Irina Illina

Learning to retrieve out-of-vocabulary words in speech recognition

2015 · arXiv (Cornell University)

Many Proper Names (PNs) are Out-Of-Vocabulary (OOV) words for speech recognition systems used to process diachronic audio data. To help recovery of the PNs missed by the system, relevant OOV PNs can be retrieved out …

Introduction d’informations sémantiques dans un système de reconnaissance de la parole (Despite spectacular advances in recent years, the Automatic Speech Recognition (ASR) systems still make mistakes, especially in noisy environments)

2020

Malgre les avances spectaculaires ces dernieres annees, les systemes de Reconnaissance Automatique de Parole (RAP) commettent encore des erreurs, surtout dans des environnements bruites. Pour ameliorer la RAP, nous proposons de se diriger vers une …

Cross-lingual Matryoshka Representation Learning across Speech and Text

2026 · arXiv (Cornell University)

International audience