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1

Parallel implementation of Artificial Neural Network training for speech recognition

Stefano Scanzio, Sandro Cumani, Roberto Gemello, Franco Mana, P. Laface

Journal:

Pattern Recognition Letters

Year:

2010

Language:

english

File:

PDF, 524 KB

english, 2010

2

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - Probabilistic linear discriminant analysis of i-vector posterior distributions

Cumani, Sandro, Plchot, Oldrich, Laface, Pietro

Year:

2013

Language:

english

File:

PDF, 176 KB

english, 2013

3

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Discriminatively trained Probabilistic Linear Discriminant Analysis for speaker verification

Burget, Lukas, Plchot, Oldrich, Cumani, Sandro, Glembek, Ondrej, Matejka, Pavel, Brummer, Niko

Year:

2011

Language:

english

File:

PDF, 107 KB

english, 2011

4

[IEEE 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Dallas, TX, USA (2010.03.14-2010.03.19)] 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Parallel implementation of artificial neural network training

Scanzio, Stefano, Cumani, Sandro, Gemello, Roberto, Mana, Franco, Laface, P.

Year:

2010

Language:

english

File:

PDF, 145 KB

english, 2010

5

Large-Scale Training of Pairwise Support Vector Machines for Speaker Recognition

Cumani, Sandro, Laface, Pietro

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2014

Language:

english

File:

PDF, 1.89 MB

english, 2014

6

Factorized Sub-Space Estimation for Fast and Memory Effective I-vector Extraction

Cumani, Sandro, Laface, Pietro

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2014

Language:

english

File:

PDF, 2.60 MB

english, 2014

7

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Training Pairwise Support Vector Machines with large scale datasets

Cumani, Sandro, Laface, Pietro

Year:

2014

Language:

english

File:

PDF, 255 KB

english, 2014

8

Memory and Computation Trade-Offs for Efficient I-Vector Extraction

Cumani, Sandro, Laface, Pietro

Journal:

IEEE Transactions on Audio Speech and Language Processing

Year:

2013

Language:

english

File:

PDF, 1.82 MB

english, 2013

9

On the use of i–vector posterior distributions in Probabilistic Linear Discriminant Analysis

Cumani, Sandro, Plchot, Oldrich, Laface, Pietro

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2014

Language:

english

File:

PDF, 2.53 MB

english, 2014

10

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Gender independent discriminative speaker recognition in i-vector space

Cumani, Sandro, Glembek, Ondrej, Brummer, Niko, de Villiers, Edward, Laface, Pietro

Year:

2012

Language:

english

File:

PDF, 144 KB

english, 2012

11

[IEEE 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Dallas, TX, USA (2010.03.14-2010.03.19)] 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Loquendo-Politecnico di Torino system for the 2009 NIST Language Recognition Evaluation

Castaldo, Fabio, Colibro, Daniele, Cumani, Sandro, Dalmasso, Emanuele, Laface, Pietro, Vair, Claudio

Year:

2010

Language:

english

File:

PDF, 150 KB

english, 2010

12

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Independent component analysis and MLLR transforms for speaker identification

Cumani, Sandro, Plchot, Oldrich, Karafiat, Martin

Year:

2012

Language:

english

File:

PDF, 522 KB

english, 2012

13

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Discriminative classifiers for phonotactic language recognition with iVectors

Soufifar, Mehdi, Cumani, Sandro, Burget, Lukas, Cernocky, Jan “Honza”

Year:

2012

Language:

english

File:

PDF, 105 KB

english, 2012

14

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Loquendo - Politecnico di Torino's 2010 NIST speaker recognition evaluation system

Castaldo, Fabio, Colibro, Daniele, Vair, Claudio, Cumani, Sandro, Laface, Pietro

Year:

2011

Language:

english

File:

PDF, 401 KB

english, 2011

15

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Fast discriminative speaker verification in the i-vector space

Cumani, Sandro, Brummer, Niko, Burget, Lukas, Laface, Pietro

Year:

2011

Language:

english

File:

PDF, 111 KB

english, 2011

16

Fast Scoring of Full Posterior PLDA Models

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2015

Language:

english

File:

PDF, 1.53 MB

english, 2015

17

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Memory-aware i-vector extraction by means of sub-space factorization

Cumani, Sandro, Laface, Pietro

Year:

2015

Language:

english

File:

PDF, 435 KB

english, 2015

18

[IEEE 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Shanghai (2016.3.20-2016.3.25)] 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Discriminative multi-domain PLDA for speaker verification

Sholokhov, Alexey, Kinnunen, Tomi, Cumani, Sandro

Year:

2016

Language:

english

File:

PDF, 250 KB

english, 2016

19

Nonlinear I-Vector Transformations for PLDA-Based Speaker Recognition

Cumani, Sandro, Laface, Pietro

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2017

Language:

english

File:

PDF, 5.99 MB

english, 2017

20

[IEEE ICASSP 2017 - 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - New Orleans, LA, USA (2017.3.5-2017.3.9)] 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - e-vectors: JFA and i-vectors revisited

Cumani, Sandro, Laface, Pietro

Year:

2017

Language:

english

File:

PDF, 3.47 MB

english, 2017

21

Joint estimation of PLDA and non-linear transformations of speaker vectors

Cumani, Sandro, Laface, Pietro

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2017

Language:

english

File:

PDF, 2.06 MB

english, 2017

22

Speaker recognition using e-vectors

Cumani, Sandro, Laface, Pietro

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2018

Language:

english

File:

PDF, 2.17 MB

english, 2018

23

Feature Fusion for Fingerprint Liveness Detection: a Comparative Study

Toosi, Amirhosein, Bottino, Andrea, Cumani, Sandro, Negri, Pablo, Sottile, Pietro Luca

Journal:

Year:

2017

Language:

english

File:

PDF, 7.82 MB

english, 2017

24

Scoring heterogeneous speaker vectors using non-linear transformations and Tied PLDA models

Cumani, Sandro, Laface, Pietro

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2018

Language:

english

File:

PDF, 2.16 MB

english, 2018

25

Exact memory–constrained UPGMA for large scale speaker clustering

Cumani, Sandro, Laface, Pietro

Journal:

Pattern Recognition

Year:

2019

File:

PDF, 960 KB

2019

26

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Tied Normal Variance–Mean Mixtures for Linear Score Calibration

Cumani, Sandro, Laface, Pietro

Year:

2019

Language:

english

File:

PDF, 274 KB

english, 2019

27

Special Issue on Advances in Deep Learning

Gragnaniello, Diego, Bottino, Andrea, Cumani, Sandro, Kim, Wonjoon

Journal:

Applied Sciences

Year:

2020

File:

PDF, 191 KB

2020

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