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2020 – today
- 2024
[j1]Luis Lugo, Valentin Vielzeuf:
Efficiency-oriented approaches for self-supervised speech representation learning. Int. J. Speech Technol. 27(3): 765-779 (2024)- [c9]Luis Lugo, Valentin Vielzeuf:
Towards efficient self-supervised representation learning in speech processing. EACL (Findings) 2024: 340-346 - [c8]Lucas Druart, Valentin Vielzeuf
, Yannick Estève:
Investigating Low-Cost LLM Annotation for Spoken Dialogue Understanding Datasets. TSD (2) 2024: 199-209 - [i17]Valentin Vielzeuf:
Investigating the 'Autoencoder Behavior' in Speech Self-Supervised Models: a focus on HuBERT's Pretraining. CoRR abs/2405.08402 (2024) - [i16]Luis Lugo, Valentin Vielzeuf:
Sustainable self-supervised learning for speech representations. CoRR abs/2406.07696 (2024) - [i15]Lucas Druart, Valentin Vielzeuf, Yannick Estève:
Investigating Low-Cost LLM Annotation for~Spoken Dialogue Understanding Datasets. CoRR abs/2406.13269 (2024) - 2023
- [i14]Léo Jacqmin, Lucas Druart, Valentin Vielzeuf, Lina Maria Rojas-Barahona, Yannick Estève, Benoît Favre:
OLISIA: a Cascade System for Spoken Dialogue State Tracking. CoRR abs/2304.11073 (2023) - [i13]Lucas Druart, Léo Jacqmin, Benoît Favre, Lina Maria Rojas-Barahona, Valentin Vielzeuf:
Are cascade dialogue state tracking models speaking out of turn in spoken dialogues? CoRR abs/2311.04922 (2023) - [i12]Lucas Druart, Valentin Vielzeuf, Yannick Estève:
Is one brick enough to break the wall of spoken dialogue state tracking? CoRR abs/2311.04923 (2023) - [i11]Luis Lugo, Valentin Vielzeuf:
Efficiency-oriented approaches for self-supervised speech representation learning. CoRR abs/2312.11142 (2023) - 2021
- [c7]Maxime Burchi, Valentin Vielzeuf:
Efficient Conformer: Progressive Downsampling and Grouped Attention for Automatic Speech Recognition. ASRU 2021: 8-15 - [i10]Maxime Burchi, Valentin Vielzeuf:
Efficient conformer: Progressive downsampling and grouped attention for automatic speech recognition. CoRR abs/2109.01163 (2021) - [i9]Valentin Vielzeuf, Grigory Antipov:
Are E2E ASR models ready for an industrial usage? CoRR abs/2112.12572 (2021)
2010 – 2019
- 2019
- [b1]Valentin Vielzeuf:
Apprentissage neuronal profond pour l'analyse de contenus multimodaux et temporels. (Deep learning for multimodal and temporal contents analysis). Normandy University, Caen, France, 2019 - [c6]Juan-Manuel Pérez-Rúa, Valentin Vielzeuf, Stéphane Pateux, Moez Baccouche, Frédéric Jurie:
MFAS: Multimodal Fusion Architecture Search. CVPR 2019: 6966-6975 - [c5]Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Frédéric Jurie:
The Many Variations of Emotion. FG 2019: 1-7 - [i8]Juan-Manuel Pérez-Rúa, Valentin Vielzeuf, Stéphane Pateux, Moez Baccouche, Frédéric Jurie:
MFAS: Multimodal Fusion Architecture Search. CoRR abs/1903.06496 (2019) - [i7]Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie:
Towards a General Model of Knowledge for Facial Analysis by Multi-Source Transfer Learning. CoRR abs/1911.03222 (2019) - 2018
- [c4]Corentin Kervadec, Valentin Vielzeuf, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie:
CAKE: a Compact and Accurate K-dimensional representation of Emotion. BMVC 2018: 316 - [c3]Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie:
CentralNet: A Multilayer Approach for Multimodal Fusion. ECCV Workshops (6) 2018: 575-589 - [c2]Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie:
An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets. ICMI 2018: 589-593 - [i6]Corentin Kervadec, Valentin Vielzeuf, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie:
CAKE: Compact and Accurate K-dimensional representation of Emotion. CoRR abs/1807.11215 (2018) - [i5]Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie:
An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets. CoRR abs/1808.02668 (2018) - [i4]Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie:
CentralNet: a Multilayer Approach for Multimodal Fusion. CoRR abs/1808.07275 (2018) - [i3]Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Frédéric Jurie:
The Many Moods of Emotion. CoRR abs/1810.13197 (2018) - [i2]Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie:
Multi-Level Sensor Fusion with Deep Learning. CoRR abs/1811.02447 (2018) - 2017
- [c1]Valentin Vielzeuf, Stéphane Pateux, Frédéric Jurie:
Temporal multimodal fusion for video emotion classification in the wild. ICMI 2017: 569-576 - [i1]Valentin Vielzeuf, Stéphane Pateux, Frédéric Jurie:
Temporal Multimodal Fusion for Video Emotion Classification in the Wild. CoRR abs/1709.07200 (2017)
Coauthor Index
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