most citedTCSinger 2: Customizable Multilingual Zero-shot Singing Voice Synthesis

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cs.CL2026

DynSess: Dynamic Session-Level Evaluation and Optimization Framework for Role-Playing Agents

Rongsheng Zhang, Jiji Tang, Junnan Ren +6

Role-playing with large language models is fundamentally a session-level task, requiring agents to sustain character identity and interaction quality across extended multi-turn con…