Title | ||
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Learning Multi-Pitch Estimation from Weakly Aligned Score-Audio Pairs Using a Multi-Label CTC Loss |
Abstract | ||
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Detecting the simultaneous activity of pitches in music audio recordings is a central task within music processing, commonly known as multi-pitch estimation or frame-wise polyphonic music transcription. Deep-learning approaches recently achieved major improvements for this task, but the lack of annotated, large-size datasets beyond the piano solo scenario is still a limitation for fully exploiting... |
Year | DOI | Venue |
---|---|---|
2021 | 10.1109/WASPAA52581.2021.9632740 | 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) |
Keywords | DocType | ISSN |
Training,Systematics,Instruments,Neural networks,Estimation,Music,Signal processing | Conference | 1931-1168 |
ISBN | Citations | PageRank |
978-1-6654-4870-3 | 0 | 0.34 |
References | Authors | |
0 | 2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Christof Weiss | 1 | 0 | 1.01 |
Geoffroy Peeters | 2 | 0 | 0.34 |