| 2025 | ICML | LSCD: Lomb-Scargle Conditioned Diffusion for Time series Imputation. | Elizabeth Fons, Alejandro Sztrajman, Yousef El-Laham, Luciana Ferrer, Svitlana Vyetrenko, Manuela Veloso |
| 2025 | Interspeech | Benchmarking Time-localized Explanations for Audio Classification Models. | Cecilia Bolaos, Leonardo Pepino, Martn Meza, Luciana Ferrer |
| 2025 | Interspeech | EnCodecMAE: leveraging neural codecs for universal audio representation learning. | Leonardo Pepino, Pablo Riera, Luciana Ferrer |
| 2025 | Interspeech | Improving Automatic Speech Recognition for Children's Reading Assessment with Disfluency-aware Language Models. | Jazmn Vidal, Luciana Ferrer, Juan Esteban Kamienkowski, Pablo Riera |
| 2023 | ICASSP | Study on the Fairness of Speaker Verification Systems Across Accent and Gender Groups. | Mariel Estvez, Luciana Ferrer |
| 2023 | ICASSP | Phone and Speaker Spatial Organization in Self-Supervised Speech Representations. | Pablo Riera, Manuela Cerdeiro, Leonardo Pepino, Luciana Ferrer |
| 2023 | MICCAI | Deployment of Image Analysis Algorithms Under Prevalence Shifts. | Patrick Godau, Piotr Kalinowski, Evangelia Christodoulou, Annika Reinke, Minu Tizabi, Luciana Ferrer, Paul F. Jger, Lena Maier-Hein |
| 2022 | ICASSP | Study of Positional Encoding Approaches for Audio Spectrogram Transformers. | Leonardo Pepino, Pablo Riera, Luciana Ferrer |
| 2022 | ICASSP | A Transfer Learning Approach for Pronunciation Scoring. | Marcelo Sancinetti, Jazmn Vidal, Cyntia Bonomi, Luciana Ferrer |
| 2021 | Interspeech | Out of a Hundred Trials, How Many Errors Does Your Speaker Verifier Make? | Niko Brmmer, Luciana Ferrer, Albert Swart |
| 2021 | Interspeech | Alzheimer Disease Recognition Using Speech-Based Embeddings From Pre-Trained Models. | Lara Gauder, Leonardo Pepino, Luciana Ferrer, Pablo Riera |
| 2021 | Interspeech | Emotion Recognition from Speech Using wav2vec 2.0 Embeddings. | Leonardo Pepino, Pablo Riera, Luciana Ferrer |
| 2021 | Interspeech | Phone-Level Pronunciation Scoring for Spanish Speakers Learning English Using a GOP-DNN System. | Jazmn Vidal, Cyntia Bonomi, Marcelo Sancinetti, Luciana Ferrer |
| 2020 | ICASSP | A Discriminative Condition-Aware Backend for Speaker Verification. | Luciana Ferrer, Mitchell McLaren |
| 2020 | ICASSP | Fusion Approaches for Emotion Recognition from Speech Using Acoustic and Text-Based Features. | Leonardo Pepino, Pablo Riera, Luciana Ferrer, Agustn Gravano |
| 2019 | ICASSP | Analysis and Mitigation of Vocal Effort Variations in Speaker Recognition. | Mahesh Kumar Nandwana, Mitchell McLaren, Luciana Ferrer, Diego Castn, Aaron Lawson |
| 2019 | Interspeech | Optimizing a Speaker Embedding Extractor Through Backend-Driven Regularization. | Luciana Ferrer, Mitchell McLaren |
| 2019 | Interspeech | Analysis of Critical Metadata Factors for the Calibration of Speaker Recognition Systems. | Mahesh Kumar Nandwana, Luciana Ferrer, Mitchell McLaren, Diego Castn, Aaron Lawson |
| 2019 | Interspeech | EpaDB: A Database for Development of Pronunciation Assessment Systems. | Jazmn Vidal, Luciana Ferrer, Leonardo Brambilla |
| 2018 | Interspeech | A Generalization of PLDA for Joint Modeling of Speaker Identity and Multiple Nuisance Conditions. | Luciana Ferrer, Mitchell McLaren |
| 2017 | Interspeech | Improving Robustness of Speaker Recognition to New Conditions Using Unlabeled Data. | Diego Castn, Mitchell McLaren, Luciana Ferrer, Aaron Lawson, Alicia Lozano-Diez |
| 2017 | Interspeech | Calibration Approaches for Language Detection. | Mitchell McLaren, Luciana Ferrer, Diego Castn, Aaron Lawson |
| 2016 | ICASSP | A phonetically aware system for speech activity detection. | Luciana Ferrer, Martin Graciarena, Vikramjit Mitra |
| 2016 | ICASSP | Exploring the role of phonetic bottleneck features for speaker and language recognition. | Mitchell McLaren, Luciana Ferrer, Aaron Lawson |
| 2016 | Interspeech | Minimizing Annotation Effort for Adaptation of Speech-Activity Detection Systems. | Luciana Ferrer, Martin Graciarena |
| 2016 | Interspeech | The SRI System for the NIST OpenSAD 2015 Speech Activity Detection Evaluation. | Martin Graciarena, Luciana Ferrer, Vikramjit Mitra |
| 2016 | Interspeech | On the Issue of Calibration in DNN-Based Speaker Recognition Systems. | Mitchell McLaren, Diego Castn, Luciana Ferrer, Aaron Lawson |
| 2016 | Interspeech | The Speakers in the Wild (SITW) Speaker Recognition Database. | Mitchell McLaren, Luciana Ferrer, Diego Castn, Aaron Lawson |
| 2016 | Interspeech | The 2016 Speakers in the Wild Speaker Recognition Evaluation. | Mitchell McLaren, Luciana Ferrer, Diego Castn, Aaron Lawson |
| 2015 | ICASSP | Advances in deep neural network approaches to speaker recognition. | Mitchell McLaren, Yun Lei, Luciana Ferrer |
| 2015 | Interspeech | Mitigating the effects of non-stationary unseen noises on language recognition performance. | Luciana Ferrer, Mitchell McLaren, Aaron Lawson, Martin Graciarena |
| 2015 | Interspeech | Speech-based assessment of PTSD in a military population using diverse feature classes. | Dimitra Vergyri, Bruce Knoth, Elizabeth Shriberg, Vikramjit Mitra, Mitchell McLaren, Luciana Ferrer, Pablo Garcia, Charles Marmar |
| 2014 | ICASSP | Lexical stress classification for language learning using spectral and segmental features. | Luciana Ferrer, Harry Bratt, Colleen Richey, Horacio Franco, Victor Abrash, Kristin Precoda |
| 2014 | ICASSP | Adaptive and discriminative modeling for improved mispronunciation detection. | Horacio Franco, Luciana Ferrer, Harry Bratt |
| 2014 | ICASSP | Calibration and multiple system fusion for spoken term detection using linear logistic regression. | Julien van Hout, Luciana Ferrer, Dimitra Vergyri, Nicolas Scheffer, Yun Lei, Vikramjit Mitra, Steven Wegmann |
| 2014 | ICASSP | Simplified VTS-based I-vector extraction in noise-robust speaker recognition. | Yun Lei, Mitchell McLaren, Luciana Ferrer, Nicolas Scheffer |
| 2014 | ICASSP | A novel scheme for speaker recognition using a phonetically-aware deep neural network. | Yun Lei, Nicolas Scheffer, Luciana Ferrer, Mitchell McLaren |
| 2014 | ICASSP | Effective use of DCTS for contextualizing features for speaker recognition. | Mitchell McLaren, Nicolas Scheffer, Luciana Ferrer, Yun Lei |
| 2014 | Interspeech | Spoken language recognition based on senone posteriors. | Luciana Ferrer, Yun Lei, Mitchell McLaren, Nicolas Scheffer |
| 2014 | Interspeech | A deep neural network speaker verification system targeting microphone speech. | Yun Lei, Luciana Ferrer, Mitchell McLaren, Nicolas Scheffer |
| 2014 | Interspeech | Application of convolutional neural networks to speaker recognition in noisy conditions. | Mitchell McLaren, Yun Lei, Nicolas Scheffer, Luciana Ferrer |
| 2013 | ICASSP | Improving speaker identification robustness to highly channel-degraded speech through multiple system fusion. | Mitchell McLaren, Nicolas Scheffer, Martin Graciarena, Luciana Ferrer, Yun Lei |
| 2013 | Interspeech | A noise-robust system for NIST 2012 speaker recognition evaluation. | Luciana Ferrer, Mitchell McLaren, Nicolas Scheffer, Yun Lei, Martin Graciarena, Vikramjit Mitra |
| 2013 | Interspeech | All for one: feature combination for highly channel-degraded speech activity detection. | Martin Graciarena, Abeer Alwan, Dan Ellis, Horacio Franco, Luciana Ferrer, John H. L. Hansen, Adam Janin, Byung Suk Lee, Yun Lei, Vikramjit Mitra, Nelson Morgan, Seyed Omid Sadjadi, T. J. Tsai, Nicolas Scheffer, Lee Ngee Tan, Benjamin Williams |
| 2013 | Interspeech | Improving language identification robustness to highly channel-degraded speech through multiple system fusion. | Aaron Lawson, Mitchell McLaren, Yun Lei, Vikramjit Mitra, Nicolas Scheffer, Luciana Ferrer, Martin Graciarena |
| 2013 | Interspeech | Strategies for high accuracy keyword detection in noisy channels. | Arindam Mandal, Julien van Hout, Yik-Cheung Tam, Vikramjit Mitra, Yun Lei, Jing Zheng, Dimitra Vergyri, Luciana Ferrer, Martin Graciarena, Andreas Kathol, Horacio Franco |
| 2012 | ICASSP | iVector-based prosodic system for language identification. | David Martnez Gonzlez, Luks Burget, Luciana Ferrer, Nicolas Scheffer |
| 2012 | ICASSP | Towards noise-robust speaker recognition using probabilistic linear discriminant analysis. | Yun Lei, Luks Burget, Luciana Ferrer, Martin Graciarena, Nicolas Scheffer |
| 2011 | ICASSP | Recent progress in prosodic speaker verification. | Marcel Kockmann, Luciana Ferrer, Luks Burget, Elizabeth Shriberg, Jan Cernock |
| 2011 | ICASSP | The SRI NIST 2010 speaker recognition evaluation system. | Nicolas Scheffer, Luciana Ferrer, Martin Graciarena, Sachin S. Kajarekar, Elizabeth Shriberg, Andreas Stolcke |
| 2011 | Interspeech | iVector Fusion of Prosodic and Cepstral Features for Speaker Verification. | Marcel Kockmann, Luciana Ferrer, Luks Burget, Jan Cernock |
| 2011 | Interspeech | Constrained Cepstral Speaker Recognition Using Matched UBM and JFA Training. | Michelle Hewlett Sanchez, Luciana Ferrer, Elizabeth Shriberg, Andreas Stolcke |
| 2011 | Interspeech | Using Prosodic and Spectral Features in Detecting Depression in Elderly Males. | Michelle Hewlett Sanchez, Dimitra Vergyri, Luciana Ferrer, Colleen Richey, Pablo Garcia, Bruce Knoth, William Jarrold |
| 2011 | Interspeech | Factor Analysis Back Ends for MLLR Transforms in Speaker Recognition. | Nicolas Scheffer, Yun Lei, Luciana Ferrer |
| 2010 | ICASSP | A comparison of approaches for modeling prosodic features in speaker recognition. | Luciana Ferrer, Nicolas Scheffer, Elizabeth Shriberg |
| 2010 | ICASSP | Acoustic front-end optimization for bird species recognition. | Martin Graciarena, Michelle Delplanche, Elizabeth Shriberg, Andreas Stolcke, Luciana Ferrer |
| 2010 | Interspeech | Prosodic speaker verification using subspace multinomial models with intersession compensation. | Marcel Kockmann, Luks Burget, Ondrej Glembek, Luciana Ferrer, Jan Cernock |
| 2010 | Interspeech | Domain adaptation and compensation for emotion detection. | Michelle Hewlett Sanchez, Gkhan Tr, Luciana Ferrer, Dilek Hakkani-Tr |
| 2009 | ICASSP | THE SRI NIST 2008 speaker recognition evaluation system. | Sachin S. Kajarekar, Nicolas Scheffer, Martin Graciarena, Elizabeth Shriberg, Andreas Stolcke, Luciana Ferrer, Tobias Bocklet |
| 2008 | ICASSP | System combination using auxiliary information for speaker verification. | Luciana Ferrer, Martin Graciarena, Argyrios Zymnis, Elizabeth Shriberg |
| 2008 | ICASSP | Nonparametric feature normalization for SVM-based speaker verification. | Andreas Stolcke, Sachin S. Kajarekar, Luciana Ferrer |
| 2008 | Interspeech | Modeling prior belief for speaker verification SVM systems. | Luciana Ferrer |
| 2007 | ICASSP | Parameterization of Prosodic Feature Distributions for SVM Modeling in Speaker Recognition. | Luciana Ferrer, Elizabeth Shriberg, Sachin S. Kajarekar, M. Kemal Snmez |
| 2007 | Interspeech | A smoothing kernel for spatially related features and its application to speaker verification. | Luciana Ferrer, M. Kemal Snmez, Elizabeth Shriberg |
| 2007 | Interspeech | A text-constrained prosodic system for speaker verification. | Elizabeth Shriberg, Luciana Ferrer |
| 2006 | ICASSP | The Contribution of Cepstral and Stylistic Features to SRI's 2005 NIST Speaker Recognition Evaluation System. | Luciana Ferrer, Elizabeth Shriberg, Sachin S. Kajarekar, Andreas Stolcke, M. Kemal Snmez, Anand Venkataraman, Harry Bratt |
| 2005 | ICASSP | SRI's 2004 NIST Speaker Recognition Evaluation System. | Sachin S. Kajarekar, Luciana Ferrer, Elizabeth Shriberg, M. Kemal Snmez, Andreas Stolcke, Anand Venkataraman, Jing Zheng |
| 2005 | Interspeech | Class-dependent score combination for speaker recognition. | Luciana Ferrer, M. Kemal Snmez, Sachin S. Kajarekar |
| 2005 | Interspeech | MLLR transforms as features in speaker recognition. | Andreas Stolcke, Luciana Ferrer, Sachin S. Kajarekar, Elizabeth Shriberg, Anand Venkataraman |
| 2004 | Interspeech | SVM modeling of "SNERF-grams" for speaker recognition. | Elizabeth Shriberg, Luciana Ferrer, Anand Venkataraman, Sachin S. Kajarekar |
| 2003 | ICASSP | A prosody-based approach to end-of-utterance detection that does not require speech recognition. | Luciana Ferrer, Elizabeth Shriberg, Andreas Stolcke |
| 2003 | ICASSP | Training a prosody-based dialog act tagger from unlabeled data. | Anand Venkataraman, Luciana Ferrer, Andreas Stolcke, Elizabeth Shriberg |
| 2003 | ICASSP | Prosodic knowledge sources for automatic speech recognition. | Dimitra Vergyri, Andreas Stolcke, Venkata Ramana Rao Gadde, Luciana Ferrer, Elizabeth Shriberg |
| 2003 | Interspeech | Modeling duration patterns for speaker recognition. | Luciana Ferrer, Harry Bratt, Venkata Ramana Rao Gadde, Sachin S. Kajarekar, Elizabeth Shriberg, M. Kemal Snmez, Andreas Stolcke, Anand Venkataraman |
| 2003 | ISI | "TalkPrinting": Improving Speaker Recognition by Modeling Stylistic Features. | Sachin S. Kajarekar, M. Kemal Snmez, Luciana Ferrer, Venkata Ramana Rao Gadde, Anand Venkataraman, Elizabeth Shriberg, Andreas Stolcke, Harry Bratt |
| 2002 | Interspeech | Is the speaker done yet? faster and more accurate end-of-utterance detection using prosody. | Luciana Ferrer, Elizabeth Shriberg, Andreas Stolcke |
| 2001 | Interspeech | Improving performance of a keyword spotting system by using a new confidence measure. | Luciana Ferrer, Claudio Estienne |