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Paper Citation Record · LEDGER

Conditional LSTM-GAN for Melody Generation from Lyrics

As of 16 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:1908.05551.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1908.05551 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:13:10.282915Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

  • verified exact4
  • verified fuzzy21
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 431bd8b1-1277-4fae-80ab-c85f30d4064b · outbound

This paper cites A preliminary framework for description, analysis and comparison of creative systems,.

Conditional LSTM-GAN for Melody Generation from Lyrics A preliminary framework for description, analysis and comparison of creative systems,

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 929f4f34-a5c0-495d-b953-f50fab667d0c · outbound

This paper cites Musical composition with a high-speed digital computer,.

Conditional LSTM-GAN for Melody Generation from Lyrics Musical composition with a high-speed digital computer,

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 51fa00a7-0d30-42a0-8b54-d6166f9394fe · outbound

This paper cites Statistical learning of harmonic movement,.

Conditional LSTM-GAN for Melody Generation from Lyrics Statistical learning of harmonic movement,

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation a593809a-c953-4886-9ff8-494556a2008b · outbound

This paper cites Music Generation by Deep Learning - Challenges and Directions.

Conditional LSTM-GAN for Melody Generation from Lyrics Music Generation by Deep Learning - Challenges and Directions

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-14T13:13:10.430217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 63e57699-66d4-4a4c-b1fb-445faaf3a1d6 · outbound

This paper cites Deep cross-modal correlation learning for audio and lyrics in music retrieval,.

Conditional LSTM-GAN for Melody Generation from Lyrics Deep cross-modal correlation learning for audio and lyrics in music retrieval,

Reference 5

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 704c058f-4e76-4535-afd6-382cac960457 · outbound

This paper cites an unresolved cited work.

Conditional LSTM-GAN for Melody Generation from Lyrics Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:13:10.748067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 57beba24-1c7c-4283-9d12-55084d0fbdba · outbound

This paper cites Smug: Scientific music generator,.

Conditional LSTM-GAN for Melody Generation from Lyrics Smug: Scientific music generator,

Reference 7

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation f58fbd32-4cd1-4844-a636-10b6f8f1e456 · outbound

This paper cites Algorithmic Songwriting with ALYSIA.

Conditional LSTM-GAN for Melody Generation from Lyrics Algorithmic Songwriting with ALYSIA

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-14T13:13:10.408138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:13:10.137947Z digest=sha256:15de5fcb90f29142058dd15783aadfa3e687e53a4ae41f113d12a457eb6b80b9

Observation 4127a143-9d50-4a44-9183-e706b0484ded · outbound

This paper cites Generative Adversarial Networks,.

Conditional LSTM-GAN for Melody Generation from Lyrics Generative Adversarial Networks,

Reference 10

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:13:10.153429Z digest=sha256:95df7ebca1f1d8c008d228fa308b378ff8acd582e5c1ca553feae3b920878476

Observation 3376adb7-1d4e-4096-a93e-d3f247060f3b · outbound

This paper cites AI Methods in Algorithmic Composition: A Comprehensive Survey.

Conditional LSTM-GAN for Melody Generation from Lyrics AI Methods in Algorithmic Composition: A Comprehensive Survey

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-14T13:13:10.375513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation d3ba776e-80c9-4cc4-85a1-00162ad4ff03 · outbound

This paper cites Constraint programming systems for modeling music theories and composition,.

Conditional LSTM-GAN for Melody Generation from Lyrics Constraint programming systems for modeling music theories and composition,

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:13:10.163460Z digest=sha256:267d8bc99f2accef7b0e55f7712f32efecbbdb8b8997857fd96de8d85a005cf6

Observation 47b1bde4-e066-4cd5-9509-b1144478dfb2 · outbound

This paper cites Inmamusys: Intelligent multiagent music system,.

Conditional LSTM-GAN for Melody Generation from Lyrics Inmamusys: Intelligent multiagent music system,

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:13:10.167643Z digest=sha256:f1ed65be8b4a1e8b54dece176d91737a02eda002e6b90e03ddad595077b1bfb0

Observation e9331c81-cdc6-4a5f-916a-6ec03b4aa879 · outbound

This paper cites Music generation from statistical models,.

Conditional LSTM-GAN for Melody Generation from Lyrics Music generation from statistical models,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:13:10.684409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 025e5e9e-b18b-41c0-bb1a-cdadbde24d0f · outbound

This paper cites Realtime generation of harmonic progres- sions using controlled markov selection,.

Conditional LSTM-GAN for Melody Generation from Lyrics Realtime generation of harmonic progres- sions using controlled markov selection,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:13:10.672102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:13:10.178341Z digest=sha256:4a43fe2599f3ea652b4644818eab85763edf167c9fee212ebb1e70ad6e772059

Observation ed977dde-c2b0-40d4-8331-0b8c992e37eb · outbound

This paper cites Cope, Computer Models of Musical Creativity.

Conditional LSTM-GAN for Melody Generation from Lyrics Cope, Computer Models of Musical Creativity

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:13:10.658593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation e3764bbb-a557-4b6f-92a7-b5e06039b3d7 · outbound

This paper cites A Hierarchical Recurrent Neural Network for Symbolic Melody Generation.

Conditional LSTM-GAN for Melody Generation from Lyrics A Hierarchical Recurrent Neural Network for Symbolic Melody Generation

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-14T13:13:10.356199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:13:10.188141Z digest=sha256:c2871e72d7bc1275ab414b093ec6323a06fcfee798d6117ddb1a6bead10e8176

Observation 6f11c73d-4741-42d8-87f4-94eb724b15ab · outbound

This paper cites Generating polyphonic music using tied parallel net- works,.

Conditional LSTM-GAN for Melody Generation from Lyrics Generating polyphonic music using tied parallel net- works,

Reference 18

Resolution
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raw_fallback, observed 2026-08-14T13:13:10.645471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation a8e6af22-4744-46c7-a856-38386097d14a · outbound

This paper cites C-RNN-GAN: Continuous recurrent neural networks with adversarial training.

Conditional LSTM-GAN for Melody Generation from Lyrics C-RNN-GAN: Continuous recurrent neural networks with adversarial training

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-14T13:13:10.198180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:13:10.198180Z digest=sha256:f53ea340cce597a0b32aa518f9597bcf6d769c2a27fe2709be5a2bc4813275bb

Observation df82750e-836e-4472-bee6-3f544092dd9f · outbound

This paper cites Automatic song composition from the lyrics exploiting prosody of the japanese language,.

Conditional LSTM-GAN for Melody Generation from Lyrics Automatic song composition from the lyrics exploiting prosody of the japanese language,

Reference 20

Resolution
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raw_fallback, observed 2026-08-14T13:13:10.632888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 5fcd6d40-0505-4d2f-a1ea-ac0117997be3 · outbound

This paper cites Automatic generation of melodic accompaniments for lyrics,.

Conditional LSTM-GAN for Melody Generation from Lyrics Automatic generation of melodic accompaniments for lyrics,

Reference 21

Resolution
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raw_fallback, observed 2026-08-14T13:13:10.620256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 218e514b-eda9-4b3b-bbf8-476c2a9a2384 · outbound

This paper cites an unresolved cited work.

Conditional LSTM-GAN for Melody Generation from Lyrics Unresolved cited work

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 0186dbe4-6dc7-45e7-844d-0ce90de36554 · outbound

This paper cites Available: https://en.wikipedia.org/wiki/Duration (music)/.

Conditional LSTM-GAN for Melody Generation from Lyrics Available: https://en.wikipedia.org/wiki/Duration (music)/

Reference 23

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation dddb48b3-ca14-4d9d-9b25-72b5fd2eb81e · outbound

This paper cites Available: https://en.wikipedia.org/wiki/Rest (music)/.

Conditional LSTM-GAN for Melody Generation from Lyrics Available: https://en.wikipedia.org/wiki/Rest (music)/

Reference 24

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raw_fallback, observed 2026-08-14T13:13:10.581429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation dbe83ebc-f06c-48c8-9d03-b8f7156ee319 · outbound

This paper cites an unresolved cited work.

Conditional LSTM-GAN for Melody Generation from Lyrics Unresolved cited work

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 3d797dbe-ffff-416f-a94e-9c57ef32591f · outbound

This paper cites Long short-term memory,.

Conditional LSTM-GAN for Melody Generation from Lyrics Long short-term memory,

Reference 26

Resolution
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no resolver link, observed 2026-08-14T13:13:10.232680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:13:10.232680Z digest=sha256:abefb1b99dbc94872b5a9f211e46cd2dd1e3b971b748c190baf7dfc6ce4de4ed

Observation 389ad83d-c10d-4ae4-a124-41a127062db8 · outbound

This paper cites Conditional Generative Adversarial Nets.

Conditional LSTM-GAN for Melody Generation from Lyrics Conditional Generative Adversarial Nets

Reference 27

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no resolver link, observed 2026-08-14T13:13:10.237983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 363b4923-e005-4ece-8051-b20495efd806 · outbound

This paper cites an unresolved cited work.

Conditional LSTM-GAN for Melody Generation from Lyrics Unresolved cited work

Reference 28

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raw_fallback, observed 2026-08-14T13:13:10.557202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation ca62366d-7938-494a-8c90-378903764031 · outbound

This paper cites an unresolved cited work.

Conditional LSTM-GAN for Melody Generation from Lyrics Unresolved cited work

Reference 29

Resolution
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raw_fallback, observed 2026-08-14T13:13:10.544581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation fd8beb2b-0546-4e4f-9ebd-9b22fa0e73c5 · outbound

This paper cites A hilbert space embedding for distributions,.

Conditional LSTM-GAN for Melody Generation from Lyrics A hilbert space embedding for distributions,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:13:10.531783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 389a40f6-650b-4bd5-8cd8-9e5ef1acb3d4 · outbound

This paper cites A Test of Relative Similarity For Model Selection in Generative Models,.

Conditional LSTM-GAN for Melody Generation from Lyrics A Test of Relative Similarity For Model Selection in Generative Models,

Reference 31

Resolution
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raw_fallback, observed 2026-08-14T13:13:10.518205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:13:10.256922Z digest=sha256:fec9c8882aec6bd1e51630ec1c6a296a236c47be4287c3f6606160b841317d08

Observation 4a64640e-c533-4637-a6ed-eb0c3b97e55b · outbound

This paper cites an unresolved cited work.

Conditional LSTM-GAN for Melody Generation from Lyrics Unresolved cited work

Reference 32

Resolution
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raw_fallback, observed 2026-08-14T13:13:10.504561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation efb8c23e-ae27-4943-a890-0d455b75728e · outbound

This paper cites iComposer: An automatic song- writing system for Chinese popular music,.

Conditional LSTM-GAN for Melody Generation from Lyrics iComposer: An automatic song- writing system for Chinese popular music,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:13:10.489754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 14c16d09-79cd-4a4d-9b58-cd12ffd3510d · outbound

This paper cites Seqgan: Sequence generative adversarial nets with policy gradient,.

Conditional LSTM-GAN for Melody Generation from Lyrics Seqgan: Sequence generative adversarial nets with policy gradient,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:13:10.475427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:13:10.273321Z digest=sha256:c7799e7447014fca24fa5f84bfc70ff28e7c684ed7be7da9b623a0cb35979a30

Observation ca205b08-7b85-47ec-9924-d05e6f47867f · outbound

This paper cites an unresolved cited work.

Conditional LSTM-GAN for Melody Generation from Lyrics Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:13:10.460549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 53bdbf12-31ac-4df7-9ac0-c67fd7abfbc8 · outbound

This paper cites Categorical reparameterization with gumbel-softmax,.

Conditional LSTM-GAN for Melody Generation from Lyrics Categorical reparameterization with gumbel-softmax,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:13:10.445912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:13:10.282915Z digest=sha256:59b311fc9f3a35b595f20e794c3ead996a37c720ed9f169c6a3dad3bd3d48dac

Observation 4fb7654b-89cc-49a6-a176-cb4e1f50a258 · outbound

This paper cites Neural Melody Composition from Lyrics.

Conditional LSTM-GAN for Melody Generation from Lyrics Neural Melody Composition from Lyrics

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-14T13:13:10.148806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:13:10.148806Z digest=sha256:aea9479e848622b240f0282721209596d0fbee9f906b1d064cd3063385061730

Pith citing papers

No inbound Pith citation observations are available.