activity
20192023
most citedNISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced Datasets

278 citations · 481 across the 19 of their papers we have counts for

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Showing 2020Show all

7 papers · 1 filter

cs.MM2020

Effect of Language Proficiency on Subjective Evaluation of Noise Suppression Algorithms

Babak Naderi, Gabriel Mittag, Rafael Zequeira Jim\a'enez +1

Speech communication systems based on Voice-over-IP technology are frequently used by native as well as non-native speakers of a target language, e.g. in international phone calls…

eess.AS2020

Subjective Evaluation of Noise Suppression Algorithms in Crowdsourcing

Babak Naderi, Ross Cutler

The quality of the speech communication systems, which include noise suppression algorithms, are typically evaluated in laboratory experiments according to the ITU-T Rec. P.835, in…

cs.MM2020★ 55 cited

QUALINET White Paper on Definitions of Immersive Media Experience (IMEx)

Andrew Perkis, Christian Timmerer, Sabina Baraković +41

With the coming of age of virtual/augmented reality and interactive media, numerous definitions, frameworks, and models of immersion have emerged across different fields ranging fr…

eess.AS2020★ 86 cited

An Open source Implementation of ITU-T Recommendation P.808 with Validation

Babak Naderi, Ross Cutler

The ITU-T Recommendation P.808 provides a crowdsourcing approach for conducting a subjective assessment of speech quality using the Absolute Category Rating (ACR) method. We provid…

cs.MM2020★ 11 cited

Transformation of Mean Opinion Scores to Avoid Misleading of Ranked based Statistical Techniques

Babak Naderi, Sebastian Möller

The rank correlation coefficients and the ranked-based statistical tests (as a subset of non-parametric techniques) might be misleading when they are applied to subjectively collec…

cs.MM2020★ 16 cited

Application of Just-Noticeable Difference in Quality as Environment Suitability Test for Crowdsourcing Speech Quality Assessment Task

Babak Naderi, Sebastian Möller

Crowdsourcing micro-task platforms facilitate subjective media quality assessment by providing access to a highly scale-able, geographically distributed and demographically diverse…

cs.MM2020★ 3 cited

Impact of the Number of Votes on the Reliability and Validity of Subjective Speech Quality Assessment in the Crowdsourcing Approach

Babak Naderi, Tobias Hossfeld, Matthias Hirth +3

The subjective quality of transmitted speech is traditionally assessed in a controlled laboratory environment according to ITU-T Rec. P.800. In turn, with crowdsourcing, crowdworke…