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Author

David F. Harwath

2 papers indexed here

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Preprint Oct 2026

Hear, Localize, and Reason: Spatially Aware Scene Understanding for Audio-Visual LLMs

HLR-AVSceneQA is introduced, a comprehensive benchmark with a hear-localize-reason hierarchy that evaluates whether models can recognize what is heard, localize sound sources in egocentric and allocentric views, and use these localized sources to reason about how they relate to the visual scene.

Sung-Bin Kim, JungMok Lee, Jin-Woo Jung et al. · 0 citations
Preprint Aug 2026

Unsupervised Speech Recognition at the Syllable Level

This paper introduces a syllable-level UASR framework based on masked language modeling, which avoids the need for G2P and the instability of GAN-based methods and generalizes effectively to low-resource languages that have remained particularly difficult for prior methods.

Liming Wang, Kai-Wei Chang, K. Kashino et al. · 0 citations

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