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Paper Citation Record · LEDGER

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities

As of 9 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2608.03742.

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

pith.paper-citation-record.v1
2608.03742 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:43:19.850288Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

50 of 50 outbound references displayed

  • verified exact5
  • verified fuzzy6
  • unresolved28
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch11

External citation measurements

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Outbound references

Observation 47ad9a16-35ae-4690-a04b-23e81ec39adc · outbound

This paper cites IEEE/ACM Transactions on Audio, Speech, and Language Processing32, 1573–1585 (2024).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities IEEE/ACM Transactions on Audio, Speech, and Language Processing32, 1573–1585 (2024)

Reference 1

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Source-reported events for the cited work

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Observation 3eed11f2-28cc-429d-af36-c3e64917ff7d · outbound

This paper cites Computer Vision – ECCV 2024, Springer15128, 277–295 (2025).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Computer Vision – ECCV 2024, Springer15128, 277–295 (2025)

Reference 2

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation f53653e2-0c93-42d4-946c-0c5586c0ad3f · outbound

This paper cites VGGSound: A Large-scale Audio-Visual Dataset.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities VGGSound: A Large-scale Audio-Visual Dataset

Reference 3

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Observation c6332629-b62d-4835-b7e5-18d61c5a328f · outbound

This paper cites In: 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 1397358d-606f-4f5e-96e5-cec1f5eefb26 · outbound

This paper cites The MIT Press, Cambridge, Mass (2008).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities The MIT Press, Cambridge, Mass (2008)

Reference 6

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Observation 845d94b9-c3ea-463f-bafc-fafb0a1a8cb2 · outbound

This paper cites ACM Computing Surveys56(11), 1–34 (2024).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities ACM Computing Surveys56(11), 1–34 (2024)

Reference 7

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Observation 23338662-822b-47e6-962d-264d4bd0e687 · outbound

This paper cites In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 26 Abdoet al.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 26 Abdoet al

Reference 8

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Observation 63b83de3-c1d2-469b-9cf7-697a8d7aa4e0 · outbound

This paper cites CA, USA (2020).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities CA, USA (2020)

Reference 9

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Observation 775a07d5-4098-423c-b0a6-ba1b3b538eeb · outbound

This paper cites Long-form music generation with latent diffusion.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Long-form music generation with latent diffusion

Reference 11

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Observation 7500b80d-49e9-406a-b3aa-8f426f797c23 · outbound

This paper cites Focal Press, London (2021).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Focal Press, London (2021)

Reference 12

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Observation 9b9271b9-bef1-43c9-b72a-369e1b2bdc46 · outbound

This paper cites In: Proceedings of the 31st ACM International Conference on Multimedia, pp.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: Proceedings of the 31st ACM International Conference on Multimedia, pp

Reference 13

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Observation eded8c9b-630c-4523-85d2-7d9218750be5 · outbound

This paper cites IEEE Transactions on Multimedia25, 4508– 4519 (2023).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities IEEE Transactions on Multimedia25, 4508– 4519 (2023)

Reference 14

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation c0da1aa3-417b-4d8e-8b4f-5ccac7fb0d2b · outbound

This paper cites IEEE Access12, 144631–144651 (2024).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities IEEE Access12, 144631–144651 (2024)

Reference 15

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Observation f6f44a6b-cad4-4138-94f5-c834470e186e · outbound

This paper cites Health Information & Libraries Journal26(2), 91–108 (2009).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Health Information & Libraries Journal26(2), 91–108 (2009)

Reference 16

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Observation e9179455-1f26-426d-99e4-1a09cefb95e4 · outbound

This paper cites Campbell Systematic Reviews18(2), e1230 (2022).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Campbell Systematic Reviews18(2), e1230 (2022)

Reference 17

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Observation 1257ebe0-681d-4677-8da1-607fa4353ca3 · outbound

This paper cites IEEE Transactions on Neural Networks and Learning Systems36(3), 4196– 4208 (2025).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities IEEE Transactions on Neural Networks and Learning Systems36(3), 4196– 4208 (2025)

Reference 18

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 6a0c99d1-e323-440a-b8aa-d3c11f524a29 · outbound

This paper cites In: Proceedings of the CHI Conference on Human Factors in Computing Systems, pp.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: Proceedings of the CHI Conference on Human Factors in Computing Systems, pp

Reference 19

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Observation 54d22667-d5e4-434f-8099-81222a8e6756 · outbound

This paper cites Artificial Intelligence Review56(7), 5837–5880 (2023).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Artificial Intelligence Review56(7), 5837–5880 (2023)

Reference 20

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Observation b6dcc879-b619-4db8-a93d-ff9a2b173c04 · outbound

This paper cites In: Proceedings of the 2019 Conference of the North, pp.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: Proceedings of the 2019 Conference of the North, pp

Reference 21

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Observation 427dd92d-fbd5-414c-95b0-f3087b7ca1b6 · outbound

This paper cites Segment Anything.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Segment Anything

Reference 22

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Observation c0610341-293a-487a-a718-a52ed9be0656 · outbound

This paper cites AudioGen: Textually Guided Audio Generation.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities AudioGen: Textually Guided Audio Generation

Reference 23

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Observation 041d66ad-580e-4cbe-9055-51ffcb8442b2 · outbound

This paper cites In: 2024 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: 2024 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp

Reference 24

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Observation 5c16e57b-094a-4a42-a1dd-9b50a8f604f0 · outbound

This paper cites AudioLDM: Text-to-Audio Generation with Latent Diffusion Models.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities AudioLDM: Text-to-Audio Generation with Latent Diffusion Models

Reference 25

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Observation e656a9b3-5482-4d4f-9ec1-1b920ec04662 · outbound

This paper cites IEEE/ACM Transactions on Audio, Speech, and Language Processing32, 2871–2883 (2024).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities IEEE/ACM Transactions on Audio, Speech, and Language Processing32, 2871–2883 (2024)

Reference 26

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Observation 160a42f0-8ea3-49ec-ad1d-73fae8744c26 · outbound

This paper cites In: Sixth International Conference on Computer Information Science and Application Technology (CISAT 2023), vol.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: Sixth International Conference on Computer Information Science and Application Technology (CISAT 2023), vol

Reference 27

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Observation e83796ec-3636-4ac2-bf43-b9f024aab5c2 · outbound

This paper cites IEEE Transactions on Circuits and Systems for Video Technology32(3), 1299– 1312 (2022).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities IEEE Transactions on Circuits and Systems for Video Technology32(3), 1299– 1312 (2022)

Reference 28

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Observation 52642fac-116b-4c8f-99cf-6d9244af086c · outbound

This paper cites In: Proceed- ings of the 32nd ACM International Conference on Multimedia, pp.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: Proceed- ings of the 32nd ACM International Conference on Multimedia, pp

Reference 29

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Observation e598bc34-74f2-4c3b-99a6-6f062b8da446 · outbound

This paper cites In: 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP), pp.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP), pp

Reference 30

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Observation a0e972d3-1be4-4f5e-89f0-a710afa4cebe · outbound

This paper cites Journal of the Audio Engineering Society71, 826–848 (2023).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Journal of the Audio Engineering Society71, 826–848 (2023)

Reference 31

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Observation 432c4176-b15e-4137-b4e2-8b3a8d4b4b00 · outbound

This paper cites IEEE Access13, 18079–18106 (2025).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities IEEE Access13, 18079–18106 (2025)

Reference 32

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Observation 22a19f53-025a-42f6-9e40-3beede33d424 · outbound

This paper cites In: Creativity and Cognition, pp.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: Creativity and Cognition, pp

Reference 33

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This paper cites how to use an overview.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities how to use an overview

Reference 34

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Observation 41dd331f-1645-40af-873e-ab8c16f94eb0 · outbound

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AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Unresolved cited work

Reference 35

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Observation bbf65f8f-521b-4db6-b447-f8b439b7abe1 · outbound

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AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Unresolved cited work

Reference 37

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Observation 586001b2-b666-483e-a227-e2fce7a3a7b3 · outbound

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AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Unresolved cited work

Reference 38

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raw_fallback, observed 2026-08-05T13:43:27.432347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T13:43:18.666200Z digest=sha256:23fddbcad40a699a6ef3df9df6552a858b4a14d1e8507f28ad13b68df458bade

Observation 87ae8236-2ee4-435e-b347-2247b0043cb1 · outbound

This paper cites In: Research Methods for the Social Sciences: An Introduction.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: Research Methods for the Social Sciences: An Introduction

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:43:27.181359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation fe3f1316-1ed6-491a-a143-ba1a0d9d945a · outbound

This paper cites Journal of the Audio Engineering Society73, 406–428 (2025).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Journal of the Audio Engineering Society73, 406–428 (2025)

Reference 40

Resolution
verified exact
raw_fallback, observed 2026-08-05T13:43:22.177916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T13:43:18.780860Z digest=sha256:ae730e1349523334174478afc1f81053f624cfd7fbd63b27fd474135514feb8c

Observation 42e53410-1aab-4753-86cd-301082b03516 · outbound

This paper cites In: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, CHI EA ’24.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, CHI EA ’24

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T13:43:18.849658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:43:18.849658Z digest=sha256:2e14d2d3a7758807612fd4d30bbd1e8569336de2c7fd21459cbd94761a9eeae2

Observation cf2c6fd0-8cc6-4e34-b7ee-080e74b575f7 · outbound

This paper cites Advances in Neural Information Processing Systems36, 16083–16099 (2023).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Advances in Neural Information Processing Systems36, 16083–16099 (2023)

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:43:26.897745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T13:43:18.926071Z digest=sha256:6f4b1c9ff0a051a177e6f0686d6b1486935f44a67d0cf0b2481900fc524ade71

Observation 7e0a490c-cf26-4f7c-bd97-03606234ae8d · outbound

This paper cites Advances in Neural Information Processing Systems37, 128118–128138 (2024).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Advances in Neural Information Processing Systems37, 128118–128138 (2024)

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:43:26.625722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T13:43:19.050954Z digest=sha256:1452e97ff02394f86d651b2d51d0c179891d13889a259f25b2aa2a3a64d0ed6a

Observation 12afa088-fcaa-45cc-87ad-89d586197aa9 · outbound

This paper cites In: Proceedings of the 32nd ACM International Conference on Mul- timedia, pp.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: Proceedings of the 32nd ACM International Conference on Mul- timedia, pp

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-05T13:43:19.146671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:43:19.146671Z digest=sha256:4a70e332bbc9d8429ebf4238f40a362e7e9648e58211aa60fdad8cb53529fb4d

Observation 3ba835d1-e62f-4344-9cee-95176a25f938 · outbound

This paper cites Toward General Design Principles for Generative AI Applications.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Toward General Design Principles for Generative AI Applications

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T13:43:19.214928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:43:19.214928Z digest=sha256:dc459ea287389ea4394c74988eb14379d81d89ba6cc454443df2c62e68b60626

Observation 6b68fa82-d05e-4f98-b555-11aeddaf4894 · outbound

This paper cites AudioTime: A Temporally-aligned Audio-text Benchmark Dataset.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities AudioTime: A Temporally-aligned Audio-text Benchmark Dataset

Reference 47

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T13:43:20.233822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T13:43:19.288662Z digest=sha256:7f171bb01e676d9f719217fd67f8949a737cc73661dee2537452f9c4591e3c57

Observation 267111bd-1253-4a64-9435-d6a1499e625f · outbound

This paper cites In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-05T13:43:19.442211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:43:19.442211Z digest=sha256:ef98a2d15dcdf1907772a72d5b060c8ce9d1c7e4e8a231531d618456cf6a7dbe

Observation bb5f57c1-411f-4ec8-ad18-6fb67789e629 · outbound

This paper cites IEEE/ACM Transactions on Audio, Speech, and Language Processing32, 4700–4712 (2024).

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities IEEE/ACM Transactions on Audio, Speech, and Language Processing32, 4700–4712 (2024)

Reference 50

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T13:43:21.485408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T13:43:19.492390Z digest=sha256:4c3472006217e46aa308567c8417c8a876241488ae6fc9bab08a786316b2dae0

Observation e302a362-4ed9-4385-8b33-86552b9b9b86 · outbound

This paper cites In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-05T13:43:19.622931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:43:19.622931Z digest=sha256:eea77783046efe6b1334428bb3627be637af763a1d8aad7fec6069a0202e217e

Observation edc1a5ed-7917-44bb-8a87-125d37a0c6c6 · outbound

This paper cites In: 2024 IEEE Spoken Language Technology Workshop (SLT), pp.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: 2024 IEEE Spoken Language Technology Workshop (SLT), pp

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-05T13:43:19.666335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:43:19.666335Z digest=sha256:ad3e806f21d6371a2519be392b32441e3480f1a218db925ea8115c26c0850541

Observation 24dd585e-292c-440f-92ae-7e5b470aa4c8 · outbound

This paper cites In: 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities In: 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-05T13:43:19.750190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:43:19.750190Z digest=sha256:18ebab9d9e97268e3df6702b0c4ad5f35c6191d15801fc98cdc92e7cafe7afe2

Observation d616a552-d5cb-476f-8864-6406bd456b52 · outbound

This paper cites Visual to Sound: Generating Natural Sound for Videos in the Wild.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities Visual to Sound: Generating Natural Sound for Videos in the Wild

Reference 55

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T13:43:20.069853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T13:43:19.850288Z digest=sha256:09e395234f544303d6722fa119428baab4e5452be4905cf30125d67c295151eb

Observation 69e807f9-8bce-4968-92f3-cf409fa82e14 · outbound

This paper cites DOI 10.1007/978-3-319-24574-4 28.

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities DOI 10.1007/978-3-319-24574-4 28

Reference 241

Resolution
unresolved
no resolver link, observed 2026-08-05T13:43:18.595820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:43:18.595820Z digest=sha256:2fe71f3a56e751284f7626610e35d0a1141812f8ba9325fdd79f666c1da272a4

Pith citing papers

No inbound Pith citation observations are available.