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Resource-constrained stereo singing voice cancellation
We study the problem of stereo singing voice cancellation, a subtask of music source separation, whose goal is to estimate an instrumental background from a stereo mix.
Multi-objective Hyper-parameter Optimization of Behavioral Song Embeddings
Song embeddings are a key component of most music recommendation engines.
Downbeat Tracking with Tempo-Invariant Convolutional Neural Networks
The human ability to track musical downbeats is robust to changes in tempo, and it extends to tempi never previously encountered.
Sequential Complexity as a Descriptor for Musical Similarity
To verify that our descriptors capture musically relevant information, we incorporate our descriptors into similarity rating prediction and song year prediction tasks.
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