Matches in SemOpenAlex for { <https://semopenalex.org/work/W4372259973> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W4372259973 abstract "Separation of multiple singing voices into each voice is a rarely studied area in music source separation research. The absence of a benchmark dataset has hindered its progress. In this paper, we present an evaluation dataset and provide baseline studies for multiple singing voices separation. First, we introduce MedleyVox, an evaluation dataset for multiple singing voices separation. We specify the problem definition in this dataset by categorizing it into i) unison, ii) duet, iii) main vs. rest, and iv) N-singing separation. Second, to overcome the absence of existing multi-singing datasets for a training purpose, we present a strategy for construction of multiple singing mixtures using various single-singing datasets. Third, we propose the improved super-resolution network (iSRNet), which greatly enhances initial estimates of separation networks. Jointly trained with the Conv-TasNet and the multi-singing mixture construction strategy, the proposed iSRNet achieved comparable performance to ideal time-frequency masks on duet and unison subsets of MedleyVox. Audio samples, the dataset, and codes are available on our website <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>1</sup> ." @default.
- W4372259973 created "2023-05-07" @default.
- W4372259973 creator A5006871471 @default.
- W4372259973 creator A5011038627 @default.
- W4372259973 creator A5069301902 @default.
- W4372259973 creator A5088537551 @default.
- W4372259973 creator A5090278949 @default.
- W4372259973 date "2023-06-04" @default.
- W4372259973 modified "2023-10-02" @default.
- W4372259973 title "Medleyvox: An Evaluation Dataset for Multiple Singing Voices Separation" @default.
- W4372259973 cites W1494198834 @default.
- W4372259973 cites W2067709094 @default.
- W4372259973 cites W2127851351 @default.
- W4372259973 cites W2221409856 @default.
- W4372259973 cites W2734774145 @default.
- W4372259973 cites W2889503488 @default.
- W4372259973 cites W2952218014 @default.
- W4372259973 cites W2952752702 @default.
- W4372259973 cites W2963189033 @default.
- W4372259973 cites W2972767900 @default.
- W4372259973 cites W2998657200 @default.
- W4372259973 cites W3015338123 @default.
- W4372259973 cites W3016232124 @default.
- W4372259973 cites W3159302906 @default.
- W4372259973 cites W3174257816 @default.
- W4372259973 cites W3185109982 @default.
- W4372259973 cites W3198508974 @default.
- W4372259973 cites W4283794752 @default.
- W4372259973 cites W4296068589 @default.
- W4372259973 cites W4312443924 @default.
- W4372259973 doi "https://doi.org/10.1109/icassp49357.2023.10095425" @default.
- W4372259973 hasPublicationYear "2023" @default.
- W4372259973 type Work @default.
- W4372259973 citedByCount "1" @default.
- W4372259973 countsByYear W43722599732023 @default.
- W4372259973 crossrefType "proceedings-article" @default.
- W4372259973 hasAuthorship W4372259973A5006871471 @default.
- W4372259973 hasAuthorship W4372259973A5011038627 @default.
- W4372259973 hasAuthorship W4372259973A5069301902 @default.
- W4372259973 hasAuthorship W4372259973A5088537551 @default.
- W4372259973 hasAuthorship W4372259973A5090278949 @default.
- W4372259973 hasBestOaLocation W43722599731 @default.
- W4372259973 hasConcept C119857082 @default.
- W4372259973 hasConcept C121332964 @default.
- W4372259973 hasConcept C13280743 @default.
- W4372259973 hasConcept C153180895 @default.
- W4372259973 hasConcept C154945302 @default.
- W4372259973 hasConcept C185798385 @default.
- W4372259973 hasConcept C205649164 @default.
- W4372259973 hasConcept C24890656 @default.
- W4372259973 hasConcept C2776061190 @default.
- W4372259973 hasConcept C2776864781 @default.
- W4372259973 hasConcept C2780304638 @default.
- W4372259973 hasConcept C28490314 @default.
- W4372259973 hasConcept C41008148 @default.
- W4372259973 hasConcept C44819458 @default.
- W4372259973 hasConceptScore W4372259973C119857082 @default.
- W4372259973 hasConceptScore W4372259973C121332964 @default.
- W4372259973 hasConceptScore W4372259973C13280743 @default.
- W4372259973 hasConceptScore W4372259973C153180895 @default.
- W4372259973 hasConceptScore W4372259973C154945302 @default.
- W4372259973 hasConceptScore W4372259973C185798385 @default.
- W4372259973 hasConceptScore W4372259973C205649164 @default.
- W4372259973 hasConceptScore W4372259973C24890656 @default.
- W4372259973 hasConceptScore W4372259973C2776061190 @default.
- W4372259973 hasConceptScore W4372259973C2776864781 @default.
- W4372259973 hasConceptScore W4372259973C2780304638 @default.
- W4372259973 hasConceptScore W4372259973C28490314 @default.
- W4372259973 hasConceptScore W4372259973C41008148 @default.
- W4372259973 hasConceptScore W4372259973C44819458 @default.
- W4372259973 hasLocation W43722599731 @default.
- W4372259973 hasLocation W43722599732 @default.
- W4372259973 hasOpenAccess W4372259973 @default.
- W4372259973 hasPrimaryLocation W43722599731 @default.
- W4372259973 hasRelatedWork W1526336542 @default.
- W4372259973 hasRelatedWork W1965243342 @default.
- W4372259973 hasRelatedWork W2402362233 @default.
- W4372259973 hasRelatedWork W2938709889 @default.
- W4372259973 hasRelatedWork W2997975677 @default.
- W4372259973 hasRelatedWork W3192255518 @default.
- W4372259973 hasRelatedWork W4285106251 @default.
- W4372259973 hasRelatedWork W4309134657 @default.
- W4372259973 hasRelatedWork W4312096714 @default.
- W4372259973 hasRelatedWork W4372259973 @default.
- W4372259973 isParatext "false" @default.
- W4372259973 isRetracted "false" @default.
- W4372259973 workType "article" @default.