Software
ICMC features for utterance verification and text-dependent speaker verification
Matlab implementation of IIR-CQT Mel-frequency cepstral coefficients (ICMC), based on Infinite impulse response constant Q (IIR-CQT), successfully used for utterance verification and text-dependent speaker verification. Additional supporting modules are included: voice activity detector, pre-emphasis filter and cepstral mean and variance normalisation.
Download the package* here
For further information consult the following paper:
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July 2016
Report
Further optimisations of constant Q cepstral processing for integrated utterance verification and text-dependent speaker verification
Research Report RR-16-322, Accepted to the IEEE Workshop on Spoken Language Technology (SLT), December 13-16, 2016, San Juan, Puerto Rico
* This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/4.0/
CQCC features and ARTE filter for automatic speaker verification
Matlab implementation of constant Q cepstral coefficients and articulation rate (ARTE) filter successfully used for automatic speaker verification. Additional supporting modules are included: voice activity detector, pre-emphasis filter and cepstral mean and variance normalisation.
Download the package* here
For further information consult the following paper:
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September 2016
Conference
Articulation rate filtering of CQCC features for automatic speaker verification
INTERSPEECH 2016, Annual Conference of the International Speech Communication Association, September 8-12, 2016, San Francisco, USA
* This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/4.0/
CQCC features for spoofed speech detection
Matlab implementation of constant Q cepstral coefficients successfully used for spoofed speech detection for speaker verification.
Download the package* here
For further information consult the following paper:
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June 2016
Conference
A new feature for automatic speaker verification anti-spoofing: Constant Q cepstral coefficients
ODYSSEY 2016, The Speaker and Language Recognition Workshop, June 21-24, 2016, Bilbao, Spain
Best Paper Award
* This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/4.0/
Online learning
Access software for the following paper here or download a complete archive.
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December 2012
Journal
Online non-negative convolutive pattern learning for speech signals
IEEE Transactions on Signal Processing, Volume 61, N°1, 2013, ISSN: 1053-587X
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