2 papers
cs.CL2026
Poly-InstructTTS: Learning In-the-Wild Expressive Speech Synthesis from Open-Ended Instructions
Junhui Zhang, Qianhui Xu, Qingxiang Guo +4
While recent text-to-speech (TTS) models achieve high naturalness, controlling fine-grained expression via natural-language instructions remains challenging. We introduce Poly- Ins…
cs.SD2026
Aligning Language Models for Lyric-to-Melody Generation with Rule-Based Musical Constraints
Hao Meng, Siyuan Zheng, Shuran Zhou +2
Large Language Models (LLMs) show promise in lyric-to-melody generation, but models trained with Supervised Fine-Tuning (SFT) often produce musically implausible melodies with issu…