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HI-Audio focuses on improving audio analysis and synthesis through hybrid deep learning approaches. By integrating prior knowledge of sound and its perception, the project aims to create more efficient and interpretable models for applications like speech analysis and music retrieval.
Machine Listening, or AI for Sound, is defined as the general field of Artificial Intelligence applied to audio analysis, understanding and synthesis by a machine.
The access to ever increasing super-computing facilities, combined with the availability of huge data repositories (although largely unannotated), has led to the emergence of a significant trend with pure data-driven machine learning approaches.
The field has rapidly moved towards end-to-end neural approaches which aim to directly sol…
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