Chang-Chieh Cheng

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Speech & Audio (1)

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Changhao Cheng (1)Wei Wang (1)Wangyou Zhang (1)Dongya Jia (1)

Papers (1)

Apr 14, 2026

1w ago

On the Distillation Loss Functions of Speech VAE for Unified Reconstruction, Understanding, and Generation

Aligning speech VAEs with SSL features isn't a one-size-fits-all game: joint-marginal alignment with adaptive weighting unlocks superior performance across reconstruction, understanding, and generation.

Changhao Cheng, Chang-Chieh Cheng, Wei Wang +5

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Speech & Audio

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Chang-Chieh Cheng

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)