Publications
- Year
- 2023
- Title
- Deep Fusion: Efficient Network Training via Pre-trained Initializations
- Authors
- Hanna Mazzawi, Xavi Gonzalvo, Michael Wunder
- Conference
- Workshop on Efficient Systems for Foundation Models @ ICML2023
- Year
- 2022
- Title
- AdaME: Adaptive learning of multisource adaptation ensembles
- Authors
- Scott Yak, Javier Gonzalvo, Mehryar Mohri, Corinna Cortes
- Conference
- NeurIPS 2022 Workshop DistShift
- Year
- 2020
- Title
- Agnostic Learning with Multiple Objectives
- Authors
- Corinna Cortes, Mehryar Mohri, Javier Gonzalvo, Dmitry Storcheus
- Conference
- NeurIPS
- Year
- 2019
- Title
- Towards Task and Architecture-Independent Generalization Gap Predictors
- Authors
- Scott Yak, Javier Gonzalvo, Hanna Mazzawi
- Conference
- Understanding and Improving Generalization in Deep Learning
- Year
- 2019
- Title
- Improving Neural Architecture Search Image Classifiers via Ensemble Learning
- Authors
- Vladimir Macko, Charles Weill, Hanna Mazzawi, Javier Gonzalvo
- Conference
- 6th ICML Workshop on Automated Machine Learning (AutoML 2019)
- Year
- 2019
- Title
- Improving Keyword Spotting and Language Identification via Neural Architecture Search at Scale
- Authors
- Hanna Mazzawi, Xavi Gonzalvo, Aleks Kracun, Prashant Sridhar, Niranjan Subrahmanya, Ignacio Lopez-Moreno, Hyun-Jin Park, Patrick Violette
- Conference
- INTERSPEECH
- Year
- 2019
- Title
- AdaNet: A Scalable and Flexible Framework for Automatically Learning Ensembles
- Authors
- Charles Weill, Javier Gonzalvo, Vitaly Kuznetsov, Scott Yang, Scott Yak, Hanna Mazzawi, Eugen Hotaj, Ghassen Jerfel, Vladimir Macko, Ben Adlam, Mehryar Mohri, Corinna Cortes
- Conference
- 6th ICML Workshop on Automated Machine Learning (AutoML 2019)
- Year
- 2017
- Title
- AdaNet: Adaptive Structural Learning of Artificial Neural Networks
- Authors
- Corinna Cortes, Xavi Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang
- Conference
- ICML
- Year
- 2016
- Title
- JNDSLAM: A SLAM extension for speech synthesis
- Authors
- Rasmus Dall, Xavi Gonzalvo
- Conference
- Speech Prosody
- Year
- 2016
- Title
- Recent Advances in Google Real-time HMM-driven Unit Selection Synthesizer
- Authors
- Xavier Gonzalvo, Siamak Tazari, Chun-an Chan, Markus Becker, Alexander Gutkin, Hanna Silen
- Conference
- Interspeech -International Conference on Spoken Language Processing.
- Year
- 2014
- Title
- Text-To-Speech with cross-lingual Neural Network-based grapheme-to-phoneme models
- Authors
- X Gonzalvo, M Podsiadło
- Conference
- Fifteenth Annual Conference of the International Speech Communication
- Year
- 2010
- Title
- Quantized HMMs for low footprint text-to-speech synthesis
- Authors
- A Gutkin, X Gonzalvo, S Breuer, P Taylor
- Conference
- Eleventh Annual Conference of the International Speech Communication Association
- Year
- 2010
- Title
- High quality emotional HMM-based synthesis in spanish
- Authors
- X Gonzalvo, P Taylor, C Monzo, I Iriondo, JC Socoró
- Conference
- Advances in Nonlinear Speech Processing
- Year
- 2009
- Title
- Local minimum generation error criterion for hybrid HMM speech synthesis
- Authors
- X Gonzalvo, A Gutkin, JC Socoró, I Iriondo, P Taylor
- Conference
- Tenth Annual Conference of the International Speech Communication Association
- Year
- 2008
- Title
- Towards high-quality next-generation text-to-speech synthesis: A multidomain approach by automatic domain classification
- Authors
- F Alías, X Sevillano, JC Socoró, X Gonzalvo
- Conference
- Audio, Speech, and Language Processing, IEEE Transactions on 16 (7)
- Year
- 2007
- Title
- HMM-based Spanish speech synthesis using CBR as F0 estimator
- Authors
- X Gonzalvo, I Iriondo, JC Socoró, F Alıas, C Monzo
- Conference
- ITRW on NOLISP
- Year
- 2007
- Title
- Mixing HMM-based spanish speech synthesis with a CBR for prosody estimation
- Authors
- X Gonzalvo, I Iriondo, JC Socoró, F Alías, C Monzo
- Conference
- Advances in Nonlinear Speech Processing
- Year
- 2007
- Title
- Linguistic and Mixed Excitation Improvements on a HMM-based speech synthesis for Castilian Spanish
- Authors
- Xavier Gonzalvo Fructuoso, Joan Claudi Socoro Carrie, Ignacio Iriondo Sanz, Carlos Monzo Sanchez, Elisa Martinez Marroquin
- Conference
- SSW6
- Year
- 2007
- Title
- Discriminating Expressive Speech Styles by Voice Quality Parameterization
- Authors
- Carlos Monzo Sanchez, Francesc Alias Pujol, Ignacio Iriondo Sanz, Xavier Gonzalvo Fructuoso, Santiago Planet Garcia
- Conference
- 16th International Congress of Phonetic Sciences
- Year
- 2006
- Title
- Multi-domain Text-to-Speech Synthesis by Automatic Text Classification
- Authors
- Francesc Alias Pujol, Joan Claudi Socoro Carrie, Xavier Sevillano Dominguez, Ignacio Iriondo Sanz, Xavier Gonzalvo Fructuoso
- Conference
- InterSpeech -International Conference on Spoken Language Processing.
- Year
- 2005
- Title
- High quality Spanish restricted-domain TTS oriented to a weather forecast application
- Authors
- Francesc Alias Pujol, Ignacio Iriondo Sanz, Lluís Formiga Fanals, Xavier Gonzalvo Fructuoso, Carlos Monzo Sanchez, Xavier Sevillano Dominguez
- Conference
- The 9th European Conference on Speech Communication and Technology
- Year
- 2005
- Title
- Entorno para el aprendizaje automático de las estrategias de diálogo
- Authors
- Xavier Gonzalvo Fructuoso, Jose Antonio Moran Moreno, Carlos Monzo Sanchez, Santiago Planet Garcia
- Conference
- URSI
- Year
- 2004
- Title
- Protocolo DS-CDMA orientado a la gestión de un auditorio
- Authors
- Carlos Monzo Sanchez, Jose Antonio Moran Moreno, Santiago Planet Garcia, Xavier Gonzalvo Fructuoso
- Conference
- URSI
- Year
- 2004
- Title
- Asistencia al seguimiento docente basada en técnicas avanzadas de análisis
- Authors
- Santiago Planet Garcia, Jose Antonio Moran Moreno, Carlos Monzo Sanchez, Xavier Gonzalvo Fructuoso
- Conference
- URSI
- Year
- 2003
- Title
- Detección del ángulo de llegada con un array microfónico
- Authors
- Xavier Gonzalvo Fructuoso, Jose Antonio Moran Moreno, Javier Melenchón Maldonado
- Conference
- URSI