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This paper addresses the challenging task of single channel audio source separation. We introduce a novel concept of on-the-fly audio source separation which greatly simplifies the user's interaction with the system compared to the state-of-the-art user-guided approaches. In the proposed framework, the user is only asked to listen to an audio mixture and type some keywords (e.g. “dog barking”, “wind”,...
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