Lab Director and Principle Investigator
Dr Andrew Hines
As well as leading QxLab, Andrew is the Director of Research for the UCD School of Computer Science. His research interests include machine learning, multimedia quality of experience, models for quality of life, cryptosystems and machine ethics. He has collaborated closely with Google since 2012 and currently has research projects funded by Science Foundation Ireland, European H2020, the Irish Research Council and Google. He has active collaborations with the Alan Turing Institute, Queen Mary University of London and Universidade de Brasília. He is general co-chair of the IEEE sponsored QoMEX 2020 Conference.
Dr Wissam A. Jassim
Wissam joined QxLab in 2019 based in the Insight Centre for Data Analytics. He is currently working on robust speech quality models using machine learning in collaboration with Google. He received his PhD degree in signals and systems from University of Malaya, Malaysia, in 2012. He joined the SFI Adapt Centre at Trinity College Dublin in 2016 and spent three years working on speech related research projects. Before his time at TCD, he was a postdoc fellow at University of Malaya from 2013 to 2016.
Research interests: Machine learning, neural responses of the human auditory periphery, speech processing applications, speech codecs, speech quality/intelligibility assessment, emotion speech, speech/speaker identification, and speech enhancement.
Dan is an audio signal processing engineer and was the CEO and co-founder of Riffstation which was acquired by Fender. He as developed audio processing algorithms for several companies in the past from startups to multinationals including Sony. He was a co-founder and manager of the Audio Research Group based in the Department of Electrical Engineering Systems at The Dublin Institute of Technology. His 2004 patented sound source separation technology was licensed to Sony and is still used in the PS3’s Singstar.
Areas of interest: Sound Source Separation, Spatial Audio, Audio Feature Extraction, VR
Dr Alcardo Alex Barakabitze
Alex completed his PhD in the University of Plymouth where he was part of the QoE-NET Marie Curie funded ITN PhD training network. His two year research project is a Government of Ireland Postdoctoral Fellowship (Irish Research Council) developing QoE centric management of multimedia services and orchestration of resources in 5G networks using SDN and NFV.
Dr Helard Becerra
Helard is a Postdoctoral Research Associate at QxLab, University College Dublin. He received BS degree in computer science from Universidad Nacional San Antonio Abad del Cusco (UNSAAC), Peru, in 2010. He has completed MSc and PhD degrees in computer science from the University of Brasília, Brazil, in 2013 and 2019. Helard was a visiting researcher between 2017 and 2018 at University College Dublin (UCD, Dublin). He participated in research conducted at Samsung R&D Institute Brazil, in 2019.
Research interests: audio-visual signals, quality metrics, multimedia processing and machine learning.
Hamed has a background in networking and is a Cisco Certified Design Expert. He is conducting research on interactive web application QoE, He has received his B.Sc. in software engineering technologies. His current research interest includes network QoE management in Software Defined Networking (SDN), Internet traffic measurement, QoE/QoS, content-aware networking, Machine learning in communication networks. Hamed has over 12 years of industrial experience and worked as a principal network engineer. He has been involved in many large scale networking projects. He is utilising his industrial background to combine his extensive research in an enterprise setting, with an academic base at UCD.
Alessandro’s research is focused on the quality of experience for audio archives. He is using data driven approaches and machine learning to predict the QoE for archive speech and music archive material. His SFI sponsored research is in partnership with the Alan Turing Institute in London and he is cosupervised by Emmanouil Benetos from Queen Mary University of London.
Co-supervised Research Students
Davoud Shariat Panah
Davoud is a PhD student based in TU Dublin and is co-supervised with Dr Susan McKeever as part of the SFI D-Real Centre for Research Training. His project is called SoundBeat: Heart Beat Sound Investigation using Deep Learning Neural Networks. He is using deep neural networks to train models for heart beat analysis and prediction using acoustic signals.
Adrielle Nazar Moraes
Adrielle is a research masters student based in Athlone Institute of Technology. She is exploring the quality of experience associated with spatial sound localisation in virtual reality applications.
Matthew developed a Unity application for VR experiments using an Oculus Quest to investigate the effect of the spatial audio on the perception of speech.
Feargus is a back-end software developer with 5+ years of experience working on both enterprise SAAS projects and open-source projects. He has received his master degree UCD from School of Computer Science. Feargus spent a summer at QxLab collaborating with Google on software development for a speech quality model. He now works for Pivotal Software.
Tanvi has completed her Master’s in Computer Science from UCD & Bachelor’s in Information Technology from Mumbai University. Tanvi carried out android application development at QxLab. She is currently working at SAP Ireland as SuccessFactors expert
Dr AbuBakr Siddig
AbuBakr was a post-doctoral researcher at UCD School of Computer Science, Ireland. He received his PhD degree in 2017 from University College Dublin, Ireland. He received his M.Sc. degree in 2010 from Blekinge Institute of Technology, Sweden. Dr Siddig obtained his B.Sc. (honours) degree in 2005 specialised in Electronics Engineering from the University of Khartoum, Sudan. He is a member of IEEE and a member of ACM. His current research focuses on the speech intelligibility in a VR environment. Dr Siddig has vast experience in industry and academia. He was the business development manager at Canar Telecommunication, a fixed telecommunication services provider in Sudan, leading a team of professionals to deliver new products and services. He is currently a part-time lecturer at UCD school of computer science and a full-time lecturer at Griffith College, Ireland. Dr Siddig research interest is signal processing and applied machine learning to Quality of Experience. He has an interest in other disciplines of computer science, particularly data science and chatbots. His current research interests are QoE for Virtual Reality applications and personalised chatbots for eHealth.
Rahul Kumar Jaiswal, MSc (Research)
Rahul completed his research masters in quality of experience for realtime speech streaming in Summer 2019. He has now commenced a PhD at the WISENET lab in Norway.
Colm worked on audio quality models in collaboration with YouTube. He now works at AI-based Vision analytics based company Artofus.
Dr Miroslaw (Mirek) Narbutt
Mirek worked on spatial audio compression analysis in collaboration with Google Chrome. He is now a lecturer in the Department of Electronic and Electrical Engineering at TU Dublin.