23 citations · 30 across the 14 of their papers we have counts for
3 papers · 1 filter
Cascaded Cross-Modal Transformer for Audio-Textual Classification
Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu
Speech classification tasks often require powerful language understanding models to grasp useful features, which becomes problematic when limited training data is available. To att…
RoDia: A New Dataset for Romanian Dialect Identification from Speech
Codrut Rotaru, Nicolae-Catalin Ristea, Radu Tudor Ionescu
We introduce RoDia, the first dataset for Romanian dialect identification from speech. The RoDia dataset includes a varied compilation of speech samples from five distinct regions…
Cascaded Cross-Modal Transformer for Request and Complaint Detection
Nicolae-Catalin Ristea, Radu Tudor Ionescu
We propose a novel cascaded cross-modal transformer (CCMT) that combines speech and text transcripts to detect customer requests and complaints in phone conversations. Our approach…