Manuel Cherep

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Squad

Venues

ICLR (2) ICML (1) NeurIPS (1)

Top co-authors

Nikhil Singh (4) Seungone Kim (2) Naana Obeng-Marnu (2) Shayne Longpre (2) Minnie Liang (2) Vipul Gupta (2) Ahmad Mustafa Anis (2) Xuhui Zhou (2) An Dinh (2) Jianguo Zhang (2)

Research topics

Machine Learning (3) Application Areas (3) Artificial Intelligence (2) Core AI (2) Deep Learning (1) Natural Language Processing (1) Learning Types (1) Models (1) Resources & Methods (1)

Keywords

contrastive learning (1) self-supervised learning (1) data augmentation (1) data provenance (1) parameter optimization (1) synthetic audio (1) multilingual representation (1) training corpus (1) text-to-audio generation (1) audio representation (1) web crawl (1) geographical representation (1) web-crawled data (1) terms of service (1) data consent (1) longitudinal audit (1) dataset audit (1) licensing restriction (1) artistic sounds (1) complementary tool (1)

Papers

Bridging the Data Provenance Gap Across Text, Speech, and Video ICLR 2025 Contrastive Learning from Synthetic Audio Doppelgängers ICLR 2025 Consent in Crisis: The Rapid Decline of the AI Data Commons NeurIPS 2024 Creative Text-to-Audio Generation via Synthesizer Programming ICML 2024