Valentin Vielzeuf

31 papers A* 1A 1B 3C 1Journal 21Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Do we really need Self-Attention for Streaming Automatic Speech Recognition? CoRR Youness Dkhissi, Valentin Vielzeuf, Elys Allesiardo, Anthony Larcher
2026	J	`jnl`	SENS-ASR: Semantic Embedding injection in Neural-transducer for Streaming Automatic Speech Recognition. CoRR Youness Dkhissi, Valentin Vielzeuf, Elys Allesiardo, Anthony Larcher
2025	J	`jnl`	The Speech-LLM Takes It All: A Truly Fully End-to-End Spoken Dialogue State Tracking Approach. CoRR Nizar El Ghazal, Antoine Caubrière, Valentin Vielzeuf
2024	J	`jnl`	Efficiency-oriented approaches for self-supervised speech representation learning. Int. J. Speech Technol. Luis Lugo, Valentin Vielzeuf
2024	—	`conf`	Investigating Low-Cost LLM Annotation for Spoken Dialogue Understanding Datasets. TSD (2) Lucas Druart, Valentin Vielzeuf, Yannick Estève
2024	J	`jnl`	Investigating Low-Cost LLM Annotation for~Spoken Dialogue Understanding Datasets. CoRR Lucas Druart, Valentin Vielzeuf, Yannick Estève
2024	J	`jnl`	Investigating the 'Autoencoder Behavior' in Speech Self-Supervised Models: a focus on HuBERT's Pretraining. CoRR Valentin Vielzeuf
2024	J	`jnl`	Sustainable self-supervised learning for speech representations. CoRR Luis Lugo, Valentin Vielzeuf
2024	—	`conf`	Towards efficient self-supervised representation learning in speech processing. EACL (Findings) Luis Lugo, Valentin Vielzeuf
2023	J	`jnl`	Are cascade dialogue state tracking models speaking out of turn in spoken dialogues? CoRR Lucas Druart, Léo Jacqmin, Benoît Favre, Lina Maria Rojas-Barahona, Valentin Vielzeuf
2023	J	`jnl`	Efficiency-oriented approaches for self-supervised speech representation learning. CoRR Luis Lugo, Valentin Vielzeuf
2023	J	`jnl`	Is one brick enough to break the wall of spoken dialogue state tracking? CoRR Lucas Druart, Valentin Vielzeuf, Yannick Estève
2023	J	`jnl`	OLISIA: a Cascade System for Spoken Dialogue State Tracking. CoRR Léo Jacqmin, Lucas Druart, Valentin Vielzeuf, Lina Maria Rojas-Barahona, Yannick Estève, Benoît Favre
2021	J	`jnl`	Are E2E ASR models ready for an industrial usage? CoRR Valentin Vielzeuf, Grigory Antipov
2021	C	`conf`	Efficient Conformer: Progressive Downsampling and Grouped Attention for Automatic Speech Recognition. ASRU Maxime Burchi, Valentin Vielzeuf
2021	J	`jnl`	Efficient conformer: Progressive downsampling and grouped attention for automatic speech recognition. CoRR Maxime Burchi, Valentin Vielzeuf
2019	—	`—`	Apprentissage neuronal profond pour l'analyse de contenus multimodaux et temporels. (Deep learning for multimodal and temporal contents analysis). Valentin Vielzeuf
2019	A*	`conf`	MFAS: Multimodal Fusion Architecture Search. CVPR Juan-Manuel Pérez-Rúa, Valentin Vielzeuf, Stéphane Pateux, Moez Baccouche, Frédéric Jurie
2019	J	`jnl`	MFAS: Multimodal Fusion Architecture Search. CoRR Juan-Manuel Pérez-Rúa, Valentin Vielzeuf, Stéphane Pateux, Moez Baccouche, Frédéric Jurie
2019	B	`conf`	The Many Variations of Emotion. FG Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Frédéric Jurie
2019	J	`jnl`	Towards a General Model of Knowledge for Facial Analysis by Multi-Source Transfer Learning. CoRR Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie
2018	B	`conf`	An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets. ICMI Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie
2018	J	`jnl`	An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets. CoRR Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie
2018	J	`jnl`	CAKE: Compact and Accurate K-dimensional representation of Emotion. CoRR Corentin Kervadec, Valentin Vielzeuf, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie
2018	A	`conf`	CAKE: a Compact and Accurate K-dimensional representation of Emotion. BMVC Corentin Kervadec, Valentin Vielzeuf, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie
2018	—	`conf`	CentralNet: A Multilayer Approach for Multimodal Fusion. ECCV Workshops (6) Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie
2018	J	`jnl`	CentralNet: a Multilayer Approach for Multimodal Fusion. CoRR Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie
2018	J	`jnl`	Multi-Level Sensor Fusion with Deep Learning. CoRR Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie
2018	J	`jnl`	The Many Moods of Emotion. CoRR Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Frédéric Jurie
2017	J	`jnl`	Temporal Multimodal Fusion for Video Emotion Classification in the Wild. CoRR Valentin Vielzeuf, Stéphane Pateux, Frédéric Jurie
2017	B	`conf`	Temporal multimodal fusion for video emotion classification in the wild. ICMI Valentin Vielzeuf, Stéphane Pateux, Frédéric Jurie