Elio Gruttadauria — accepted AI-conference papers

2025

O-EENC-SD: Efficient Online End-to-End Neural Clustering for Speaker Diarization

Elio Gruttadauria, Mathieu Fontaine, Jonathan Le Roux, Slim Essid

ICASSP 2025accepted

We introduce O-EENC-SD: an end-to-end online speaker diarization system based on EEND-EDA, featuring a novel RNN-based stitching mechanism for online prediction. In particular, we develop a novel centroid refinement decoder whose usefulness is assessed through a rigorous ablation study. Our system p…

Cited by 0 Source ↗Scholar ↗

2024

Online Speaker Diarization of Meetings Guided by Speech Separation

Elio Gruttadauria, Mathieu Fontaine, Slim Essid

ICASSP 2024accepted

Overlapped speech is notoriously problematic for speaker diarization systems. Consequently, the use of speech separation has recently been proposed to improve their performance. Although promising, speech separation models struggle with realistic data because they are trained on simulated mixtures w…

Cited by 0 Source ↗Scholar ↗