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Browsing by Subject "VQ-VAE and Transformer Architectures"

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PSYCHOACOUSTIC OPTIMIZATION OF THE VQ-VAE AND TRANSFORMER ARCHITECTURES FOR HUMAN-LIKE AUDITORY PERCEPTION IN MUSIC INFORMATION RETRIEVAL AND GENERATION TASKS

Rakhmatullin, Elnur (School of Engineering and Digital Sciences, 2023)

Despite incredible advancements in the utilization of learning-based architectures (AI) in natural language and image domains, their applicability to the domain of music has remained limited. In fact, the performance of ...