Title :
On the Use of Artificial Conversation Data for Speaker Recognition in Cars
Author :
Gottlieb, Luke R. ; Friedland, Gerald
Author_Institution :
Int. Comput. Sci. Inst., Berkeley, CA, USA
Abstract :
Based on contrastive experiments the following article presents a discussion on the difficulties of using state-of-the art speaker recognition methods under realistic car noise conditions and argues that, even though work has been done in this area, current approaches fail to address the main problems occurring in this task. The article also proposes a possible solution which opens new directions for further research in this area.
Keywords :
automotive components; automotive electronics; speaker recognition; artificial conversation data; car noise condition; speaker recognition; Command languages; Computer errors; Computer science; Global Positioning System; NIST; Spatial databases; Speaker recognition; Speech recognition; Testing; USA Councils; Car; Noise; Speaker Identification;
Conference_Titel :
Semantic Computing, 2009. ICSC '09. IEEE International Conference on
Conference_Location :
Berkeley, CA
Print_ISBN :
978-1-4244-4962-0
Electronic_ISBN :
978-0-7695-3800-6
DOI :
10.1109/ICSC.2009.35