Title :
Identifying salient sounds using dual-task experiments
Author :
Duangudom, Varinthira ; Anderson, David V.
Author_Institution :
Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
Auditory saliency refers to the characteristics of a sound that cause it to attract the attention of a listener. Pre-attentive or bottom-up saliency has to do with automatic processing in the human auditory system that does not require and often precedes attention. Unlike visual saliency, where eye-tracking is a commonly used evaluation method, with auditory saliency, there is no easily trackable physical correlate that can be used for evaluation. Other auditory saliency models [1, 2] have been evaluated using tests that did not specifically target bottom-up saliency. In this paper, we present a method to conclusively isolate bottom-up auditory saliency. There are also several important applications to bottom-up saliency in auditory scene analysis, auditory display design and analysis, and speech processing.
Keywords :
audio signal processing; speech processing; auditory display design; auditory saliency; auditory scene analysis; bottom-up saliency; eye-tracking; human auditory system; pre-attentive saliency; speech processing; Auditory system; Brain modeling; Computational modeling; Modulation; Spectrogram; Visualization; auditory saliency; auditory scene analysis; bottom-up saliency; dual task experiment;
Conference_Titel :
Applications of Signal Processing to Audio and Acoustics (WASPAA), 2013 IEEE Workshop on
Conference_Location :
New Paltz, NY
DOI :
10.1109/WASPAA.2013.6701865