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Journal Articles
- 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) - 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) - 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) - 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) - 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) - 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) - 2018
- [j38]Francisco J. Fraga, Godofredo Quispe Mamani, Erin Johns, Guilherme Tavares, Tiago H. Falk, Natalie A. Phillips:
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. 164: 1-13 (2018) - [j37]Zahid Akhtar, Tiago H. Falk:
Visual Nonverbal Behavior Analysis: The Path Forward. IEEE Multim. 25(2): 47-60 (2018) - [j36]Milton Orlando Sarria-Paja, Tiago H. Falk:
Fusion of bottleneck, spectral and modulation spectral features for improved speaker verification of neutral and whispered speech. Speech Commun. 102: 78-86 (2018) - [j35]João Felipe Santos, Tiago H. Falk:
Speech Dereverberation With Context-Aware Recurrent Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 26(7): 1232-1242 (2018) - [j34]Diana P. Tobón, Tiago H. Falk:
Adaptive Spectro-Temporal Filtering for Electrocardiogram Signal Enhancement. IEEE J. Biomed. Health Informatics 22(2): 421-428 (2018) - 2017
- [j33]Zahid Akhtar, Tiago H. Falk:
Audio-Visual Multimedia Quality Assessment: A Comprehensive Survey. IEEE Access 5: 21090-21117 (2017) - [j32]Raymundo Cassani, Tiago H. Falk, Francisco J. Fraga, Marco Cecchi, Dennis K. Moore, Renato Anghinah:
Towards automated electroencephalography-based Alzheimer's disease diagnosis using portable low-density devices. Biomed. Signal Process. Control. 33: 261-271 (2017) - [j31]Hubert J. Banville, Rishabh Gupta, Tiago H. Falk:
Mental Task Evaluation for Hybrid NIRS-EEG Brain-Computer Interfaces. Comput. Intell. Neurosci. 2017: 3524208:1-3524208:24 (2017) - [j30]Milton Orlando Sarria-Paja, Tiago H. Falk:
Fusion of auditory inspired amplitude modulation spectrum and cepstral features for whispered and normal speech speaker verification. Comput. Speech Lang. 45: 437-456 (2017) - [j29]Andrea Clerico, Abhishek Tiwari, Rishabh Gupta, Srinivasan Jayaraman, Tiago H. Falk:
Electroencephalography Amplitude Modulation Analysis for Automated Affective Tagging of Music Video Clips. Frontiers Comput. Neurosci. 11: 115 (2017) - [j28]Rishabh Gupta, Hubert J. Banville, Tiago H. Falk:
Multimodal Physiological Quality-of-Experience Assessment of Text-to-Speech Systems. IEEE J. Sel. Top. Signal Process. 11(1): 22-36 (2017) - [j27]Rishabh Gupta, Tiago H. Falk:
Latent factor analysis for synthesized speech quality-of-experience assessment. Qual. User Exp. 2(1) (2017) - 2016
- [j26]Rishabh Gupta, Khalil ur Rehman Laghari, Hubert J. Banville, Tiago H. Falk:
Using affective brain-computer interfaces to characterize human influential factors for speech quality-of-experience perception modelling. Hum. centric Comput. Inf. Sci. 6: 5 (2016) - [j25]Rishabh Gupta, Khalil ur Rehman Laghari, Tiago H. Falk:
Relevance vector classifier decision fusion and EEG graph-theoretic features for automatic affective state characterization. Neurocomputing 174: 875-884 (2016) - [j24]Diana P. Tobón, Tiago H. Falk, Martin Maier:
MS-QI: A Modulation Spectrum-Based ECG Quality Index for Telehealth Applications. IEEE Trans. Biomed. Eng. 63(8): 1613-1622 (2016) - 2015
- [j23]Tiago H. Falk, Vijay Parsa, João Felipe Santos, Kathryn Hoberg Arehart, Oldooz Hazrati, Rainer Huber, James M. Kates, Susan Scollie:
Objective Quality and Intelligibility Prediction for Users of Assistive Listening Devices: Advantages and limitations of existing tools. IEEE Signal Process. Mag. 32(2): 114-124 (2015) - 2014
- [j22]Tiago H. Falk, Francisco J. Fraga, Lucas Trambaiolli, Renato Anghinah:
Correction: EEG amplitude modulation analysis for semi-automated diagnosis of Alzheimer's disease. EURASIP J. Adv. Signal Process. 2014: 49 (2014) - [j21]Stefano Cosentino, Tiago H. Falk, David McAlpine, Torsten Marquardt:
Cochlear Implant Filterbank Design and Optimization: A Simulation Study. IEEE ACM Trans. Audio Speech Lang. Process. 22(2): 347-353 (2014) - [j20]João Felipe Santos, Tiago H. Falk:
Updating the SRMR-CI metric for improved intelligibility prediction for cochlear implant users. IEEE ACM Trans. Audio Speech Lang. Process. 22(12): 2197-2206 (2014) - 2013
- [j19]Khalil ur Rehman Laghari, Tiago H. Falk, Mansoor Hyder, Michael Haun, Christian Hoene, Noël Crespi:
An Investigation into the Relationship Between Perceived Quality-of-Experience and Virtual Acoustic Environments: the Case of 3D Audio Telephony. J. Univers. Comput. Sci. 19(12): 1718-1735 (2013) - [j18]João Felipe Santos, Stefano Cosentino, Oldooz Hazrati, Philipos C. Loizou, Tiago H. Falk:
Objective speech intelligibility measurement for cochlear implant users in complex listening environments. Speech Commun. 55(7-8): 815-824 (2013) - [j17]Milton Orlando Sarria-Paja, Tiago H. Falk:
Whispered Speech Detection in Noise Using Auditory-Inspired Modulation Spectrum Features. IEEE Signal Process. Lett. 20(8): 783-786 (2013) - [j16]Diana P. Tobón, Tiago H. Falk, Martin Maier:
Context awareness in WBANs: a survey on medical and non-medical applications. IEEE Wirel. Commun. 20(4) (2013) - 2012
- [j15]Tiago H. Falk, Francisco J. Fraga, Lucas Trambaiolli, Renato Anghinah:
EEG Amplitude Modulation Analysis for Semi-Automated Diagnosis of Alzheimer's Disease. EURASIP J. Adv. Signal Process. 2012: 192 (2012) - [j14]Tiago H. Falk, Wai-Yip Chan, Fraser Shein:
Characterization of atypical vocal source excitation, temporal dynamics and prosody for objective measurement of dysarthric word intelligibility. Speech Commun. 54(5): 622-631 (2012) - 2011
- [j13]Tiago H. Falk, Cynthia Tam, Heidi Schellnus, Tom Chau:
On the development of a computer-based handwriting assessment tool to objectively quantify handwriting proficiency in children. Comput. Methods Programs Biomed. 104(3): 102- (2011) - [j12]Siqing Wu, Tiago H. Falk, Wai-Yip Chan:
Automatic speech emotion recognition using modulation spectral features. Speech Commun. 53(5): 768-785 (2011) - [j11]Sebastian Möller, Wai-Yip Chan, Nicolas Côté, Tiago H. Falk, Alexander Raake, Marcel Wältermann:
Speech Quality Estimation: Models and Trends. IEEE Signal Process. Mag. 28(6): 18-28 (2011) - 2010
- [j10]Tiago H. Falk, Wai-Yip Chan:
Modulation Spectral Features for Robust Far-Field Speaker Identification. IEEE Trans. Speech Audio Process. 18(1): 90-100 (2010) - [j9]Tiago H. Falk, Chenxi Zheng, Wai-Yip Chan:
A Non-Intrusive Quality and Intelligibility Measure of Reverberant and Dereverberated Speech. IEEE Trans. Speech Audio Process. 18(7): 1766-1774 (2010) - [j8]Tiago H. Falk, Wai-Yip Chan:
Temporal Dynamics for Blind Measurement of Room Acoustical Parameters. IEEE Trans. Instrum. Meas. 59(4): 978-989 (2010) - 2009
- [j7]Tiago H. Falk, Wai-Yip Chan:
Performance Study of Objective Speech Quality Measurement for Modern Wireless-VoIP Communications. EURASIP J. Audio Speech Music. Process. 2009 (2009) - 2008
- [j6]Tiago H. Falk, Sebastian Möller:
Towards Signal-Based Instrumental Quality Diagnosis for Text-to-Speech Systems. IEEE Signal Process. Lett. 15: 781-784 (2008) - [j5]Tiago H. Falk, Wai-Yip Chan:
Hybrid Signal-and-Link-Parametric Speech Quality Measurement for VoIP Communications. IEEE Trans. Speech Audio Process. 16(8): 1579-1589 (2008) - 2007
- [j4]Tiago H. Falk, Hua Yuan, Wai-Yip Chan:
Single-Ended Quality Measurement of Noise Suppressed Speech Based on Kullback-Leibler Distances. J. Multim. 2(5): 19-26 (2007) - 2006
- [j3]Tiago H. Falk, Wai-Yip Chan:
Nonintrusive speech quality estimation using Gaussian mixture models. IEEE Signal Process. Lett. 13(2): 108-111 (2006) - [j2]Tiago H. Falk, Wai-Yip Chan:
Single-Ended Speech Quality Measurement Using Machine Learning Methods. IEEE Trans. Speech Audio Process. 14(6): 1935-1947 (2006) - 2004
- [j1]Cecilio Pimentel, Tiago H. Falk, Luciano Lisbôa:
Finite-state Markov modeling of correlated Rician-fading channels. IEEE Trans. Veh. Technol. 53(5): 1491-1501 (2004)
Conference and Workshop Papers
- 2024
- [c135]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 - [c134]Yi Zhu, Saurabh Powar, Tiago H. Falk:
Characterizing the Temporal Dynamics of Universal Speech Representations for Generalizable Deepfake Detection. ICASSP Workshops 2024: 139-143 - [c133]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 - [c132]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 - [c131]Marc-Antoine Moinnereau, Tiago H. Falk:
Cybersickness Marker Prediction Using a Biosensors-Instrumented VR Headset: A Pilot Study. ICHMS 2024: 1-6 - 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 - 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 - 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
- [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 - 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 - 2018
- [c80]Isabela Albuquerque, João Monteiro, Tiago H. Falk, Vuk Pavlovic, Ferdin Ephrem, Diana Lucaci:
Multimodal Assessment of Human Innovation Perception Based on Eye Tracking, Electroencephalography and Electrocardiography. CCECE 2018: 1-4 - [c79]Sebastian Braun, João Felipe Santos, Emanuël A. P. Habets, Tiago H. Falk:
Dual-Channel Modulation Energy Metric for Direct-to-Reverberation Ratio Estimation. ICASSP 2018: 206-210 - [c78]Zahid Akhtar, Stefany Bedoya, Tiago H. Falk:
Improved Audio-Visual Laughter Detection Via Multi-Scale Multi-Resolution Image Texture Features and Classifier Fusion. ICASSP 2018: 3106-3110 - [c77]Zahid Akhtar, João Monteiro, Tiago H. Falk:
Adversarial Examples Detection Using No-Reference Image Quality Features. ICCST 2018: 1-5 - [c76]Anderson R. Avila, Md. Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk:
Investigating Speech Enhancement and Perceptual Quality for Speech Emotion Recognition. INTERSPEECH 2018: 3663-3667 - [c75]Raymundo Cassani, Marc-Antoine Moinnereau, Tiago H. Falk:
A Neurophysiological Sensor-Equipped Head-Mounted Display for Instrumental QoE Assessment of Immersive Multimedia. QoMEX 2018: 1-6 - [c74]Rishabh Gupta, Anderson R. Avila, Tiago H. Falk:
Towards a Neuro-Inspired No-Reference Instrumental Quality Measure for Text-to-Speech Systems. QoMEX 2018: 1-6 - [c73]Isabela Albuquerque, Abhishek Tiwari, Jean-François Gagnon, Daniel Lafond, Mark Parent, Sébastien Tremblay, Tiago H. Falk:
On the Analysis of EEG Features for Mental Workload Assessment During Physical Activity. SMC 2018: 538-543 - [c72]Marc-Antoine Moinnereau, Sam Karimian-Azari, Tsuyoshi Sakuma, Hidenori Boutani, Lucian Gheorghe, Tiago H. Falk:
EEG Artifact Removal for Improved Automated Lane Change Detection while Driving. SMC 2018: 1076-1080 - [c71]Lucas Trambaiolli, Raymundo Cassani, Claudinei Biazoli, Andre Mascioli Cravo, Joo Sato, Tiago H. Falk:
Resting-Awake EEG Amplitude Modulation can Predict Performance of an fNIRS-Based Neurofeedback Task. SMC 2018: 1128-1132 - 2017
- [c70]Diana P. Tobón, Srinivasan Jayaraman, Tiago H. Falk:
Improved heart rate variability measurement based on modulation spectral processing of noisy electrocardiogram signals. BSN 2017: 51-54 - [c69]Milton Orlando Sarria-Paja, Tiago H. Falk:
Variants of mel-frequency cepstral coefficients for improved whispered speech speaker verification in mismatched conditions. EUSIPCO 2017: 91-95 - [c68]Vahab Youssofzadeh, Zahid Akhtar, Amir Mohammad Amiri, Tiago H. Falk:
An automated framework for emotional fMRI data analysis using covariance matrix. GlobalSIP 2017: 760-763 - [c67]Zahid Akhtar, Attaullah Buriro, Bruno Crispo, Tiago H. Falk:
Multimodal smartphone user authentication using touchstroke, phone-movement and face patterns. GlobalSIP 2017: 1368-1372 - [c66]Francisco J. Fraga, Leonardo A. Ferreira, Tiago H. Falk, Erin Johns, Natalie D. Phillips:
Event-related synchronisation responses to N-back memory tasks discriminate between healthy ageing, mild cognitive impairment, and mild Alzheimer's disease. ICASSP 2017: 964-968 - [c65]Mohammed Senoussaoui, João Felipe Santos, Tiago H. Falk:
Speech temporal dynamics fusion approaches for noise-robust reverberation time estimation. ICASSP 2017: 5545-5549 - [c64]Mohamed Cheniti, Zahid Akhtar, Naceur-Eddine Boukezzoula, Tiago H. Falk:
Combining left and right wrist vein images for personal verification. IPTA 2017: 1-6 - [c63]Anderson R. Avila, João Monteiro, Douglas D. O'Shaughnessy, Tiago H. Falk:
Speech emotion recognition on mobile devices based on modulation spectral feature pooling and deep neural networks. ISSPIT 2017: 360-365 - [c62]Alexandre Drouin-Picaro, Isabela Albuquerque, Jean-François Gagnon, Daniel Lafond, Tiago H. Falk:
EEG coupling features: Towards mental workload measurement based on wearables. SMC 2017: 28-33 - [c61]Sam Karimian-Azari, Tiago H. Falk:
Modulation spectrum based beamforming for speech enhancement. WASPAA 2017: 91-95 - 2016
- [c60]Benjamin Cauchi, João Felipe Santos, Kai Siedenburg, Tiago H. Falk, Patrick A. Naylor, Simon Doclo, Stefan Goetze:
Predicting the quality of processed speech by combining modulation-based features and model trees. ITG Symposium on Speech Communication 2016: 1-5 - [c59]Andrea Clerico, Cindy Chamberland, Mark Parent, Pierre-Emmanuel Michon, Sébastien Tremblay, Tiago H. Falk, Jean-Christophe Gagnon, Philip L. Jackson:
Biometrics and classifier fusion to predict the fun-factor in video gaming. CIG 2016: 1-8 - [c58]Diana P. Tobón, Tiago H. Falk:
Adaptive Modulation Spectral Filtering for Improved Electrocardiogram Quality Enhancement. CinC 2016 - [c57]Milton Orlando Sarria-Paja, Mohammed Senoussaoui, Douglas D. O'Shaughnessy, Tiago H. Falk:
Feature mapping, score-, and feature-level fusion for improved normal and whispered speech speaker verification. ICASSP 2016: 5480-5484 - [c56]Mark Parent, Jean-François Gagnon, Tiago H. Falk, Sébastien Tremblay:
Modeling the Operator Functional State for Emergency Response Management. ISCRAM 2016 - [c55]Anderson R. Avila, Benjamin Cauchi, Stefan Goetze, Simon Doclo, Tiago H. Falk:
Performance comparison of intrusive and non-intrusive instrumental quality measures for enhanced speech. IWAENC 2016: 1-5 - [c54]Rishabh Gupta, Mojtaba Khomami Abadi, Jesús Alejandro Cárdenes Cabré, Fabio Morreale, Tiago H. Falk, Nicu Sebe:
A Quality Adaptive Multimodal Affect Recognition System for User-Centric Multimedia Indexing. ICMR 2016: 317-320 - [c53]Stefany Bedoya, Tiago H. Falk:
Laughter detection based on the fusion of local binary patterns, spectral and prosodic features. MMSP 2016: 1-5 - [c52]Rishabh Gupta, Tiago H. Falk:
Physiological quality-of-experience assessment of text-to-speech systems. MMSP 2016: 1-2 - 2015
- [c51]Diana P. Tobón, Tiago H. Falk:
Online ECG quality assessment for context-aware wireless body area networks. CCECE 2015: 587-592 - [c50]Milton Orlando Sarria-Paja, Mohammed Senoussaoui, Tiago H. Falk:
The effects of whispered speech on state-of-the-art voice based biometrics systems. CCECE 2015: 1254-1259 - [c49]Rachel E. Bouserhal, Tiago H. Falk, Jérémie Voix:
On the potential for artificial bandwidth extension of bone and tissue conducted speech: a mutual information study. ICASSP 2015: 5108-5112 - [c48]Raymundo Cassani, Hubert J. Banville, Tiago H. Falk:
MuLES: An Open Source EEG Acquisition and Streaming Server for Quick and Simple Prototyping and Recording. IUI Companion 2015: 9-12 - [c47]Rishabh Gupta, Tiago H. Falk:
Affective state characterization based on electroencephalography graph-theoretic features. NER 2015: 577-580 - [c46]Andrea Clerico, Rishabh Gupta, Tiago H. Falk:
Mutual information between inter-hemispheric EEG spectro-temporal patterns: A new feature for automated affect recognition. NER 2015: 914-917 - [c45]Rishabh Gupta, Hubert J. Banville, Tiago H. Falk:
PhySyQX: A database for physiological evaluation of synthesised speech quality-of-experience. WASPAA 2015: 1-5 - 2014
- [c44]Khalil ur Rehman Laghari, Rishabh Gupta, Sebastian Arndt, Jan-Niklas Antons, Sebastian Möller, Tiago H. Falk:
Characterization of human emotions and preferences for text-to-speech systems using multimodal neuroimaging methods. CCECE 2014: 1-5 - [c43]Anderson R. Avila, Milton Orlando Sarria-Paja, Francisco J. Fraga, Douglas D. O'Shaughnessy, Tiago H. Falk:
Improving the performance of far-field speaker verification using multi-condition training: the case of GMM-UBM and i-vector systems. INTERSPEECH 2014: 1096-1100 - [c42]João Felipe Santos, Mohammed Senoussaoui, Tiago H. Falk:
An improved non-intrusive intelligibility metric for noisy and reverberant speech. IWAENC 2014: 55-59 - [c41]Mohammed Senoussaoui, Milton Orlando Sarria-Paja, João Felipe Santos, Tiago H. Falk:
Model Fusion for Multimodal Depression Classification and Level Detection. AVEC@MM 2014: 57-63 - 2013
- [c40]Hisham Alshaer, Frank Rudzicz, Tiago H. Falk, Wen-Hou Tseng, T. Douglas Bradley:
Classification of vibratory patterns of the upper airway during sleep. EMBC 2013: 2080-2083 - [c39]Khalil ur Rehman Laghari, Rishabh Gupta, Jan-Niklas Antons, Robert Schleicher, Sebastian Möller, Tiago H. Falk:
Objective characterization of human behavioural characteristics for QoE assessment: A pilot study on the use of electroencephalography features. GLOBECOM Workshops 2013: 1168-1173 - [c38]Francisco J. Fraga, Tiago H. Falk, Lucas Trambaiolli, Eliezyer F. Oliveira, Walter H. L. Pinaya, Paulo A. M. Kanda, Renato Anghinah:
Towards an EEG-based biomarker for Alzheimer's disease: Improving amplitude modulation analysis features. ICASSP 2013: 1207-1211 - [c37]Jan-Niklas Antons, Khalil ur Rehman Laghari, Sebastian Arndt, Robert Schleicher, Sebastian Möller, Douglas D. O'Shaughnessy, Tiago H. Falk:
Cognitive, affective, and experience correlates of speech quality perception in complex listening conditions. ICASSP 2013: 3672-3676 - [c36]Milton Orlando Sarria-Paja, Tiago H. Falk, Douglas D. O'Shaughnessy:
Whispered speaker verification and gender detection using weighted instantaneous frequencies. ICASSP 2013: 7209-7213 - [c35]João Felipe Santos, Nirit Brosh, Tiago H. Falk, Lonnie Zwaigenbaum, Susan E. Bryson, Wendy Roberts, Isabel M. Smith, Peter Szatmari, Jessica A. Brian:
Very early detection of Autism Spectrum Disorders based on acoustic analysis of pre-verbal vocalizations of 18-month old toddlers. ICASSP 2013: 7567-7571 - [c34]Tiago H. Falk, Stefano Cosentino, João Felipe Santos, David Suelzle, Vijay Parsa:
Non-intrusive objective speech quality and intelligibility prediction for hearing instruments in complex listening environments. ICASSP 2013: 7820-7824 - [c33]Khalil ur Rehman Laghari, Rishabh Gupta, Sebastian Arndt, Jan-Niklas Antons, Robert Schleicher, Sebastian Möller, Tiago H. Falk:
Neurophysiological experimental facility for Quality of Experience (QoE) assessment. IM 2013: 1300-1305 - [c32]Stefano Cosentino, Tiago H. Falk, David McAlpine:
Predicting the bilateral advantage in cochlear implantees using a non-intrusive speech intelligibility measure. INTERSPEECH 2013: 2277-2281 - [c31]Bachir Chihani, Khalil ur Rehman Laghari, Emmanuel Bertin, Denis Collange, Noël Crespi, Tiago H. Falk:
User-Centric Quality of Experience Measurement. MobiCASE 2013: 33-46 - [c30]Christian Timmerer, Patrick Le Callet, Martín Varela, Stefan Winkler, Tiago H. Falk, Raimund Schatz:
Welcome message from the QoMEX 2013 chairs. QoMEX 2013: 1 - [c29]Sebastian Arndt, Jan-Niklas Antons, Rishabh Gupta, Khalil ur Rehman Laghari, Robert Schleicher, Sebastian Möller, Tiago H. Falk:
Subjective quality ratings and physiological correlates of synthesized speech. QoMEX 2013: 152-157 - 2012
- [c28]Khalil ur Rehman Laghari, Omneya Issa, Filippo Speranza, Tiago H. Falk:
Quality-of-Experience perception for video streaming services: Preliminary subjective and objective results. APSIPA 2012: 1-9 - [c27]Milton Orlando Sarria-Paja, Tiago H. Falk:
Automated Dysarthria Severity Classification for Improved Objective Intelligibility Assessment of Spastic Dysarthric Speech. INTERSPEECH 2012: 62-65 - [c26]João Felipe Santos, Stefano Cosentino, Oldooz Hazrati, Philipos C. Loizou, Tiago H. Falk:
Performance Comparison of Intrusive Objective Speech Intelligibility and Quality Metrics for Cochlear Implant Users. INTERSPEECH 2012: 1724-1727 - [c25]Stefano Cosentino, Torsten Marquardt, David McAlpine, Tiago H. Falk:
Towards objective measures of speech intelligibility for Cochlear Implant users in reverberant environments. ISSPA 2012: 666-671 - [c24]Nikolay D. Gaubitch, Heinrich W. Löllmann, Marco Jeub, Tiago H. Falk, Patrick A. Naylor, Peter Vary, Mike Brookes:
Performance Comparison of Algorithms for Blind Reverberation Time Estimation from Speech. IWAENC 2012 - [c23]Tiago H. Falk, Yael Pomerantz, Khalil ur Rehman Laghari, Sebastian Möller, Tom Chau:
Preliminary findings on image preference characterization based on neurophysiological signal analysis: Towards objective QoE modeling. QoMEX 2012: 146-147 - 2011
- [c22]Lucas Trambaiolli, Tiago H. Falk, Francisco J. Fraga, Renato Anghinah, Ana Carolina Lorena:
EEG spectro-temporal modulation energy: A new feature for automated diagnosis of Alzheimer's disease. EMBC 2011: 3828-3831 - [c21]Tiago H. Falk, Richard Hummel, Wai-Yip Chan:
Quantifying perturbations in temporal dynamics for automated assessment of spastic dysarthric speech intelligibility. ICASSP 2011: 4480-4483 - [c20]Chenxi Zheng, Tiago H. Falk, Wai-Yip Chan:
An Assessment of the Improvement Potential of Time-Frequency Masking for Speech Dereverberation. INTERSPEECH 2011: 205-208 - [c19]Richard Hummel, Wai-Yip Chan, Tiago H. Falk:
Spectral Features for Automatic Blind Intelligibility Estimation of Spastic Dysarthric Speech. INTERSPEECH 2011: 3017-3020 - [c18]Kinfe Tadesse Mengistu, Frank Rudzicz, Tiago H. Falk:
Using acoustic measures to predict automatic speech recognition performance for dysarthric speakers. MAVEBA 2011: 75-78 - 2010
- [c17]Florian Hinterleitner, Sebastian Möller, Tiago H. Falk, Tim Polzehl:
Comparison of Approaches for Instrumentally Predicting the Quality of Text-to-Speech Systems: Data from Blizzard Challenges 2008 and 2009. Blizzard Challenge 2010 - [c16]Tiago H. Falk, Kelly Paton, Sarah D. Power, Tom Chau:
Improving the performance of NIRS-based brain-computer interfaces in the presence of background auditory distractions. ICASSP 2010: 517-520 - [c15]Sebastian Möller, Florian Hinterleitner, Tiago H. Falk, Tim Polzehl:
Comparison of approaches for instrumentally predicting the quality of text-to-speech systems. INTERSPEECH 2010: 1325-1328 - 2009
- [c14]Siqing Wu, Tiago H. Falk, Wai-Yip Chan:
Automatic recognition of speech emotion using long-term spectro-temporal features. DPS 2009: 1-6 - 2008
- [c13]Tiago H. Falk, Sebastian Möller, Vasilis Karaiskos, Simon King:
Improving Instrumental Quality Prediction Performance for the Blizzard Challenge. Blizzard Challenge 2008 - [c12]Tiago H. Falk, Wai-Yip Chan:
Spectro-temporal features for robust far-field speaker identification. INTERSPEECH 2008: 634-637 - [c11]Siqing Wu, Tiago H. Falk, Wai-Yip Chan:
Long-term spectro-temporal information for improved automatic speech emotion classification. INTERSPEECH 2008: 638-641 - 2007
- [c10]Tiago H. Falk, Hua Yuan, Wai-Yip Chan:
A Hybrid Signal-and-Link-Parametric Approach to Single-Ended Quality Measurement of Packetized Speech. ICASSP (4) 2007: 841-844 - [c9]Tiago H. Falk, Hua Yuan, Wai-Yip Chan:
Spectro-temporal processing for blind estimation of reverberation time and single-ended quality measurement of reverberant speech. INTERSPEECH 2007: 514-517 - [c8]Tiago H. Falk, Svante Stadler, W. Bastiaan Kleijn, Wai-Yip Chan:
Noise suppression based on extending a speech-dominated modulation band. INTERSPEECH 2007: 970-973 - [c7]Hua Yuan, Tiago H. Falk, Wai-Yip Chan:
Degradation-classification assisted single-ended quality measurement of speech. INTERSPEECH 2007: 1689-1692 - 2006
- [c6]Tiago H. Falk, Hagit Shatkay, Wai-Yip Chan:
Breast Cancer Prognosis via Gaussian Mixture Regression. CCECE 2006: 987-990 - [c5]Tiago H. Falk, Wai-Yip Chan:
Enhanced Non-Intrusive Speech Quality Measurement Using Degradation Models. ICASSP (1) 2006: 837-840 - 2005
- [c4]Tiago H. Falk, Wai-Yip Chan:
A sequential feature selection algorithm for GMM-based speech quality estimation. EUSIPCO 2005: 1-4 - [c3]Tiago H. Falk, Qingfeng Xu, Wai-Yip Chan:
Non-Intrusive GMM-Based Speech Quality Measurement. ICASSP (1) 2005: 125-128 - [c2]Tiago H. Falk, Wai-Yip Chan, Peter Kabal:
An improved GMM-based voice quality predictor. INTERSPEECH 2005: 2733-2736 - 2004
- [c1]Tiago H. Falk, Wai-Yip Chan, Peter Kabal:
Speech quality estimation using Gaussian mixture models. INTERSPEECH 2004: 2013-2016
Informal and Other Publications
- 2024
- [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
- [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
- [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) - 2020
- [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) - 2019
- [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]Isabela Albuquerque, João Monteiro, Thang Doan, Breandan Considine, Tiago H. Falk, Ioannis Mitliagkas:
Multi-objective training of Generative Adversarial Networks with multiple discriminators. CoRR abs/1901.08680 (2019) - [i7]Isabela Albuquerque, João Monteiro, Tiago H. Falk:
Learning to navigate image manifolds induced by generative adversarial networks for unsupervised video generation. CoRR abs/1901.11384 (2019) - [i6]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. CoRR abs/1906.08823 (2019) - [i5]Isabela Albuquerque, João Monteiro, Tiago H. Falk, Ioannis Mitliagkas:
Adversarial target-invariant representation learning for domain generalization. CoRR abs/1911.00804 (2019) - 2018
- [i4]João Monteiro, Zahid Akhtar, Tiago H. Falk:
Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch. CoRR abs/1802.07770 (2018) - 2017
- [i3]João Felipe Santos, Tiago H. Falk:
Speech Dereverberation with Context-aware Recurrent Neural Networks. CoRR abs/1711.06309 (2017) - 2015
- [i2]Hélio M. de Oliveira, Tiago H. Falk:
On Wavelet Decomposition over Finite Fields. CoRR abs/1502.01877 (2015) - [i1]Mohammed Senoussaoui, João Felipe Santos, Tiago H. Falk:
SRMR variants for improved blind room acoustics characterization. CoRR abs/1510.04707 (2015)
Coauthor Index
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