On the Use of Artificial Conversation Data for Speaker Recognition in Cars

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 proble...

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Bibliographic Details
Main Authors: Gottlieb, L.R., Friedland, G.
Format: Conference Proceeding
Language:English
Subjects:
Car
Command languages
Computer errors
Computer science
Global Positioning System
NIST
Noise
Spatial databases
Speaker Identification
Speaker recognition
Speech recognition
Testing
USA Councils
Online Access:Request full text
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Summary: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.
DOI:10.1109/ICSC.2009.35