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09/21/2023
Towards Robust and Truly Large-Scale Audio-Sheet Music Retrieval
A range of applications of multi-modal music information retrieval is ce...
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research
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09/21/2023
Self-Supervised Contrastive Learning for Robust Audio-Sheet Music Retrieval Systems
Linking sheet music images to audio recordings remains a key problem for...
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09/21/2023
Passage Summarization with Recurrent Models for Audio-Sheet Music Retrieval
Many applications of cross-modal music retrieval are related to connecti...
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04/06/2023
Wide neural networks: From non-gaussian random fields at initialization to the NTK geometry of training
Recent developments in applications of artificial neural networks with o...
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05/24/2022
Soft-SVM Regression For Binary Classification
The binomial deviance and the SVM hinge loss functions are two of the mo...
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10/12/2021
Deviance Matrix Factorization
We investigate a general matrix factorization for deviance-based losses,...
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05/26/2021
Exploiting Temporal Dependencies for Cross-Modal Music Piece Identification
This paper addresses the problem of cross-modal musical piece identifica...
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06/26/2019
Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval
Connecting large libraries of digitized audio recordings to their corres...
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12/19/2017