Search Results for author: Siyuan Song

Found 4 papers, 2 papers with code

Do Large Language Models Understand Conversational Implicature -- A case study with a chinese sitcom

1 code implementation30 Apr 2024 Shisen Yue, Siyuan Song, Xinyuan Cheng, Hai Hu

While all models generate largely fluent and self-consistent text, their explanations score low on reasonability except for GPT-4, suggesting that most LLMs cannot produce satisfactory explanations of the implicatures in the conversation.

Implicatures Multiple-choice

Identifying Constitutive Parameters for Complex Hyperelastic Materials using Physics-Informed Neural Networks

1 code implementation29 Aug 2023 Siyuan Song, Hanxun Jin

In this paper, we introduce a robust PINN-based framework designed to identify material parameters for soft materials, specifically those exhibiting complex constitutive behaviors, under large deformation in plane stress conditions.

Influence of Lossy Speech Codecs on Hearing-aid, Binaural Sound Source Localisation using DNNs

no code implementations4 Jun 2023 Siyuan Song, Stijn Kindt, Jasper Maes, Alexander Bohlender. Nilesh Madhu

Hearing aids are typically equipped with multiple microphones to exploit spatial information for source localisation and speech enhancement.

Speech Enhancement

Robust Acoustic Scene Classification in the Presence of Active Foreground Speech

no code implementations2 Aug 2021 Siyuan Song, Brecht Desplanques, Celest De Moor, Kris Demuynck, Nilesh Madhu

We show that the use of noise-floor features is complementary to multi-condition training in which foreground speech is added to training signal to reduce the mismatch between training and testing conditions.

Acoustic Scene Classification Scene Classification

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