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cs.SD2025
Eliminating stability hallucinations in llm-based tts models via attention guidance
ShiMing Wang, ZhiHao Du, Yang Xiang +6
This paper focuses on resolving stability hallucinations (e.g., repetitive or omitted speech) in LLM-based Text-to-Speech (TTS) models by improving and leveraging the attention mec…
cs.SD2025
The CCF AATC 2025 Speech Restoration Challenge: A Retrospective
Junan Zhang, Mengyao Zhu, Xin Xu +3
Real-world speech communication is rarely affected by a single type of degradation. Instead, it suffers from a complex interplay of acoustic interference, codec compression, and, i…
cs.SD2025
Unispeaker: A Unified Approach for Multimodality-driven Speaker Generation
Zhengyan Sheng, Zhihao Du, Heng Lu +2
Recent advancements in personalized speech generation have brought synthetic speech increasingly close to the realism of target speakers' recordings, yet multimodal speaker generat…