75 citations · 115 across the 12 of their papers we have counts for
4 papers · 1 filter
Interference Reduction in Music Recordings Combining Kernel Additive Modelling and Non-Negative Matrix Factorization
Delia Fano Yela, Sebastian Ewert, Derry FitzGerald +1
In live and studio recordings unexpected sound events often lead to interferences in the signal. For non-stationary interferences, sound source separation techniques can be used to…
Structured Dropout for Weak Label and Multi-Instance Learning and Its Application to Score-Informed Source Separation
Sebastian Ewert, Mark B. Sandler
Many success stories involving deep neural networks are instances of supervised learning, where available labels power gradient-based learning methods. Creating such labels, howeve…
Piano Transcription in the Studio Using an Extensible Alternating Directions Framework
Sebastian Ewert, Mark Sandler
Given a musical audio recording, the goal of automatic music transcription is to determine a score-like representation of the piece underlying the recording. Despite significant in…
Robust Joint Alignment of Multiple Versions of a Piece of Music
Siying Wang, Sebastian Ewert, Simon Dixon
Large music content libraries often comprise multiple versions of a piece of music. To establish a link between different versions, automatic music alignment methods map each posit…