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Open access Sep 2026

Guitar Chord Music Generation Based on Melody Constraints and Transformer Generation Network

With the in-depth application of artificial intelligence in music creation, the automatic generation of guitar chords based on deep learning still has shortcomings in melody-harmony consistency, long-term modeling, and playability. To address the aforementioned challenges, this study proposes a Melody-Constrained Bidir...

Qing-Ling Xu, Jing Wang, Zhao-Feng Xue et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Affect-Prototype Guided Fusion for Open-Vocabulary Incomplete Multi-modal Emotion Recognition

An Affect-Prototype-Conditioned Fusion (APCF) framework for incomplete open-vocabulary emotion recognition is proposed, which extends modal contribution learning to scenarios guided by arbitrary emotional semantics and substantially outperforms state-of-the-art baselines.

Yi-Chi Zhang, Shen-Yue Wang, Jing Luo et al. · 0 citations

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