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Elena V. Epure

4 accepted papers

2025

Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View Fusion

ACL 2025finding

The rapid advancement of AI-based music generation tools is revolutionizing the music industry but also posing challenges to artists, copyright holders, and providers alike. This necessitates reliable methods for detecting such AI-generated content. However, existing detectors, relying on either aud…

2025

Evaluating LLMs for Quotation Attribution in Literary Texts: A Case Study of LLaMa3

NAACL 2025short

Large Language Models (LLMs) have shown promising results in a variety of literary tasks, often using complex memorized details of narration and fictional characters. In this work, we evaluate the ability of Llama-3 at attributing utterances of direct-speech to their speaker in novels. The LLM shows…

2024

Improving Quotation Attribution with Fictional Character Embeddings

EMNLP 2024finding

Humans naturally attribute utterances of direct speech to their speaker in literary works.When attributing quotes, we process contextual information but also access mental representations of characters that we build and revise throughout the narrative. Recent methods to automatically attribute such…

2020

Audio-Based Auto-Tagging With Contextual Tags for Music

ICASSP 2020accepted

Music listening context such as location or activity has been shown to greatly influence the users' musical tastes. In this work, we study the relationship between user context and audio content in order to enable context-aware music recommendation agnostic to user data. For that, we propose a semi-…

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