assessment of Ambulant Users. Entropy 21(8): 783 (2019) - [j39]Benjamin Cauchi
, Kai Siedenburg
, João Felipe Santos
, Tiago H. Falk
, Simon Doclo
, Stefan Goetze
:
Non-Intrusive Speech Quality Prediction Using Modulation Energies and LSTM-Network. IEEE ACM Trans. Audio Speech Lang. Process. 27(7): 1151-1163 (2019) - [c101]Abhishek Tiwari, Jennifer L. Villatte, Shrikanth Narayanan, Tiago H. Falk:
Prediction of Psychological Flexibility with multi-scale Heart Rate Variability and Breathing Features in an "in-the-wild" Setting. ACII Workshops 2019: 297-303 - [c100]Abhishek Tiwari, Raymundo Cassani, Shrikanth S. Narayanan, Tiago H. Falk:
A Comparative Study of Stress and Anxiety Estimation in Ecological Settings Using a Smart-shirt and a Smart-bracelet. EMBC 2019: 2213-2216 - [c99]Abhishek Tiwari, Shrikanth S. Narayanan, Tiago H. Falk:
Stress and Anxiety Measurement "In-the-Wild" Using Quality-aware Multi-scale HRV Features. EMBC 2019: 7056-7059 - [c98]Anderson R. Avila, Shruti Rajendra Kshirsagar, Abhishek Tiwari, Daniel Lafond, Douglas D. O'Shaughnessy, Tiago H. Falk:
Speech-Based Stress Classification based on Modulation Spectral Features and Convolutional Neural Networks. EUSIPCO 2019: 1-5 - [c97]João Monteiro, Jahangir Alam, Gautam Bhattacharya, Tiago H. Falk:
End-to-End Language Identification Using a Residual Convolutional Neural Network with Attentive Temporal Pooling. EUSIPCO 2019: 1-5 - [c96]Abhishek Tiwari, Shrikanth S. Narayanan, Tiago H. Falk:
Breathing Rate Complexity Features for "In-the-Wild" Stress and Anxiety Measurement. EUSIPCO 2019: 1-5 - [c95]Raymundo Cassani, Isabela Albuquerque, João Monteiro, Tiago H. Falk:
AMA: An Open-source Amplitude Modulation Analysis Toolkit for Signal Processing Applications. GlobalSIP 2019: 1-4 - [c94]Isabela Albuquerque, João Monteiro, Thang Doan, Breandan Considine, Tiago H. Falk, Ioannis Mitliagkas:
Multi-objective training of Generative Adversarial Networks with multiple discriminators. ICML 2019: 202-211 - [c93]Anderson R. Avila, Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk:
Blind Channel Response Estimation for Replay Attack Detection. INTERSPEECH 2019: 2893-2897 - [c92]João Monteiro, Jahangir Alam, Tiago H. Falk:
Combining Speaker Recognition and Metric Learning for Speaker-Dependent Representation Learning. INTERSPEECH 2019: 4015-4019 - [c91]Raymundo Cassani, Tiago H. Falk, Atsushi Horai, Lucian Andrei Gheorghe:
Evaluating the Measurement of Driver Heart and Breathing Rates from a Sensor-Equipped Steering Wheel using Spectrotemporal Signal Processing. ITSC 2019: 2843-2847 - [c90]João Monteiro, Jahangir Alam, Tiago H. Falk:
End-To-End Detection Of Attacks To Automatic Speaker Recognizers With Time-Attentive Light Convolutional Neural Networks. MLSP 2019: 1-6 - [c89]Olivier Rosanne, Isabela Albuquerque, Jean-François Gagnon, Sébastien Tremblay
, Tiago H. Falk:
Performance Comparison of Automated EEG Enhancement Algorithms for Mental Workload Assessment of Ambulant Users. NER 2019: 61-64 - [c88]Isabela Albuquerque, Olivier Rosanne, Jean-François Gagnon, Sébastien Tremblay
, Tiago H. Falk:
Fusion of Spectral and Spectro-Temporal EEG Features for Mental Workload Assessment Under Different Levels of Physical Activity. NER 2019: 311-314 - [c87]Anderson R. Avila, Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk:
Intrusive Quality Measurement of Noisy and Enhanced Speech based on i-Vector Similarity. QoMEX 2019: 1-5 - [c86]João Felipe Santos, Tiago H. Falk:
Towards the development of a non-intrusive objective quality measure for DNN-enhanced speech. QoMEX 2019: 1-6 - [c85]Raymundo Cassani, Tiago H. Falk:
Automated Alzheimer's Disease Diagnosis using a Low-Density EEG Layout and New Features based on the Power of Modulation Spectral "Patches". SMC 2019: 1259-1263 - [c84]João Monteiro, Isabela Albuquerque, Zahid Akhtar
, Tiago H. Falk:
Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch. SMC 2019: 2839-2844 - [c83]Isabela Albuquerque, João Monteiro, Olivier Rosanne, Abhishek Tiwari, Jean-François Gagnon, Tiago H. Falk:
Cross-Subject Statistical Shift Estimation for Generalized Electroencephalography-based Mental Workload Assessment. SMC 2019: 3647-3653 - [c82]Mark Parent, Abhishek Tiwari, Isabela Albuquerque, Jean-François Gagnon, Daniel Lafond, Sébastien Tremblay
, Tiago H. Falk:
A Multimodal Approach to Improve the Robustness of Physiological Stress Prediction During Physical Activity. SMC 2019: 4131-4136 - [c81]Abhishek Tiwari, Isabela Albuquerque, Jean-François Gagnon, Daniel Lafond, Mark Parent, Sébastien Tremblay
, Tiago H. Falk:
Mental Workload Assessment During Physical Activity Using Non-linear Movement Artefact Robust Electroencephalography Features. SMC 2019: 4149-4154 - [i9]Yannick Roy, Hubert J. Banville, Isabela Albuquerque, Alexandre Gramfort, Tiago H. Falk, Jocelyn Faubert:
Deep learning-based electroencephalography analysis: a systematic review. CoRR abs/1901.05498 (2019) - [i8]