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TU Berlin

Inhalt des Dokuments

Alexander Manecke

Lupe

Research Field:

Usability

Research Topics:

  • Connected Home
  • Home automation
  • Smart Meetering
Biography:Alexander Manecke joined Deutsche Telekom Laboratories in 2006 and currently he is working as a research assistant (Wissenschaftlicher Mitarbeiter) at the Quality and Usability Lab of Deutsche Telekom Laboratories, TU-Berlin. He studied computer science at Freie Universität Berlin and has received a diploma in computer science.Address:Quality and Usability LabDeutsche Telekom LaboratoriesTU BerlinWinterfeldstr. 21D-10787 Berlin, Germany
Telefon:
+49 30 8353 58536   E-Mail:

Publications

Using fNIRS to Characterize Human Perception of TTS System Quality, Comprehension, and Fluency: Preliminary Findings
Zitatschlüssel gupta2013a
Autor Gupta, Rishabh and Laghari, K. and Arndt, Sebastian and Schleicher, Robert and Möller, Sebastian and O'Shaughnessy, Douglas and Falk, Tiago H.
Buchtitel Proc. 4th International Workshop on Perceptual Quality of Systems (PQS 2013)
Seiten 73–78
Jahr 2013
ISBN 978-0470012352
Workshop workshop
Ort Vienna, Austria
Adresse Vienna, Austria
Monat sep
Notiz electronic/online
Herausgeber Schatz, R. and Hoßfeld, Tobias
Verlag FTW
Wie herausgegeben full
Organisation FTW
Zusammenfassung The quality of synthesized speech signals from different Text-to-Speech (TTS) systems is traditionally evaluated using subjective tests based on user ratings. Subjective testing, however, is challenging due to the variability and complexity of human perception. As such, recently there has been a shift towards exploring new objective techniques to evaluate the quality of TTS systems. In this paper, we describe our initial effort of characterizing human TTS quality perception via neurophysiological insights obtained from a neuroimaging technology called functional Near Infrared Spectroscopy (fNIRS). This approach allowed for a link between the human decision making process and the quality of different TTS systems to be established. We showed significant correlations between perceived quality and several fNIRS features related to cerebral haemodynamics. These preliminary results have helped establish the potential of fNIRS as an important tool for evaluating the quality of TTS systems. Index Terms: fNIRS, TTS, quality measurement, Quality of Experience (QoE), fluency, comprehension
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