12 citations · 14 across the 4 of their papers we have counts for
4 papers · 1 filter
StarDrinks: An English and Korean Test Set for SLU Evaluation in a Drink Ordering Scenario
Marcely Zanon Boito, Caroline Brun, Inyoung Kim +5
LLMs and speech assistants are increasingly used for task-oriented interactions, yet their evaluation often relies on controlled scenarios that fail to capture the variability and…
FrenchToxicityPrompts: a Large Benchmark for Evaluating and Mitigating Toxicity in French Texts
Caroline Brun, Vassilina Nikoulina
Large language models (LLMs) are increasingly popular but are also prone to generating bias, toxic or harmful language, which can have detrimental effects on individuals and commun…
An Adapter-Based Unified Model for Multiple Spoken Language Processing Tasks
Varsha Suresh, Salah Aït-Mokhtar, Caroline Brun +1
Self-supervised learning models have revolutionized the field of speech processing. However, the process of fine-tuning these models on downstream tasks requires substantial comput…
Multilingual DistilWhisper: Efficient Distillation of Multi-task Speech Models via Language-Specific Experts
Thomas Palmeira Ferraz, Marcely Zanon Boito, Caroline Brun +1
Whisper is a multitask and multilingual speech model covering 99 languages. It yields commendable automatic speech recognition (ASR) results in a subset of its covered languages, b…