Javier Hernando

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 36

Top Venues

CoRR

INTERSPEECH

IberSPEECH

ICASSP

Publications

Federico Costa, Miquel India, Javier Hernando
Double Multi-Head Attention Multimodal System for Odyssey 2024 Speech Emotion Recognition Challenge. Odyssey (2024)
Federico Costa, Miquel India, Javier Hernando
Speaker Characterization by means of Attention Pooling. CoRR (2024)
Federico Costa, Miquel India, Javier Hernando
Double Multi-Head Attention Multimodal System for Odyssey 2024 Speech Emotion Recognition Challenge. CoRR (2024)
Daniel Mela, Aitor Gonzalez-Agirre, Javier Hernando, Marta Villegas
Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge. ACL (Findings) (2024)
Miquel India, Javier Hernando, José A. R. Fonollosa
Language modelling for speaker diarization in telephonic interviews. Comput. Speech Lang. 78 (2023)
David Oro, Carles Fernández, Xavier Martorell, Javier Hernando
Work-Efficient Parallel Non-Maximum Suppression Kernels. Comput. J. 65 (4) (2022)
Federico Costa, Miquel India, Javier Hernando
Speaker Characterization by means of Attention Pooling. IberSPEECH (2022)
Miquel India, Pooyan Safari, Javier Hernando
Double Multi-Head Attention for Speaker Verification. ICASSP (2021)
Umair Khan, Javier Hernando
Self-supervised Deep Learning Approaches to Speaker Recognition: A Ph.D. Thesis Overview. IberSPEECH (2021)
Antonio Filgueras, Miquel Vidal, Marc Mateu, Daniel Jiménez-González, Carlos Álvarez, Xavier Martorell, Eduard Ayguadé, Dimitrios Theodoropoulos, Dionisios N. Pnevmatikatos, Paolo Gai, Stefano Garzarella, David Oro, Javier Hernando, Nicola Bettin, Alberto Pomella, Marco Procaccini, Roberto Giorgi
The AXIOM Project: IoT on Heterogeneous Embedded Platforms. IEEE Des. Test 38 (5) (2021)
Michal Krzeminski, Javier Hernando
End-to-end User Recognition using Touchscreen Biometrics. CoRR (2020)
Pooyan Safari, Miquel India, Javier Hernando
Self-attention encoding and pooling for speaker recognition. CoRR (2020)
Umair Khan, Javier Hernando
The UPC Speaker Verification System Submitted to VoxCeleb Speaker Recognition Challenge 2020 (VoxSRC-20). CoRR (2020)
Pooyan Safari, Miquel India, Javier Hernando
Self-Attention Encoding and Pooling for Speaker Recognition. INTERSPEECH (2020)
Umair Khan, Javier Hernando
Unsupervised Training of Siamese Networks for Speaker Verification. INTERSPEECH (2020)
Umair Khan, Miquel India, Javier Hernando
I-Vector Transformation Using K-Nearest Neighbors for Speaker Verification. ICASSP (2020)
Miquel India, Pooyan Safari, Javier Hernando
Double Multi-Head Attention for Speaker Verification. CoRR (2020)
Umair Khan, Miquel India, Javier Hernando
Auto-Encoding Nearest Neighbor i-Vectors for Speaker Verification. INTERSPEECH (2019)
Miquel India, Pooyan Safari, Javier Hernando
Self Multi-Head Attention for Speaker Recognition. INTERSPEECH (2019)
Umair Khan, Javier Hernando
DNN Speaker Embeddings Using Autoencoder Pre-Training. EUSIPCO (2019)
Miquel India, Pooyan Safari, Javier Hernando
Self Multi-Head Attention for Speaker Recognition. CoRR (2019)
Abraham Woubie Zewoudie, Jordi Luque, Javier Hernando
The use of long-term features for GMM- and i-vector-based speaker diarization systems. EURASIP J. Audio Speech Music. Process. 2018 (2018)
Omid Ghahabi, Javier Hernando
Restricted Boltzmann machines for vector representation of speech in speaker recognition. Comput. Speech Lang. 47 (2018)
Miquel Angel India Massana, Itziar Sagastiberri, Ponç Palau, Elisa Sayrol, Josep Ramon Morros, Javier Hernando
UPC Multimodal Speaker Diarization System for the 2018 Albayzin Challenge. IberSPEECH (2018)
Umair Khan, Pooyan Safari, Javier Hernando
Restricted Boltzmann Machine Vectors for Speaker Clustering. IberSPEECH (2018)
Nam Le, Hervé Bredin, Gabriel Sargent, Miquel India, Paula Lopez-Otero, Claude Barras, Camille Guinaudeau, Guillaume Gravier, Gabriel Barbosa da Fonseca, Izabela Lyon Freire, Zenilton K. G. Patrocínio Jr., Silvio Jamil Ferzoli Guimarães, Gerard Martí, Josep Ramon Morros, Javier Hernando, Laura Docío Fernández, Carmen García-Mateo, Sylvain Meignier, Jean-Marc Odobez
Towards large scale multimedia indexing: A case study on person discovery in broadcast news. CBMI (2017)
Miquel India, José A. R. Fonollosa, Javier Hernando
LSTM Neural Network-Based Speaker Segmentation Using Acoustic and Language Modelling. INTERSPEECH (2017)
Omid Ghahabi, Javier Hernando
Deep Learning Backend for Single and Multisession i-Vector Speaker Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25 (4) (2017)
Pooyan Safari, Omid Ghahabi, Javier Hernando
From Features to Speaker Vectors by means of Restricted Boltzmann Machine Adaptation. Odyssey (2016)
Abraham Woubie Zewoudie, Jordi Luque, Javier Hernando
Short- and Long-Term Speech Features for Hybrid HMM-i-Vector based Speaker Diarization System. Odyssey (2016)
Carlos Álvarez, Eduard Ayguadé, Jaume Bosch, Javier Bueno, Artem Cherkashin, Antonio Filgueras, Daniel Jiménez-González, Xavier Martorell, Nacho Navarro, Miquel Vidal, Dimitris Theodoropoulos, Dionisios N. Pnevmatikatos, Davide Catani, David Oro, Carles Fernández, Carlos Segura, Javier Rodríguez Saeta, Javier Hernando, Claudio Scordino, Paolo Gai, Pierluigi Passera
The AXIOM software layers. Microprocess. Microsystems 47 (2016)
David Oro, Carles Fernández, Xavier Martorell, Javier Hernando
Work-efficient parallel non-maximum suppression for embedded GPU architectures. ICASSP (2016)
Omid Ghahabi, Antonio Bonafonte, Javier Hernando, Asunción Moreno
Deep Neural Networks for i-Vector Language Identification of Short Utterances in Cars. INTERSPEECH (2016)
Johann Poignant, Mateusz Budnik, Hervé Bredin, Claude Barras, Mickaël Stefas, Pierrick Bruneau, Gilles Adda, Laurent Besacier, Hazim Kemal Ekenel, Gil Francopoulo, Javier Hernando, Joseph Mariani, Ramon Morros, Georges Quénot, Sophie Rosset, Thomas Tamisier
The CAMOMILE Collaborative Annotation Platform for Multi-modal, Multi-lingual and Multi-media Documents. LREC (2016)
Abraham Woubie, Jordi Luque, Javier Hernando
Improving i-Vector and PLDA Based Speaker Clustering with Long-Term Features. INTERSPEECH (2016)
Miquel Angel India, Gerard Martí, Carla Cortillas, Giorgos Bouritsas, Elisa Sayrol, Josep Ramon Morros, Javier Hernando
UPC System for the 2016 MediaEval Multimodal Person Discovery in Broadcast TV task. MediaEval (2016)
Ivan Huerta Casado, Carles Fernández, Carlos Segura, Javier Hernando, Andrea Prati
A deep analysis on age estimation. Pattern Recognit. Lett. 68 (2015)
Omid Ghahabi, Javier Hernando
Deep Learning for Single and Multi-Session i-Vector Speaker Recognition. CoRR (2015)
Miquel India, David Varas, Verónica Vilaplana, Josep Ramon Morros, Javier Hernando
UPC System for the 2015 MediaEval Multimodal Person Discovery in Broadcast TV task. MediaEval (2015)
Abraham Woubie, Jordi Luque, Javier Hernando
Using voice-quality measurements with prosodic and spectral features for speaker diarization. INTERSPEECH (2015)
Pooyan Safari, Omid Ghahabi, Javier Hernando
Feature classification by means of deep belief networks for speaker recognition. EUSIPCO (2015)
Omid Ghahabi, Javier Hernando
Restricted Boltzmann Machine supervectors for speaker recognition. ICASSP (2015)
Omid Ghahabi, Javier Hernando
Deep belief networks for i-vector based speaker recognition. ICASSP (2014)
Carlos Segura, Javier Hernando
3D Joint Speaker Position and Orientation Tracking with Particle Filters. Sensors 14 (2) (2014)
Omid Ghahabi, Javier Hernando
Global Impostor Selection for DBNs in Multi-session i-Vector Speaker Recognition. IberSPEECH (2014)
Omid Ghahabi, Javier Hernando
i-Vector Modeling with Deep Belief Networks for Multi-Session Speaker Recognition. Odyssey (2014)
Martin Zelenák, Henrik Schulz, Javier Hernando
Speaker Diarization of Broadcast News in Albayzin 2010 Evaluation Campaign. EURASIP J. Audio Speech Music. Process. 2012 (2012)
Carlos Segura, Javier Hernando
GCC-PHAT based Head Orientation Estimation. INTERSPEECH (2012)
Jordi Luque, Javier Hernando
On the use of agglomerative and spectral clustering in speaker diarization of meetings. Odyssey (2012)
Martin Zelenák, Carlos Segura, Jordi Luque, Javier Hernando
Simultaneous Speech Detection With Spatial Features for Speaker Diarization. IEEE Trans. Speech Audio Process. 20 (2) (2012)
Carles Fernández, Dídac Pérez, Carlos Segura, Javier Hernando
A novel method for low-constrained iris boundary localization. ICB (2012)
Martin Zelenák, Javier Hernando
Speaker overlap detection with prosodic features for speaker diarisation. IET Signal Process. 6 (8) (2012)
David Oro, Carles Fernández, Carlos Segura, Xavier Martorell, Javier Hernando
Accelerating Boosting-Based Face Detection on GPUs. ICPP (2012)
Taras Butko, Cristian Canton-Ferrer, Carlos Segura, Xavier Giró, Climent Nadeu, Javier Hernando, Josep R. Casas
Acoustic Event Detection Based on Feature-Level Fusion of Audio and Video Modalities. EURASIP J. Adv. Signal Process. 2011 (2011)
Taras Butko, Fran Gonzalez Pla, Carlos Segura, Climent Nadeu, Javier Hernando
Two-source acoustic event detection and localization: Online implementation in a Smart-room. EUSIPCO (2011)
David Oro, Carles Fernández, Javier Rodríguez Saeta, Xavier Martorell, Javier Hernando
Real-time GPU-based face detection in HD video sequences. ICCV Workshops (2011)
Martin Zelenák, Javier Hernando
The Detection of Overlapping Speech with Prosodic Features for Speaker Diarization. INTERSPEECH (2011)
Martin Zelenák, Carlos Segura, Javier Hernando
Overlap detection for speaker diarization by fusing spectral and spatial features. INTERSPEECH (2010)
Pascual Ejarque, Javier Hernando, David Hernando, David Gómez
Eigenfeatures and Supervectors in Feature and Score Fusion for SVM Face and Speaker Verification. COST 2101/2102 Conference (2009)
Cristian Canton-Ferrer, Taras Butko, Carlos Segura, Xavier Giró, Climent Nadeu, Javier Hernando, Josep R. Casas
Audiovisual event detection towards scene understanding. CVPR Workshops (2009)
Taras Butko, Cristian Canton-Ferrer, Carlos Segura, Xavier Giró, Climent Nadeu, Javier Hernando, Josep R. Casas
Improving detection of acoustic events using audiovisual data and feature level fusion. INTERSPEECH (2009)
Cristian Canton-Ferrer, Carlos Segura, Josep R. Casas, Montse Pardàs, Javier Hernando
Audiovisual Head Orientation Estimation with Particle Filtering in Multisensor Scenarios. EURASIP J. Adv. Signal Process. 2008 (2008)
Mireia Farrús, Michael Wagner, Jan Anguita, Javier Hernando
How vulnerable are prosodic features to professional imitators? Odyssey (2008)
Carlos Segura, Alberto Abad, Javier Hernando, Climent Nadeu
Speaker orientation estimation based on hybridation of GCC-PHAT and HLBR. INTERSPEECH (2008)
Albert Ali Salah, Ramon Morros, Jordi Luque, Carlos Segura, Javier Hernando, Onkar Ambekar, Ben A. M. Schouten, Eric J. Pauwels
Multimodal identification and localization of users in a smart environment. J. Multimodal User Interfaces 2 (2) (2008)
David Hernando, David Gómez, Javier Rodríguez Saeta, Pascual Ejarque, Javier Hernando
Agatha: Multimodal Biometric Authentication Platform in Large-Scale Databases. ISSE (2008)
Mireia Farrús, Michael Wagner, Jan Anguita, Javier Hernando
Robustness of prosodic features to voice imitation. INTERSPEECH (2008)
Cristian Canton-Ferrer, Carlos Segura, Montse Pardàs, Josep R. Casas, Javier Hernando
Multimodal real-time focus of attention estimation in SmartRooms. CVPR Workshops (2008)
Pascual Ejarque, Javier Hernando
Bi-Gaussian score equalization in an audio-visual SVM-based person verification system. INTERSPEECH (2008)
Jordi Luque, Carlos Segura, Javier Hernando
Clustering initialization based on spatial information for speaker diarization of meetings. INTERSPEECH (2008)
Carlos Segura, Cristian Canton-Ferrer, Alberto Abad, Josep R. Casas, Javier Hernando
Multimodal Head Orientation Towards Attention Tracking in Smartrooms. ICASSP (2) (2007)
Alberto Abad, Carlos Segura, Climent Nadeu, Javier Hernando
Audio-based approaches to head orientation estimation in a smart-room. INTERSPEECH (2007)
Pascual Ejarque, Javier Hernando
On the Effect of Score Equalization in SVM Multimodal Biometric Systems. SECRYPT (2007)
Carlos Segura, Alberto Abad, Javier Hernando, Climent Nadeu
Multispeaker Localization and Tracking in Intelligent Environments. CLEAR (2007)
Jordi Luque, Xavier Anguera, Andrey Temko, Javier Hernando
Speaker Diarization for Conference Room: The UPC RT07s Evaluation System. CLEAR (2007)
Pascual Ejarque, Javier Hernando
Score Equalization in SVM Multimodal Fusion for Person Recognition. ICETE (Selected Papers) (2007)
Jordi Luque, Javier Hernando
Robust Speaker Identification for Meetings: UPC CLEAR'07 Meeting Room Evaluation System. CLEAR (2007)
Xavier Anguera Miró, Chuck Wooters, José Manuel Pardo, Javier Hernando
Automatic Weighting for the Combination of TDOA and Acoustic Features in Speaker Diarization for Meetings. ICASSP (4) (2007)
Pascual Ejarque, Ainara Garde, Jan Anguita, Javier Hernando
On the use of genuine-impostor statistical information for score fusion in multimodal biometrics/sur l'usage de l'information statistioue client-imposteur pour la fusion des scores en biométrie multimodale. Ann. des Télécommunications 62 (1-2) (2007)
Mireia Farrús, Pascual Ejarque, Andrey Temko, Javier Hernando
Histogram Equalization in SVM Multimodal Person Verification. ICB (2007)
Mireia Farrús, Javier Hernando, Pascual Ejarque
Jitter and shimmer measurements for speaker recognition. INTERSPEECH (2007)
Xavier Anguera Miró, Takahiro Shinozaki, Chuck Wooters, Javier Hernando
Model Complexity Selection and Cross-Validation EM Training for Robust Speaker Diarization. ICASSP (4) (2007)
Xavier Anguera, Chuck Wooters, Javier Hernando
Acoustic Beamforming for Speaker Diarization of Meetings. IEEE Trans. Speech Audio Process. 15 (7) (2007)
Javier R. Saeta, Javier Hernando
Assessment of On-Line Model Quality and Threshold Estimation in Speaker Verification. IEICE Trans. Inf. Syst. (4) (2007)
Javier Hernando, Mireia Farrús, Pascual Ejarque, Ainara Garde, Jordi Luque
Person Verification by Fusion of Prosodic, Voice Spectral and Facial Parameters. SECRYPT (2006)
Jan Anguita, Javier Hernando
On the use of Jacobian adaptation in real speaker verification applications. INTERSPEECH (2006)
Alberto Abad, Carlos Segura, Dusan Macho, Javier Hernando, Climent Nadeu
Audio person tracking in a smart-room environment. INTERSPEECH (2006)
Xavier Anguera, Mateu Aguiló, Chuck Wooters, Climent Nadeu, Javier Hernando
Hybrid Speech/non-speech detector applied to Speaker Diarization of Meetings. Odyssey (2006)
Xavier Anguera, Chuck Wooters, Javier Hernando
Automatic Cluster Complexity and Quantity Selection: Towards Robust Speaker Diarization. MLMI (2006)
Jordi Luque, Ramon Morros, Ainara Garde, Jan Anguita, Mireia Farrús, Dusan Macho, Ferran Marqués, Claudi Martinez, Verónica Vilaplana, Javier Hernando
Audio, Video and Multimodal Person Identification in a Smart Room. CLEAR (2006)
David Hernando, Javier R. Saeta, Javier Hernando
Threshold Estimation with Continuously Trained Models in Speaker Verification. Odyssey (2006)
M. Farrs, Ainara Garde, Pascual Ejarque, Jordi Luque, Javier Hernando
On the fusion of prosody, voice spectrum and face features for multimodal person verification. INTERSPEECH (2006)
Luis Villarejo, Javier Hernando, Núria Castell, Jaume Padrell, Alberto Abad
Architecture and dialogue design for a voice operated information system. Appl. Intell. 24 (3) (2006)
Xavier Anguera, Chuck Wooters, Javier Hernando
Purity Algorithms for Speaker Diarization of Meetings Data. ICASSP (1) (2006)
Jan Anguita, Javier Hernando
Jacobian Adaptation with Continuous Noise Estimation for Real Speaker Verification Applications. Odyssey (2006)
Alberto Abad, Cristian Canton-Ferrer, Carlos Segura, José Luis Landabaso, Dusan Macho, Josep R. Casas, Javier Hernando, Montse Pardàs, Climent Nadeu
UPC Audio, Video and Multimodal Person Tracking Systems in the Clear Evaluation Campaign. CLEAR (2006)
Xavier Anguera, Chuck Wooters, Javier Hernando
Friends and enemies: a novel initialization for speaker diarization. INTERSPEECH (2006)
Dusan Macho, Jaume Padrell, Alberto Abad, Climent Nadeu, Javier Hernando, John W. McDonough, Matthias Wölfel, Ulrich Klee, Maurizio Omologo, Alessio Brutti, Piergiorgio Svaizer, Gerasimos Potamianos, Stephen M. Chu
Automatic Speech Activity Detection, Source Localization, and Speech Recognition on the Chil Seminar Corpus. ICME (2005)
Jan Anguita, Javier Hernando, Alberto Abad
Improved Jacobian Adaptation for Robust Speaker Verification. IEICE Trans. Inf. Syst. (7) (2005)
Pascual Ejarque, Javier Hernando
Variance reduction by using separate genuine- impostor statistics in multimodal biometrics. INTERSPEECH (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Javier Hernando