Giovanni Bindi
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View article: Unsupervised Composable Representations for Audio
Unsupervised Composable Representations for Audio Open
Current generative models are able to generate high-quality artefacts but have been shown to struggle with compositional reasoning, which can be defined as the ability to generate complex structures from simpler elements. In this paper, we…
View article: AI (r)evolution -- where are we heading? Thoughts about the future of music and sound technologies in the era of deep learning
AI (r)evolution -- where are we heading? Thoughts about the future of music and sound technologies in the era of deep learning Open
Artificial Intelligence (AI) technologies such as deep learning are evolving very quickly bringing many changes to our everyday lives. To explore the future impact and potential of AI in the field of music and sound technologies a doctoral…
View article: Is Quality Enoughƒ Integrating Energy Consumption in a Large-Scale Evaluation of Neural Audio Synthesis Models
Is Quality Enoughƒ Integrating Energy Consumption in a Large-Scale Evaluation of Neural Audio Synthesis Models Open
Deep learning models are now core components of modern audio synthesis, and their use has increased significantly in recent years, leading to highly accurate systems for multiple tasks. However, this quest for quality comes at a tremendous…