Leila Ben Letaifa

According to our database, Leila Ben Letaifa authored at least 13 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Green AI: Assessing the Robustness of Conformer and Transformer Models Under Compression.

Leila Ben Letaifa, Jean-Luc Rouas

Proceedings of the 32nd European Signal Processing Conference, 2024

FVLLMONTI: The 3D Neural Network Compute Cube $(N^{2}C^{2})$ Concept for Efficient Transformer Architectures Towards Speech-to-Speech Translation.

Ian O'Connor, Sara Mannaa, Alberto Bosio, Bastien Deveautour, Damien Deleruyelle, Tetiana Obukhova, Cédric Marchand, Jens Trommer, Çigdem Çakirlar, Bruno Neckel Wesling, Thomas Mikolajick, Oskar Baumgartner, Mischa Thesberg, David Pirker, Christoph Lenz, Zlatan Stanojevic, Markus Karner, Guilhem Larrieu, Sylvain Pelloquin, Konstantinous Moustakas, Jonas Müller, Giovanni Ansaloni, Alireza Amirshahi, David Atienza, Jean-Luc Rouas, Leila Ben Letaifa, Georgeta Bordeall, Charles Brazier, Chhandak Mukherjee, Marina Deng, Yifan Wang, Marc François, Houssem Rezgui, Reveil Lucas, Cristell Maneux

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

Exploring Emotion Expression Recognition in Older Adults Interacting with a Virtual Coach.

Cristina Palmero, Mikel de Velasco, Mohamed Amine Hmani, Aymen Mtibaa, Leila Ben Letaifa, Pau Buch-Cardona, Raquel Justo, Terry Amorese, Eduardo González-Fraile, Begoña Fernández-Ruanova, Jofre Tenorio-Laranga, Anna Torp Johansen, Micaela Rodrigues da Silva, Liva Jenny Martinussen, Maria Stylianou Korsnes, Gennaro Cordasco, Anna Esposito, Mounim A. El-Yacoubi, Dijana Petrovska-Delacrétaz, M. Inés Torres, Sergio Escalera

CoRR, 2023

Variable Scale Pruning for Transformer Model Compression in End-to-End Speech Recognition.

Leila Ben Letaifa, Jean-Luc Rouas

Algorithms, 2023

CG-MER: a card game-based multimodal dataset for emotion recognition.

Nisrine Farhat, Amine Bohi, Leila Ben Letaifa, Rim Slama

Proceedings of the Sixteenth International Conference on Machine Vision, 2023

2022

Fine-grained analysis of the transformer model for efficient pruning.

Leila Ben Letaifa, Jean-Luc Rouas

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Transformer Model Compression for End-to-End Speech Recognition on Mobile Devices.

Leila Ben Letaifa, Jean-Luc Rouas

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Perceptual Borderline for Balancing Multi-Class Spontaneous Emotional Data.

Leila Ben Letaifa, M. Inés Torres

IEEE Access, 2021

The EMPATHIC Virtual Coach: a demo.

Javier Mikel Olaso, Alain Vázquez, Leila Ben Letaifa, Mikel de Velasco, Aymen Mtibaa, Mohamed Amine Hmani, Dijana Petrovska-Delacrétaz, Gérard Chollet, César Montenegro, Asier López-Zorrilla, Raquel Justo, Roberto Santana, Jofre Tenorio-Laranga, Eduardo González-Fraile, Begoña Fernández-Ruanova, Gennaro Cordasco, Anna Esposito, Kristin Beck Gjellesvik, Anna Torp Johansen, Maria Stylianou Korsnes, Colin Pickard, Cornelius Glackin, Gary Cahalane, Pau Buch-Cardona, Cristina Palmero, Sergio Escalera, Olga Gordeeva, Olivier Deroo, Anaïs Fernández, Daria Kyslitska, José Antonio Lozano, María Inés Torres, Stephan Schlögl

Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

Contrasting the Emotions identified in Spanish TV debates and in Human-Machine Interactions.

Midel de Velasco, Raquel Justo, Leila Ben Letaifa, M. Inés Torres

Proceedings of the Fifth International Conference, 2021

2020

Analysis of the interaction between elderly people and a simulated virtual coach.

Raquel Justo, Leila Ben Letaifa, Cristina Palmero, Eduardo Gonzalez-Fraile, Anna Torp Johansen, Alain Vázquez, Gennaro Cordasco, Stephan Schlögl, Begoña Fernández-Ruanova, Micaela Rodrigues da Silva, Sergio Escalera, Mikel de Velasco, Jofre Tenorio-Laranga, Anna Esposito, Maria Korsnes, M. Inés Torres

J. Ambient Intell. Humaniz. Comput., 2020

A Spanish Corpus for Talking to the Elderly.

Raquel Justo, Leila Ben Letaifa, Javier Mikel Olaso, Asier López-Zorrilla, Mikel de Velasco, Alain Vázquez, M. Inés Torres

Proceedings of the Conversational Dialogue Systems for the Next Decade, 2020

Adding dimensional features for emotion recognition on speech.

Leila Ben Letaifa, María Inés Torres, Raquel Justo

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020