Dr. Falk received the BSc degree from the Federal University of Pernambuco, Brazil, in 2002, and the MSc and PhD degrees from Queen’s University, Canada, in 2005 and 2008, respectively, all in electrical engineering. In 2007, he was a visiting Research Fellow at the Sound and Image Processing Lab, Royal Institute of Technology (KTH), Sweden, and in 2008 at the Quality and Usability Lab, Deutsche Telekom/TU Berlin, Germany. From 2009-2010 he was an NSERC Postdoctoral Fellow at Holland- …
Srinivasan JayaramanDr. Srinivasan Jayaraman joined the MuSAE Lab in July 2016. Prior to this, he was a scientist at TCS Innovation Labs – Bangalore and leading the complementary and alternative medicine research team. In 2013, he was a Scientific Manager at University of Nebraska Lincoln and at New Jersey Institute of Technology. He completed his doctorate from the School of Bioscience at the Indian Institute of Technology Madras (IITM), Chennai, India and his M.Tech. in Biomedical Engineering from SASTRA University, Thanjavur, India and Bachelors’ in Electronics and Instrumentation from Bharathidasan University, India.
Zahid AkhtarDr. Zahid Akhtar received PhD in electronic and computer engineering from University of Cagliari (Italy) and MSc in electronic science from University of Pune (India). He joined the MuSAE Lab as a postdoctoral fellow to work on audio-visual quality measurement and enhancement. Prior to joining the MuSAE Lab, he was a postdoctoral researcher at Bahcesehir University (Turkey), University of Udine (Italy) and University of Cagliari (Italy).
Sam Karimian-AzariDr. Sam Karimian-Azari received the BSc degree in control-electrical engineering from Isfahan University of Technology, Iran, in 2001, and the MSc degree in electrical engineering with emphasis on signal processing from Blekinge Institute of Technology, Sweden, in 2012. He completed his PhD study in electrical signal processing at the Audio Analysis Lab at Aalborg University, Denmark, in 2016. He has been a visiting Research Fellow at Lund University, Sweden, and the Swiss Federal Institute of Technology in Zurich (ETHZ), Switzerland. He joined the MuSAE Lab as a Postdoctoral Fellow to work on array signal processing with applications in audio and biomedical signals.
Liviu Ivanescu received his BSc degree in physics/optics from the Bucharest University in 1993. Then he worked at SIAT Bucharest, a research institute for automation, until 1995. Afterwards he pursued graduate studies in optical instrumentation and was granted a testing engineer position at ESO, Germany. In 2006, he went to SAAO in South Africa to analyze the quality of the atmosphere at potential sites for building the Caltech-TMT telescope. This was followed by similar studies for the Canadian Arctic.
received the BS degree in electronic engineering and the MSc degree in industrial automation from the Universidad Nacional de Colombia, in 2006 and 2009, respectively. He worked as seasonal professor at the Instituto Tecnologico Metropolitano at Medellín, Colombia. Currently he is a PhD student at INRS-EMT, Montréal, Canada. He is interested in machine learning, its interplay with mathematics and statistics and its applications to pattern recognition and digital signal processing.
received both her BSc and MSc degrees (Electronic Engineering) from the University of Antioquia (UdeA) in Medellín, Colombia in 2008 and 2011, respectively. Her Master’s research topic was on Quality of Service in Wireless Body Area Networks (WBAN). She’s currently a PhD student in the telecommunications program at INRS-EMT and is co-supervised by Prof. Martin Maier (Optical Zeitgeist Lab, INRS-EMT) and Prof. Falk.
received the BS degree in communications and electronics engineering and, the MSc degree in microelectronics from the Instituto Politecnico Nacional (Mexico) in 2007 and 2012 respectively. In 2007, he was an intern at the Instituto Nacional de Cardiologa (Mexico) and in 2012 at the Hôpital du Sacré-Cœur de Montréal (Canada). He joined INRS-EMT as a PhD student in 2013. His main research interests are in biomedical signal processing with applications in health diagnostics and neurotechnologies.
received his bachelor degree in Electrical Engineering from the Federal University of Santa Catarina (Brazil) in 2011 and the MSc degree in 2013 from INRS. Since 2013 he’s been a PhD student at INRS. His main research area is speech signal processing, with an emphasis in hearing aid systems. He is also interested in bio-inspired algorithms applied to signal classification, pattern recognition and other adaptive systems.
received his BSc in Computer Science from Federal University of Sao Carlos, Brazil, in 2004 and the Master in Information Engineering in 2014 from UFABC (Brazil). In 2013/2014 Anderson joined the MuSAE Lab as a short-term visiting researcher and since April 2015 he’s been a PhD student. His research interests include speech signal processing and pattern recognition.
Isabela Albuquerquereceived her BSc in Electronic Engineering in 2015 from the Federal University of Pernambuco (Brazil) and her MSc in Computer Engineering from the Polytechnical School of Pernambuco (Brazil). During the summer of 2014 she worked at MuSAE Lab as a Mitacs Globalink research intern. She is currently a PhD student at INRS-EMT. Her main research interests are pattern recognition, brain-computer interfaces and many-objective optimization.
João Monteiroreceived his BSc in 2012 in Mechatronics Engineering and his MSc in 2016 in Computer Engineering, both from the Polytechnical School of Pernambuco at Recife, Brazil. He worked as process engineer in Industry from 2012 to 2016. Currently, he is a PhD student at INRS-EMT and his research interests rely on bio-inspired optimization algorithms, machine learning and its applications on multi-modal signal processing.
completed his Bachelor’s Degree in Electrical Engineering at l’École de technologie supérieure in 2014. From 2013 to 2014, he worked at the Biomedical Engineering Department at the CHUM on information feedback from computerized maintenance management systems and preventive maintenance planning. He joined the MuSAE Lab in the winter 2015. His research interests include brain-computer interfaces and machine learning.
completed her BSc in Telecommunications Engineering in 2014 from the University of Antioquia in Medellín, Colombia. She joined INRS-EMT as an MSc student in the spring/summer term 2015. Her research interests include speech signal processing and their applications in a clinical setting.
Interns and Short-Term Visitors:
joined the MuSAE Lab in the Fall of 2016 as a visiting undergraduate student from the University Pompeu Fabra, in Barcelona, Spain, where she is enrolled in the Biomedical Engineering Program. In 2015, she visited Luleå University of Technology in Sweden to study Cognitive and Computational Neuroscience. She has interned at the Clinical Imaging Research Centre (CIRC, Singapore) and the Nonlinear Time Series Analysis Group (NTSA, Barcelona). At the MuSAE lab, she will be working on her Bachelor thesis on the use of brain-computer interfaces for Alzheimer’s disease diagnosis.
obtained his PhD from INRS-EMT in 2016 on the use of hybrid brain-computer interfaces to monitor human influential factors for Quality-of-Experience assessment of emerging multimedia technologies. He is now a Data Scientist at Myant (Ottawa/Toronto) working on smart homes/textiles. In the summer of 2015 he was an intern at Sensaura Tech (Montreal) working on affective computing.
joined the MuSAE Lab in the Winter/Spring of 2016 as a visiting PhD student from the Co-DOT laboratory, Université Laval, QC. His fields of interest include psychophysiology, adaptive automation, machine learning, neuroergonomics, and task analysis, as well as their interplay within crisis management, command and control applications.
joined the MuSAE Lab in the Winter/Spring of 2016 as a visiting MSc student from Universidad Nacional de Colombia. Her fields of interest include brain-computer interfaces, machine learning, and biomedical signal processing.
completed his BSc in Clinical Engineering in 2009 and his MSc in Biomedical Engineering in 2012 at ‘Sapienza’ University of Rome. In 2005 he was an intern at ‘Santa Lucia’ Hospital in Rome and in 2012 at the Polytechnic Institute of New York University. He graduated in winter 2016 from the MuSAE Lab with a thesis on multimodal affective brain-computer interfaces.
received both B.Sc. and M.Sc. degrees in telecommunications engineering from the University of Tabriz, Iran in 2009 and 2012, respectively. She obtained her second MSc degree in electrical engineering from Bahcesehir University, Turkey in 2014. She was a PhD candidate at the MuSAE Lab from 2014-2015 working on audio-visual emotion recognition in the wild.
completed her B.S in Electrical Engineering at Michigan State University (MSU), where she was heavily involved with Audio Enthusiasts and Engineers, a student group that promotes project based learning environments and holds weekly educational forums on all things related to audio. She obtained her Master’s in Electrical Engineering at MSU in Dec. 2011 on nonlinear control systems. She obtained her PhD from École de technologie supérieure (ÉTS) in 2016 in collaboration with the MuSAE Lab.
received the Engineer degree in Artificial Intelligence in 2005 and MSc degree in 2007 from Université des Sciences et de la Technologie d’Oran, Algeria. In 2014 he received his PhD degree from the École de technologie supérieure (ÉTS) in Montreal, Canada. From 2014-2015 he was a postdoctoral fellow at the MuSAE Lab working on blind room acoustics characterization.
received his Bachelor’s Degree in Biomedical Engineering from Polytechnique Montréal, Canada, in 2013. From 2010 to 2012, he collaborated as an intern and summer student on the IMAGINC multimodal neuroimaging project at the Polystim Neurotechnologies Lab (Polytechnique Montréal) and at CHU Sainte-Justine’s Electrophysiology and Optical Imaging Lab. He graduated from the MuSAE Lab in the winter of 2016 with a thesis on multimodal NIRS-EEG BCIs.
joined the MuSAE Lab in the Summer of 2015 as a visiting PhD student from Universität Oldenburg, Germany to work on a joint project on objective quality measurement of enhanced speech.
joined the MuSAE Lab in the Summer of 2015 as a MITACS Globalink undergraduate intern from the National Institute of Technology, Warangal, India. His project was titled “Hacking an Off-The-Shelf EEG Headset for a Motor Imagery Brain-Computer Interface”.
joined the MuSAE Lab in the Summer of 2015 as a MITACS Globalink undergraduate intern from Universidad Nacional Autónoma de México, Mexico. His project was titled “Development of a Smartphone-Based Acoustic Environment Tracker for Speech Enhancement Applications”.
Andreea joined the MuSAE Lab as a CEGEP summer intern in 2015 to assist with various projects, data collection protocols, and perform a literature review on visual disorders due to exposure to 3D displays or to immersion into Virtual Reality. She has an interest in biomedical technologies and was awarded the Bronze Medal at the regional level the 2014 Hydro-Quebec Science Fair with a project on the neurological syndrome ‘Chromestesia’.
Dr. Laghari received his PhD degree from the University of Pierre et Marie Curie (UPMC) and the Institute- Mines Télécom SudParis France in 2012 on Quality of Experience (QoE) based modeling, analysis and evaluation for multimedia and internet services. From 2012-2014, he was a postdoctoral fellow at the MuSAE Lab working on neurophysiological modelling for QoE assessment. He is now a Senior UX/UI Specialist at Alberta Health Services.
Isabela Albuquerqueis an Electronic Engineering undergraduate student from the Federal University of Pernambuco, Brazil where she is involved in research in the fields of error correcting codes, finite field transforms and fast algorithms to compute the discrete Fourier transform. In the spring/summer of 2014, Isabela joined the MuSAE Lab as a MITACS Globalink intern to work on portable multimodal brain-computer interfaces.
Carlos Silvahas a Bachelor of Linguistics (2007) from UNICAMP (Brazil) and is currently pursuing a Technologist of Engineering degree in Systems Analysis at FATEC (Brazil). In the spring/summer of 2014, Carlos joined the MuSAE Lab as a Science without Borders summer intern to work on automated disordered speech analysis.
Herton Dantashas a degree in business administration from the Federal University of Rio Grande do Norte (Brazil) and is currently pursuing a degree in Systems Analysis and Development from IFRN (Brazil). In the spring/summer of 2014, Herton joined the MuSAE Lab as a Science without Borders summer intern to work on innovative Big Data visualization tools.
Shaun Ziareceived his MEng in Electrical and Computer Engineering from the University of Windsor in 2009. He holds undergraduate degrees in both Electrical Engineering and Computer Science. As a graduate research assistant at the MuSAE Lab, Shaun worked on reverberation suppression for far-field voice-activated technologies.
Dr. Francisco FragaDr. Francisco Fraga is a Professor at the Engineering, Modelling and Applied Social Sciences Center at the Universidade Federal do ABC in Santo André, São Paulo, Brazil. From Sept. 2012-Sept. 2013, he was a visiting scholar at the MuSAE Lab working on innovative EEG features for automated diagnosis of Alzheimer’s disease and mild cognitive impairments.
Sunny MahajanSunny V. Mahajan graduated from the Electrical Engineering program at the University of Victoria in April 2008. During his degree, Sunny acquired experience designing novel paradigms for EEG experiments and visual and statistical analysis of neurophysiological data. As a graduate research assistant at the MuSAE Lab, Sunny worked on muscle artefact removal from EEG signals. He is currently a BioSignal Analyst at OMsignal in Montreal, QC.
Stefano Cosentinois a PhD student at the Ear Institute (University College London) working on binaural stimulation strategies for cochlear implants (CI). His approach blends engineering and a physiologically-inspired understanding of the processing behind acoustic and electric hearing. His research interests include acoustic signal processing, dereverberation and denoising algorithms. As a visiting PhD student at the MuSAE Lab, Stefano worked on objective quality and intelligibility measurement for CI users.
Jan-Niklas Antonsjoined the Telekom Innovation Laboratories as a research scientist in January 2009 to pursue his PhD. He received his diploma in psychology in 2008 from the Technische Universität Darmstadt, Germany. His research interests are in Quality-of-Experience evaluation and its physiological correlates with emphasis on speech transmissions and human-machine-interaction. As a visiting PhD student at the MuSAE Lab, he worked on EEG-based neural correlates of reverberant speech quality perception.
Sebastian Arndtstudied Computer Science at Technische Universität Berlin and received his degree in 2010. Since 2011, he has been with the Quality and Usability Lab at the Telekom Innovation Laboratories, TU Berlin, Germany. His research interests are in the processing of physiological signals for research in multimedia quality perception. As a visiting PhD student at the MuSAE Lab, Sebastian worked on multimodal (NIRS-EEG) correlates of quality perception for text-to-speech systems.
– Veronique Bohbot, MMLab, McGill University, QC, Canada
– Wai-Yip (Geoffrey) Chan, MC2L, Queen’s University, ON, Canada
– Tom Chau, PRISM Lab, Bloorview Research Institute, University of Toronto, Canada
– Philip Doyle, Voice Production & Perception Lab, University of Western Ontario, Canada
– Francisco Fraga, Universidade Federal do ABC, Brazil
– Peter Kabal, MMSP Lab, McGill University, Canada
– Bastiaan Kleijn, Victoria University of Wellington, New Zealand (formerly at KTH, Sweden)
– Sebastian Möller, Quality and Usability Lab, Deutsche Telekom, Technical University of Berlin, Germany
– Hélio Magalhães de Oliveira, Universidade Federal de Pernambuco, Brazil
– Martin Maier, Zeitgeist Lab, INRS-EMT, Canada
– Douglas O’Shaughnessy, INRS-EMT, Canada
– Vijay Parsa, University of Western Ontario, ON, Canada
– Natalie Philips, Concordia University, QC, Canada
– Cecilio Pimentel, Universidade Federal de Pernambuco, Brazil
– Ervin Sejdic, iMED Lab, University of Pittsburgh, USA
– Hagit Shatkay, University of Delaware, USA (formerly at Queen’s University, Canada)
– Sebastien Tremblay, Co-DOT, Co-DOT Lab, Université Laval, QC, Canada
– Jérémie Voix, CRITIAS, ETS, QC, Canada