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Title: Effects of device mismatch, language mismatch and environmental mismatch on speaker verification
Authors: Ma, B
Meng, HM
Mak, MW 
Keywords: M3 speaker verification evaluation
Speaker verification
Biometrics corpus
Issue Date: 2007
Publisher: IEEE
Source: IEEE International Conference on Acoustics, Speech and Signal Processing, 2007 : ICASSP 2007, 15-20 April 2007, Honolulu, HI, p. IV301-IV304 How to cite?
Abstract: Device, language and environmental mismatch adversely affect speaker verification (SV) performance. We investigate such effects empirically based on the M3 (multibiometric, multilingual and multi-device) corpus (H. Meng et al., 2006). Device mismatch (among 3G phone, PocketPC and a desktop PC plug-in microphone) brings relative performance degradation of 523%; language mismatch (between English and Cantonese) brings 284% and environmental mismatch (between office environment and recording studio) brings 109%. In particular, verification with wide-band models on narrow-band test data outperforms narrow-band models on wide-band test data. The 3G phone's SV performance is generally low, but remains stable across environments. Additionally, durational variations within two-second utterances may cause a relative change of 633% in SV performance.
ISBN: 1-4244-0727-3
ISSN: 1520-6149
DOI: 10.1109/ICASSP.2007.366909
Appears in Collections:Conference Paper

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