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2 accepted papers

2024

SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection

NeurIPS 2024poster

Audio deepfake detection (ADD) is crucial to combat the misuse of speech synthesized by generative AI models. Existing ADD models suffer from generalization issues to unseen attacks, with a large performance discrepancy between in-domain and out-of-domain data. Moreover, the black-box nature of exis…

Cited by 10SourcePDFScholar
2021

Box Embeddings: An open-source library for representation learning using geometric structures

EMNLP 2021system demonstrations

A fundamental component to the success of modern representation learning is the ease of performing various vector operations. Recently, objects with more geometric structure (eg. distributions, complex or hyperbolic vectors, or regions such as cones, disks, or boxes) have been explored for their alt…