2 papers
eess.AS2026
EmoShift: Lightweight Activation Steering for Enhanced Emotion-Aware Speech Synthesis
Li Zhou, Hao Jiang, Junjie Li +2
Achieving precise and controllable emotional expression is crucial for producing natural and context-appropriate speech in text-to-speech (TTS) synthesis. However, many emotion-awa…
cs.CL2025
Do We Really Need GNNs with Explicit Structural Modeling? MLPs Suffice for Language Model Representations
Li Zhou, Hao Jiang, Junjie Li +4
Explicit structural information has been proven to be encoded by Graph Neural Networks (GNNs), serving as auxiliary knowledge to enhance model capabilities and improve performance…