FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912200093> ?p ?o ?g. }

• W2912200093 abstract "In the domain of algorithmic music composition, machine learning-driven systems eliminate the need for carefully hand-crafting rules for composition. In particular, the capability of recurrent neural networks to learn complex temporal patterns lends itself well to the musical domain. Promising results have been observed across a number of recent attempts at music composition using deep RNNs. These approaches generally aim at first training neural networks to reproduce subsequences drawn from existing songs. Subsequently, they are used to compose music either at the audio sample-level or at the note-level. We designed a representation that divides polyphonic music into a small number of monophonic streams. This representation greatly reduces the complexity of the problem and eliminates an exponential number of probably poor compositions. On top of our LSTM neural network that learnt musical sequences in this representation, we built an RL agent that learnt to find combinations of songs whose joint dominance produced pleasant compositions. We present Amadeus, an algorithmic music composition system that composes music that consists of intricate melodies, basic chords, and even occasional contrapuntal sequences." @default.
• W2912200093 created "2019-02-21" @default.
• W2912200093 creator A5009374923 @default.
• W2912200093 creator A5073188085 @default.
• W2912200093 date "2019-02-05" @default.
• W2912200093 modified "2023-09-27" @default.
• W2912200093 title "Polyphonic Music Composition with LSTM Neural Networks and Reinforcement Learning." @default.
• W2912200093 cites W134527144 @default.
• W2912200093 cites W1819710477 @default.
• W2912200093 cites W2032197604 @default.
• W2912200093 cites W2064675550 @default.
• W2912200093 cites W2067621398 @default.
• W2912200093 cites W2117341272 @default.
• W2912200093 cites W2119567691 @default.
• W2912200093 cites W2136848157 @default.
• W2912200093 cites W2564034046 @default.
• W2912200093 cites W28498598 @default.
• W2912200093 cites W2952524522 @default.
• W2912200093 cites W2953100410 @default.
• W2912200093 cites W2963557407 @default.
• W2912200093 cites W2963575853 @default.
• W2912200093 cites W2964121744 @default.
• W2912200093 cites W3101639677 @default.
• W2912200093 cites W45975120 @default.
• W2912200093 cites W2156452926 @default.
• W2912200093 cites W2461397512 @default.
• W2912200093 hasPublicationYear "2019" @default.
• W2912200093 type Work @default.
• W2912200093 sameAs 2912200093 @default.
• W2912200093 citedByCount "1" @default.
• W2912200093 countsByYear W29122000932021 @default.
• W2912200093 crossrefType "posted-content" @default.
• W2912200093 hasAuthorship W2912200093A5009374923 @default.
• W2912200093 hasAuthorship W2912200093A5073188085 @default.
• W2912200093 hasConcept C109568592 @default.
• W2912200093 hasConcept C124952713 @default.
• W2912200093 hasConcept C128979739 @default.
• W2912200093 hasConcept C134306372 @default.
• W2912200093 hasConcept C142362112 @default.
• W2912200093 hasConcept C147168706 @default.
• W2912200093 hasConcept C153349607 @default.
• W2912200093 hasConcept C154945302 @default.
• W2912200093 hasConcept C17744445 @default.
• W2912200093 hasConcept C199539241 @default.
• W2912200093 hasConcept C204321447 @default.
• W2912200093 hasConcept C2776359362 @default.
• W2912200093 hasConcept C28490314 @default.
• W2912200093 hasConcept C33923547 @default.
• W2912200093 hasConcept C36503486 @default.
• W2912200093 hasConcept C40231798 @default.
• W2912200093 hasConcept C41008148 @default.
• W2912200093 hasConcept C43803900 @default.
• W2912200093 hasConcept C50644808 @default.
• W2912200093 hasConcept C558565934 @default.
• W2912200093 hasConcept C94625758 @default.
• W2912200093 hasConceptScore W2912200093C109568592 @default.
• W2912200093 hasConceptScore W2912200093C124952713 @default.
• W2912200093 hasConceptScore W2912200093C128979739 @default.
• W2912200093 hasConceptScore W2912200093C134306372 @default.
• W2912200093 hasConceptScore W2912200093C142362112 @default.
• W2912200093 hasConceptScore W2912200093C147168706 @default.
• W2912200093 hasConceptScore W2912200093C153349607 @default.
• W2912200093 hasConceptScore W2912200093C154945302 @default.
• W2912200093 hasConceptScore W2912200093C17744445 @default.
• W2912200093 hasConceptScore W2912200093C199539241 @default.
• W2912200093 hasConceptScore W2912200093C204321447 @default.
• W2912200093 hasConceptScore W2912200093C2776359362 @default.
• W2912200093 hasConceptScore W2912200093C28490314 @default.
• W2912200093 hasConceptScore W2912200093C33923547 @default.
• W2912200093 hasConceptScore W2912200093C36503486 @default.
• W2912200093 hasConceptScore W2912200093C40231798 @default.
• W2912200093 hasConceptScore W2912200093C41008148 @default.
• W2912200093 hasConceptScore W2912200093C43803900 @default.
• W2912200093 hasConceptScore W2912200093C50644808 @default.
• W2912200093 hasConceptScore W2912200093C558565934 @default.
• W2912200093 hasConceptScore W2912200093C94625758 @default.
• W2912200093 hasLocation W29122000931 @default.
• W2912200093 hasOpenAccess W2912200093 @default.
• W2912200093 hasPrimaryLocation W29122000931 @default.
• W2912200093 hasRelatedWork W1484641991 @default.
• W2912200093 hasRelatedWork W2283344589 @default.
• W2912200093 hasRelatedWork W2415924536 @default.
• W2912200093 hasRelatedWork W2772474126 @default.
• W2912200093 hasRelatedWork W2773745922 @default.
• W2912200093 hasRelatedWork W2796517058 @default.
• W2912200093 hasRelatedWork W2799128416 @default.
• W2912200093 hasRelatedWork W2810871749 @default.
• W2912200093 hasRelatedWork W2902440299 @default.
• W2912200093 hasRelatedWork W2978885571 @default.
• W2912200093 hasRelatedWork W3005441616 @default.
• W2912200093 hasRelatedWork W3020802295 @default.
• W2912200093 hasRelatedWork W3040311536 @default.
• W2912200093 hasRelatedWork W3104096215 @default.
• W2912200093 hasRelatedWork W3108094971 @default.
• W2912200093 hasRelatedWork W3132766393 @default.
• W2912200093 hasRelatedWork W3156865457 @default.
• W2912200093 hasRelatedWork W3162896918 @default.
• W2912200093 hasRelatedWork W3169982272 @default.
• W2912200093 hasRelatedWork W3195602770 @default.
• W2912200093 isParatext "false" @default.

• next