Search Results for author: Pavan Seshadri

Found 4 papers, 2 papers with code

Leveraging Negative Signals with Self-Attention for Sequential Music Recommendation

no code implementations20 Sep 2023 Pavan Seshadri, Peter Knees

In this study, we investigate the use of transformer-based self-attentive architectures to learn implicit session-level information for sequential music recommendation.

Contrastive Learning Music Recommendation +1

ASPED: An Audio Dataset for Detecting Pedestrians

no code implementations12 Sep 2023 Pavan Seshadri, Chaeyeon Han, Bon-Woo Koo, Noah Posner, Subhrajit Guhathakurta, Alexander Lerch

We introduce the new audio analysis task of pedestrian detection and present a new large-scale dataset for this task.

Pedestrian Detection

Improving Music Performance Assessment with Contrastive Learning

1 code implementation3 Aug 2021 Pavan Seshadri, Alexander Lerch

Several automatic approaches for objective music performance assessment (MPA) have been proposed in the past, however, existing systems are not yet capable of reliably predicting ratings with the same accuracy as professional judges.

Contrastive Learning regression +1

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