People with blindness or severe low-vision access mobile devices using screen readers. However, noisy environments can impair screen reader intelligibility. During mobility, this could disorient or even endanger the user. To address this issue, we propose three screen reader speech compensation techniques based on environmental noise: speech rate slowing, adaptive volume increase, and adaptive equalization. Through a study with twelve participants in three simulated noise scenarios, we evaluate screen reader intelligibility and the perceived distraction from the soundscape, with and without compensations. Four of the proposed compensations, in particular those that pair speech rate reduction with volume or equalization adaptation, significantly improve screen reader's speech intelligibility in all considered scenarios, and the compensations do not have a significant impact on the distraction from the soundscape.

Enhancing Screen Reader Intelligibility in Noisy Environments / D. Ahmetovic, G. Galimberti, F. Avanzini, C. Bernareggi, L. Ludovico, G. Presti, G. Vasco, S. Mascetti. - In: IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS. - ISSN 2168-2305. - 53:4(2023), pp. 771-780. [10.1109/THMS.2023.3280030]

Enhancing Screen Reader Intelligibility in Noisy Environments

D. Ahmetovic
Primo
;
G. Galimberti
Secondo
;
F. Avanzini;C. Bernareggi;L. Ludovico;G. Presti;S. Mascetti
Ultimo
2023

Abstract

People with blindness or severe low-vision access mobile devices using screen readers. However, noisy environments can impair screen reader intelligibility. During mobility, this could disorient or even endanger the user. To address this issue, we propose three screen reader speech compensation techniques based on environmental noise: speech rate slowing, adaptive volume increase, and adaptive equalization. Through a study with twelve participants in three simulated noise scenarios, we evaluate screen reader intelligibility and the perceived distraction from the soundscape, with and without compensations. Four of the proposed compensations, in particular those that pair speech rate reduction with volume or equalization adaptation, significantly improve screen reader's speech intelligibility in all considered scenarios, and the compensations do not have a significant impact on the distraction from the soundscape.
Adaptive equalizers; Headphones; Mobile handsets; Noise measurement; Public transportation; Signal to noise ratio; Speech compensation; visual impairments; Working environment noise;
Settore INF/01 - Informatica
2023
23-giu-2023
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/973929
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