FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3131880901> ?p ?o ?g. }

• W3131880901 abstract "The rise of deep learning technologies has quickly advanced many fields, including that of generative music systems. There exist a number of systems that allow for the generation of good sounding short snippets, yet, these generated snippets often lack an overarching, longer-term structure. In this work, we propose CM-HRNN: a conditional melody generation model based on a hierarchical recurrent neural network. This model allows us to generate melodies with long-term structures based on given chord accompaniments. We also propose a novel, concise event-based representation to encode musical lead sheets while retaining the notes' relative position within the bar with respect to the musical meter. With this new data representation, the proposed architecture can simultaneously model the rhythmic, as well as the pitch structures in an effective way. Melodies generated by the proposed model were extensively evaluated in quantitative experiments as well as a user study to ensure the musical quality of the output as well as to evaluate if they contain repeating patterns. We also compared the system with the state-of-the-art AttentionRNN. This comparison shows that melodies generated by CM-HRNN contain more repeated patterns (i.e., higher compression ratio) and a lower tonal tension (i.e., more tonally concise). Results from our listening test indicate that CM-HRNN outperforms AttentionRNN in terms of long-term structure and overall rating." @default.
• W3131880901 created "2021-03-01" @default.
• W3131880901 creator A5041055222 @default.
• W3131880901 creator A5045850355 @default.
• W3131880901 creator A5069548004 @default.
• W3131880901 date "2021-02-19" @default.
• W3131880901 modified "2023-09-25" @default.
• W3131880901 title "Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure" @default.
• W3131880901 cites W134527144 @default.
• W3131880901 cites W1485787479 @default.
• W3131880901 cites W1500657326 @default.
• W3131880901 cites W1512123845 @default.
• W3131880901 cites W1982673570 @default.
• W3131880901 cites W2036317923 @default.
• W3131880901 cites W2099257174 @default.
• W3131880901 cites W2111066885 @default.
• W3131880901 cites W2123555133 @default.
• W3131880901 cites W2138660131 @default.
• W3131880901 cites W2139735657 @default.
• W3131880901 cites W2288593361 @default.
• W3131880901 cites W2519091744 @default.
• W3131880901 cites W2536271585 @default.
• W3131880901 cites W2574445984 @default.
• W3131880901 cites W2579406683 @default.
• W3131880901 cites W2744457411 @default.
• W3131880901 cites W2788156829 @default.
• W3131880901 cites W2902052009 @default.
• W3131880901 cites W2903214502 @default.
• W3131880901 cites W2963032576 @default.
• W3131880901 cites W2963408210 @default.
• W3131880901 cites W2963557407 @default.
• W3131880901 cites W2963735467 @default.
• W3131880901 cites W2982753834 @default.
• W3131880901 cites W2992790584 @default.
• W3131880901 cites W3101639677 @default.
• W3131880901 cites W3110624927 @default.
• W3131880901 cites W3122518304 @default.
• W3131880901 cites W3199278946 @default.
• W3131880901 doi "https://doi.org/10.48550/arxiv.2102.09794" @default.
• W3131880901 hasPublicationYear "2021" @default.
• W3131880901 type Work @default.
• W3131880901 sameAs 3131880901 @default.
• W3131880901 citedByCount "0" @default.
• W3131880901 crossrefType "posted-content" @default.
• W3131880901 hasAuthorship W3131880901A5041055222 @default.
• W3131880901 hasAuthorship W3131880901A5045850355 @default.
• W3131880901 hasAuthorship W3131880901A5069548004 @default.
• W3131880901 hasBestOaLocation W31318809011 @default.
• W3131880901 hasConcept C120314980 @default.
• W3131880901 hasConcept C121332964 @default.
• W3131880901 hasConcept C142362112 @default.
• W3131880901 hasConcept C147168706 @default.
• W3131880901 hasConcept C153349607 @default.
• W3131880901 hasConcept C154945302 @default.
• W3131880901 hasConcept C167966045 @default.
• W3131880901 hasConcept C17744445 @default.
• W3131880901 hasConcept C194147245 @default.
• W3131880901 hasConcept C199539241 @default.
• W3131880901 hasConcept C2776359362 @default.
• W3131880901 hasConcept C28490314 @default.
• W3131880901 hasConcept C39890363 @default.
• W3131880901 hasConcept C41008148 @default.
• W3131880901 hasConcept C43803900 @default.
• W3131880901 hasConcept C50644808 @default.
• W3131880901 hasConcept C558565934 @default.
• W3131880901 hasConcept C61797465 @default.
• W3131880901 hasConcept C62520636 @default.
• W3131880901 hasConcept C94625758 @default.
• W3131880901 hasConceptScore W3131880901C120314980 @default.
• W3131880901 hasConceptScore W3131880901C121332964 @default.
• W3131880901 hasConceptScore W3131880901C142362112 @default.
• W3131880901 hasConceptScore W3131880901C147168706 @default.
• W3131880901 hasConceptScore W3131880901C153349607 @default.
• W3131880901 hasConceptScore W3131880901C154945302 @default.
• W3131880901 hasConceptScore W3131880901C167966045 @default.
• W3131880901 hasConceptScore W3131880901C17744445 @default.
• W3131880901 hasConceptScore W3131880901C194147245 @default.
• W3131880901 hasConceptScore W3131880901C199539241 @default.
• W3131880901 hasConceptScore W3131880901C2776359362 @default.
• W3131880901 hasConceptScore W3131880901C28490314 @default.
• W3131880901 hasConceptScore W3131880901C39890363 @default.
• W3131880901 hasConceptScore W3131880901C41008148 @default.
• W3131880901 hasConceptScore W3131880901C43803900 @default.
• W3131880901 hasConceptScore W3131880901C50644808 @default.
• W3131880901 hasConceptScore W3131880901C558565934 @default.
• W3131880901 hasConceptScore W3131880901C61797465 @default.
• W3131880901 hasConceptScore W3131880901C62520636 @default.
• W3131880901 hasConceptScore W3131880901C94625758 @default.
• W3131880901 hasLocation W31318809011 @default.
• W3131880901 hasOpenAccess W3131880901 @default.
• W3131880901 hasPrimaryLocation W31318809011 @default.
• W3131880901 hasRelatedWork W1566263950 @default.
• W3131880901 hasRelatedWork W2068627759 @default.
• W3131880901 hasRelatedWork W2087346071 @default.
• W3131880901 hasRelatedWork W2888836568 @default.
• W3131880901 hasRelatedWork W2971453360 @default.
• W3131880901 hasRelatedWork W3017062960 @default.
• W3131880901 hasRelatedWork W3092290890 @default.
• W3131880901 hasRelatedWork W3137883189 @default.
• W3131880901 hasRelatedWork W3195602770 @default.

• next