MAD Speech: Measures of Acoustic Diversity of Speech

no code implementations • 16 Apr 2024 • Matthieu Futeral, Andrea Agostinelli, Marco Tagliasacchi, Neil Zeghidour, Eugene Kharitonov

Using these datasets, we demonstrate that our proposed metrics achieve a stronger agreement with the ground-truth diversity than baselines.

Tackling Ambiguity with Images: Improved Multimodal Machine Translation and Contrastive Evaluation

2 code implementations • 20 Dec 2022 • Matthieu Futeral, Cordelia Schmid, Ivan Laptev, Benoît Sagot, Rachel Bawden

One of the major challenges of machine translation (MT) is ambiguity, which can in some cases be resolved by accompanying context such as images.

Multimodal Machine Translation Translation

Building a User-Generated Content North-African Arabizi Treebank: Tackling Hell

no code implementations • ACL 2020 • Djam{\'e} Seddah, Farah Essaidi, Amal Fethi, Matthieu Futeral, Benjamin Muller, Pedro Javier Ortiz Su{\'a}rez, Beno{\^\i}t Sagot, Abhishek Srivastava

We introduce the first treebank for a romanized user-generated content variety of Algerian, a North-African Arabic dialect known for its frequent usage of code-switching.

Dependency Parsing POS +3