Lebanese International University of Mauritania

HAKEM: Multilingual Spoken-Item Selection Without Transcription

Research preprint; not peer reviewed. HAKEM studies multilingual spoken-item selection from a supplied typed catalogue using frozen speech models. It scores each candidate under teacher forcing and subtracts its matched digital-silence score, without task-specific weight training...