Title :
Playing speech backwards for classification tasks
Author :
Hürst, Wolfgang ; Lauer, Tobias ; Bürfent, Cedric
Author_Institution :
Inst. fur Inf., Albert-Ludwigs-Univ., Freiburg, Germany
Abstract :
Literature on speech skimming reports on techniques for playing speech backwards in a way that is still intelligible to the user. However, so far there is no empirical evidence for reasonable parameter settings of the respective algorithms and few examinations have been conducted to verify the usefulness of this feature for actual tasks. We present a user study testing different ways of backward skimming in relation to topic classification. Our evaluation shows a high classification performance and suggests implications for the design of the user interface.
Keywords :
signal classification; speech intelligibility; speech-based user interfaces; speech backward playing; speech skimming; topic classification task; user interface; Feedback; Performance analysis; Signal analysis; Speech analysis; Testing; Usability; User interfaces;
Conference_Titel :
Multimedia and Expo, 2005. ICME 2005. IEEE International Conference on
Print_ISBN :
0-7803-9331-7
DOI :
10.1109/ICME.2005.1521572