| 2025 | ACL | Privacy Preserving Data Selection for Bias Mitigation in Speech Models. | Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudr, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca De Alfaro, Elena Baralis, Daniele Amberti |
| 2025 | Interspeech | Analysis of ABC Frontend Audio Systems for the NIST-SRE24. | Sara Barahona, Anna Silnova, Ladislav Mosner, Junyi Peng, Oldrich Plchot, Johan Rohdin, Lin Zhang, Jiangyu Han, Petr Plka, Federico Landini, Luks Burget, Themos Stafylakis, Sandro Cumani, Dominik Bobos, Miroslav Hlavcek, Martin Kodovsky, Toms Pavlcek |
| 2025 | Interspeech | A Copula-Based Generative Score-Level Fusion Model for Speaker Verification. | Sandro Cumani |
| 2025 | Interspeech | Analysis of the ABC Classification Backends for NIST SRE24. | Sandro Cumani, Anna Silnova, Sara Barahona, Ladislav Mosner, Oldrich Plchot, Johan Rohdin |
| 2024 | ICASSP | Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech Models. | Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudr, Elisa Reale, Giuseppe Attanasio, Luca Cagliero, Sandro Cumani, Luca De Alfaro, Elena Baralis, Daniele Amberti |
| 2023 | Interspeech | From adaptive score normalization to adaptive data normalization for speaker verification systems. | Sandro Cumani, Salvatore Sarni |
| 2023 | Interspeech | Description and analysis of the KPT system for NIST Language Recognition Evaluation 2022. | Salvatore Sarni, Sandro Cumani, Sabato Marco Siniscalchi, Andrea Bottino |
| 2021 | Interspeech | A Generative Model for Duration-Dependent Score Calibration. | Sandro Cumani, Salvatore Sarni |
| 2019 | ICASSP | Tied Normal Variance-Mean Mixtures for Linear Score Calibration. | Sandro Cumani, Pietro Laface |
| 2019 | Interspeech | Normal Variance-Mean Mixtures for Unsupervised Score Calibration. | Sandro Cumani |
| 2017 | ICASSP | e-vectors: JFA and i-vectors revisited. | Sandro Cumani, Pietro Laface |
| 2017 | IJCCI | CNN Patch-Based Voting for Fingerprint Liveness Detection. | Amirhosein Toosi, Sandro Cumani, Andrea Bottino |
| 2017 | IJCCI | Assessing Transfer Learning on Convolutional Neural Networks for Patch-Based Fingerprint Liveness Detection. | Amirhosein Toosi, Sandro Cumani, Andrea Bottino |
| 2017 | Interspeech | Nuance - Politecnico di Torino's 2016 NIST Speaker Recognition Evaluation System. | Daniele Colibro, Claudio Vair, Emanuele Dalmasso, Kevin Farrell, Gennady Karvitsky, Sandro Cumani, Pietro Laface |
| 2016 | ICASSP | Discriminative multi-domain PLDA for speaker verification. | Alexey Sholokhov, Tomi Kinnunen, Sandro Cumani |
| 2015 | CIARP | On Multiview Analysis for Fingerprint Liveness Detection. | Amirhosein Toosi, Sandro Cumani, Andrea Bottino |
| 2015 | ICASSP | Memory-aware i-vector extraction by means of sub-space factorization. | Sandro Cumani, Pietro Laface |
| 2015 | Interspeech | Speaker recognition by means of acoustic and phonetically informed GMMs. | Sandro Cumani, Pietro Laface, Farzana Kulsoom |
| 2015 | Interspeech | Exploiting i-vector posterior covariances for short-duration language recognition. | Sandro Cumani, Oldrich Plchot, Radek Fr |
| 2014 | ICASSP | Training Pairwise Support Vector Machines with large scale datasets. | Sandro Cumani, Pietro Laface |
| 2013 | ICASSP | Probabilistic linear discriminant analysis of i-vector posterior distributions. | Sandro Cumani, Oldrich Plchot, Pietro Laface |
| 2013 | ICASSP | Developing a speaker identification system for the DARPA RATS project. | Oldrich Plchot, Spyros Matsoukas, Pavel Matejka, Najim Dehak, Jeff Z. Ma, Sandro Cumani, Ondrej Glembek, Hynek Hermansky, Sri Harish Reddy Mallidi, Nima Mesgarani, Richard M. Schwartz, Mehdi Soufifar, Zheng-Hua Tan, Samuel Thomas, Bing Zhang, Xinhui Zhou |
| 2013 | Interspeech | Nuance - Politecnico di torino's 2012 NIST speaker recognition evaluation system. | Daniele Colibro, Claudio Vair, Kevin Farrell, Nir Krause, Gennady Karvitsky, Sandro Cumani, Pietro Laface |
| 2013 | Interspeech | Fast and memory effective i-vector extraction using a factorized sub-space. | Sandro Cumani, Pietro Laface |
| 2013 | Interspeech | Regularized subspace n-gram model for phonotactic ivector extraction. | Mehdi Soufifar, Luks Burget, Oldrich Plchot, Sandro Cumani, Jan Cernock |
| 2012 | ICASSP | Gender independent discriminative speaker recognition in i-vector space. | Sandro Cumani, Ondrej Glembek, Niko Brmmer, Edward de Villiers, Pietro Laface |
| 2012 | ICASSP | Independent component analysis and MLLR transforms for speaker identification. | Sandro Cumani, Oldrich Plchot, Martin Karafit |
| 2012 | ICASSP | Discriminative classifiers for phonotactic language recognition with iVectors. | Mehdi Soufifar, Sandro Cumani, Luks Burget, Honza Cernock |
| 2011 | ICASSP | Discriminatively trained Probabilistic Linear Discriminant Analysis for speaker verification. | Luks Burget, Oldrich Plchot, Sandro Cumani, Ondrej Glembek, Pavel Matejka, Niko Brmmer |
| 2011 | ICASSP | Loquendo - Politecnico di Torino's 2010 NIST speaker recognition evaluation system. | Fabio Castaldo, Daniele Colibro, Claudio Vair, Sandro Cumani, Pietro Laface |
| 2011 | ICASSP | Fast discriminative speaker verification in the i-vector space. | Sandro Cumani, Niko Brmmer, Luks Burget, Pietro Laface |
| 2011 | Interspeech | Comparison of Speaker Recognition Approaches for Real Applications. | Sandro Cumani, Pier Domenico Batzu, Daniele Colibro, Claudio Vair, Pietro Laface, Vasileios Vasilakakis |
| 2010 | ICASSP | Loquendo-Politecnico di Torino system for the 2009 NIST Language Recognition Evaluation. | Fabio Castaldo, Daniele Colibro, Sandro Cumani, Emanuele Dalmasso, Pietro Laface, Claudio Vair |
| 2010 | ICASSP | Parallel implementation of artificial neural network training. | Stefano Scanzio, Sandro Cumani, Roberto Gemello, Franco Mana, Pietro Laface |
| 2009 | Interspeech | Language recognition using language factors. | Fabio Castaldo, Sandro Cumani, Pietro Laface, Daniele Colibro |