Paper Citation Record · LEDGER

AI-Generated Song Detection via Lyrics Transcripts

As of 8 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 2 inbound Pith citation observations for arXiv:2506.18488.

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

pith.paper-citation-record.v1
2506.18488 v2

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:21:36.623970Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:21:24.313130Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T00:56:24.473181Z

Reference resolution

71 of 71 outbound references displayed

verified exact2
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ce4428dc-3fa8-4e59-9f91-6f5312d725a4 · outbound

This paper cites AI-Generated Song Detection via Lyrics Transcripts.

AI-Generated Song Detection via Lyrics Transcripts AI-Generated Song Detection via Lyrics Transcripts

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d483ef6-26a7-42d7-9d7b-4469d6acbc2e · outbound

This paper cites Current AI music generation models typically rely on two main components working in sequence.

AI-Generated Song Detection via Lyrics Transcripts Current AI music generation models typically rely on two main components working in sequence

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:53.906139Z

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Observation 213dbc9a-d215-45e9-98a5-80292b264985 · outbound

This paper cites First, the audio is processed by a transcription model to generate a lyrics tran- script.

AI-Generated Song Detection via Lyrics Transcripts First, the audio is processed by a transcription model to generate a lyrics tran- script

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:53.649504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e3677ff5-d1c8-4b56-be3c-3cff5c584a3a · outbound

This paper cites Then, we briefly describe the baselines and the evaluation metrics used.

AI-Generated Song Detection via Lyrics Transcripts Then, we briefly describe the baselines and the evaluation metrics used

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:53.466465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5728465d-d73b-4bc0-aced-533ebc6dadaa · outbound

This paper cites As a reminder, the GT L YRICS LLM2Vec baseline refers to the method proposed by [11], which takes ground-truth lyrics as input and can be considered an upper baseline.

AI-Generated Song Detection via Lyrics Transcripts As a reminder, the GT L YRICS LLM2Vec baseline refers to the method proposed by [11], which takes ground-truth lyrics as input and can be considered an upper baseline

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:52.933859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0ed56915-dcc1-4a08-aebe-3d9a65a1bcef · outbound

This paper cites To achieve this, we first transcribe the songs, overcoming the reliance on perfect ground-truth lyrics.

AI-Generated Song Detection via Lyrics Transcripts To achieve this, we first transcribe the songs, overcoming the reliance on perfect ground-truth lyrics

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:52.634819Z

Source-reported events for the cited work

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Observation 9d29fb60-f777-4ff6-95f9-5abcbd06ce38 · outbound

This paper cites an unresolved cited work.

AI-Generated Song Detection via Lyrics Transcripts Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:21:52.374854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2bcdd216-bb16-4de1-9cf3-3b24820439f4 · outbound

This paper cites 55776/COE12, https://doi.org/10.55776/ DFH23, https://doi.org/10.55776/P36413.

AI-Generated Song Detection via Lyrics Transcripts 55776/COE12, https://doi.org/10.55776/ DFH23, https://doi.org/10.55776/P36413

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:26.161561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0f114fb-bdb9-4f20-8293-7726f7f9e941 · outbound

This paper cites Detecting music deepfakes is easy but actually hard.

AI-Generated Song Detection via Lyrics Transcripts Detecting music deepfakes is easy but actually hard

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:28.895187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1435b58-4427-43c2-a0f6-7ec84d1be38d · outbound

This paper cites MusicLM: Generating Music From Text.

AI-Generated Song Detection via Lyrics Transcripts MusicLM: Generating Music From Text

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:26.286890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a00cb3f6-8753-4b0b-bed6-665098a47e64 · outbound

This paper cites Simple and control- lable music generation,.

AI-Generated Song Detection via Lyrics Transcripts Simple and control- lable music generation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:51.995111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 48f35f23-a45e-414d-9a59-f1e7317bfd67 · outbound

This paper cites DiffRhythm: Blazingly Fast and Embarrassingly Simple End-to-End Full-Length Song Generation with Latent Diffusion.

AI-Generated Song Detection via Lyrics Transcripts DiffRhythm: Blazingly Fast and Embarrassingly Simple End-to-End Full-Length Song Generation with Latent Diffusion

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:26.624841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dbae987-f520-4e16-b01e-ed25b10c371d · outbound

This paper cites AI-generated song charts in Ger- many, amid controversy,.

AI-Generated Song Detection via Lyrics Transcripts AI-generated song charts in Ger- many, amid controversy,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:51.709887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5579fec0-04d1-41d7-b623-a0f0dbcb3301 · outbound

This paper cites Record Companies Bring Landmark Cases for Responsible AI Against Suno and Udio in Boston and New York Federal Courts, Respectively,.

AI-Generated Song Detection via Lyrics Transcripts Record Companies Bring Landmark Cases for Responsible AI Against Suno and Udio in Boston and New York Federal Courts, Respectively,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:51.236277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 22468d79-a0a8-41ee-b95a-00589982895c · outbound

This paper cites 10,000 AI tracks uploaded daily to Deezer, platform reveals, as it files two patents for new AI detection tool,.

AI-Generated Song Detection via Lyrics Transcripts 10,000 AI tracks uploaded daily to Deezer, platform reveals, as it files two patents for new AI detection tool,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:50.564865Z

Source-reported events for the cited work

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Observation 7407596d-431c-4fc2-9101-9fb0c34be832 · outbound

This paper cites C2pa specficiations,.

AI-Generated Song Detection via Lyrics Transcripts C2pa specficiations,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:50.215371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cfc1a801-9ca8-4c6e-8b41-193ca06921eb · outbound

This paper cites Atsc standard: Audio watermark emission,.

AI-Generated Song Detection via Lyrics Transcripts Atsc standard: Audio watermark emission,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:49.964920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 92432c06-a95a-4307-8f94-eac5b511ddac · outbound

This paper cites Stable Audio Open.

AI-Generated Song Detection via Lyrics Transcripts Stable Audio Open

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:30.605672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f77a4b4c-01c6-4f30-a249-9ac548ea2e5e · outbound

This paper cites Ai-generated music detection and its chal- lenges,.

AI-Generated Song Detection via Lyrics Transcripts Ai-generated music detection and its chal- lenges,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:49.758811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 59f0f7cc-6972-486f-b45c-d47214f871b2 · outbound

This paper cites Synthetic lyrics detection across languages and genres,.

AI-Generated Song Detection via Lyrics Transcripts Synthetic lyrics detection across languages and genres,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:49.474833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b94373ac-419e-4b10-bebc-49f3d0d6eb65 · outbound

This paper cites Copyright act of 1976,.

AI-Generated Song Detection via Lyrics Transcripts Copyright act of 1976,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:48.964748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4b389fda-be9c-4d5e-9791-8a11859e5a08 · outbound

This paper cites High Fidelity Neural Audio Compression.

AI-Generated Song Detection via Lyrics Transcripts High Fidelity Neural Audio Compression

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:29.955234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e270137-8315-4fb3-9ec5-c3805b530c73 · outbound

This paper cites High-Fidelity Audio Compression with Improved RVQGAN.

AI-Generated Song Detection via Lyrics Transcripts High-Fidelity Audio Compression with Improved RVQGAN

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:30.071947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bb36b1e-1b69-46fe-8aa2-0f0fe6cec367 · outbound

This paper cites Soundstream: An end-to-end neural audio codec,.

AI-Generated Song Detection via Lyrics Transcripts Soundstream: An end-to-end neural audio codec,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:48.554753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 87f280e5-2737-404c-9c64-6bd5d4af1e17 · outbound

This paper cites Music2latent: Consistency autoencoders for latent audio compres- sion,.

AI-Generated Song Detection via Lyrics Transcripts Music2latent: Consistency autoencoders for latent audio compres- sion,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:30.368030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e7d39c1-f7c2-4423-9784-068546702900 · outbound

This paper cites Fast Timing-Conditioned Latent Audio Diffusion.

AI-Generated Song Detection via Lyrics Transcripts Fast Timing-Conditioned Latent Audio Diffusion

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:30.499711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a506b81a-78b9-4436-8843-42fad13e8f80 · outbound

This paper cites A watermark for large language models,.

AI-Generated Song Detection via Lyrics Transcripts A watermark for large language models,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:31.696339Z

Source-reported events for the cited work

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Observation 5b6e33b7-df9c-4e0b-882f-c685d606e0cf · outbound

This paper cites Musi- cldm: Enhancing novelty in text-to-music gen- eration using beat-synchronous mixup strategies,.

AI-Generated Song Detection via Lyrics Transcripts Musi- cldm: Enhancing novelty in text-to-music gen- eration using beat-synchronous mixup strategies,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:48.294751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8ce7aefb-4071-4196-9490-a42695ef6f19 · outbound

This paper cites Singfake: Singing voice deepfake detection,.

AI-Generated Song Detection via Lyrics Transcripts Singfake: Singing voice deepfake detection,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:47.891854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e6fd9292-b20e-4b9b-b845-3230178b971d · outbound

This paper cites From real to cloned singer identifica- tion,.

AI-Generated Song Detection via Lyrics Transcripts From real to cloned singer identifica- tion,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:47.454849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d66d56b4-6fcc-476d-b61f-97bdd19b3fd5 · outbound

This paper cites Sonics: Synthetic or not - identify- ing counterfeit songs,.

AI-Generated Song Detection via Lyrics Transcripts Sonics: Synthetic or not - identify- ing counterfeit songs,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:46.849666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 985ca98b-d0e5-4c9b-9dea-b449c8cae617 · outbound

This paper cites Coco: Coherence-enhanced machine-generated text detection under low resource with contrastive learn- ing,.

AI-Generated Song Detection via Lyrics Transcripts Coco: Coherence-enhanced machine-generated text detection under low resource with contrastive learn- ing,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:46.550503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 551355c7-99ac-4dd3-bb54-567b23dd1480 · outbound

This paper cites ToBlend: Token-Level Blending With an Ensemble of LLMs to Attack AI-Generated Text Detection.

AI-Generated Song Detection via Lyrics Transcripts ToBlend: Token-Level Blending With an Ensemble of LLMs to Attack AI-Generated Text Detection

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:31.394747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b33c28d-3f1a-4947-af40-66e09dcd1967 · outbound

This paper cites Adversarial watermark- ing transformer: Towards tracing text provenance with data hiding,.

AI-Generated Song Detection via Lyrics Transcripts Adversarial watermark- ing transformer: Towards tracing text provenance with data hiding,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:46.222382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1e010831-6db5-477f-9aff-bb1eb1ef9279 · outbound

This paper cites Counter turing test (ct2): Ai-generated text detection is not as easy as you may think-introducing ai detectability index (adi),.

AI-Generated Song Detection via Lyrics Transcripts Counter turing test (ct2): Ai-generated text detection is not as easy as you may think-introducing ai detectability index (adi),

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:45.962170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 38e68f2a-a09f-4ebf-84e8-d97bfd8aa460 · outbound

This paper cites Detectllm: Leveraging log rank information for zero-shot detec- tion of machine-generated text,.

AI-Generated Song Detection via Lyrics Transcripts Detectllm: Leveraging log rank information for zero-shot detec- tion of machine-generated text,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:43.584749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a2514af4-2b39-40ec-94d4-d73506a7c310 · outbound

This paper cites MAGE: Machine- generated text detection in the wild,.

AI-Generated Song Detection via Lyrics Transcripts MAGE: Machine- generated text detection in the wild,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:45.638151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8a1cdbd2-8e7b-4dbf-b63f-a9ab06135f28 · outbound

This paper cites Multitude: Large-scale multilingual machine- generated text detection benchmark,.

AI-Generated Song Detection via Lyrics Transcripts Multitude: Large-scale multilingual machine- generated text detection benchmark,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:45.295378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e4198519-03bb-4182-815a-224d61c8f1c1 · outbound

This paper cites From text to source: Results in detecting large language model- generated content,.

AI-Generated Song Detection via Lyrics Transcripts From text to source: Results in detecting large language model- generated content,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:45.074746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation af0691a1-13a2-4ab4-9c6f-fd65b0cc5fcf · outbound

This paper cites Token prediction as implicit classification to identify llm-generated text,.

AI-Generated Song Detection via Lyrics Transcripts Token prediction as implicit classification to identify llm-generated text,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:44.840471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 09386f87-6967-43af-83e3-5ed2616f9ca1 · outbound

This paper cites How reliable are ai-generated-text detectors? an assessment framework using evasive soft prompts,.

AI-Generated Song Detection via Lyrics Transcripts How reliable are ai-generated-text detectors? an assessment framework using evasive soft prompts,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:44.515452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 61fa9902-211b-44ce-89ea-277f5636b0a8 · outbound

This paper cites We then sample 260 real songs to maintain balance across lan- Model en de tr fr pt es it ar ja Macro A vg.

AI-Generated Song Detection via Lyrics Transcripts We then sample 260 real songs to maintain balance across lan- Model en de tr fr pt es it ar ja Macro A vg

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:53.206788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b115b973-7a46-4b9b-a956-581bcaaa7581 · outbound

This paper cites Authorship attribution for neural text generation,.

AI-Generated Song Detection via Lyrics Transcripts Authorship attribution for neural text generation,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:44.181003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8abf3ad3-f802-42ab-ac31-86ae8e2ad967 · outbound

This paper cites Real or Fake? Learning to Discriminate Machine from Human Generated Text.

AI-Generated Song Detection via Lyrics Transcripts Real or Fake? Learning to Discriminate Machine from Human Generated Text

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:32.694820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29595703-8cc0-45c6-90f2-50c1b712ddbf · outbound

This paper cites Detectgpt: Zero-shot machine-generated text detection using probability curvature,.

AI-Generated Song Detection via Lyrics Transcripts Detectgpt: Zero-shot machine-generated text detection using probability curvature,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:43.886679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 03c12b7a-0ce3-486c-9aa6-276ac46f8b9f · outbound

This paper cites Beat llms at their own game: Zero-shot llm-generated text detection via querying chatgpt,.

AI-Generated Song Detection via Lyrics Transcripts Beat llms at their own game: Zero-shot llm-generated text detection via querying chatgpt,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:43.064744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 60cd87bf-98ed-4ca1-b20c-21c8e8982426 · outbound

This paper cites Can AI-Generated Text be Reliably Detected?.

AI-Generated Song Detection via Lyrics Transcripts Can AI-Generated Text be Reliably Detected?

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:33.261526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23aef8ef-6a9a-46c0-81c7-1b28bb905748 · outbound

This paper cites GPT-4 Technical Report.

AI-Generated Song Detection via Lyrics Transcripts GPT-4 Technical Report

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:33.383140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68583ec1-b8f9-415a-85b8-8234baa24395 · outbound

This paper cites RAID: A shared benchmark for robust evaluation of machine-generated text detectors,.

AI-Generated Song Detection via Lyrics Transcripts RAID: A shared benchmark for robust evaluation of machine-generated text detectors,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:42.845450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d168b230-acb3-48aa-8bc4-4eb2274d0ea3 · outbound

This paper cites LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT.

AI-Generated Song Detection via Lyrics Transcripts LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:21:37.298736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 60e3bc00-112b-4244-b093-12be35318ad7 · outbound

This paper cites BERT: Pre-training of deep bidirectional transformers for language understanding,.

AI-Generated Song Detection via Lyrics Transcripts BERT: Pre-training of deep bidirectional transformers for language understanding,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:40.115259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a2c52de4-2142-4762-8b85-37612d385bf7 · outbound

This paper cites Lyrics Transcription for Humans: A Readability-Aware Benchmark.

AI-Generated Song Detection via Lyrics Transcripts Lyrics Transcription for Humans: A Readability-Aware Benchmark

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:21:37.089535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9789cc98-af85-4d73-b765-98851305737d · outbound

This paper cites Benchmark- ing whisper under diverse audio transformations and real-time constraints,.

AI-Generated Song Detection via Lyrics Transcripts Benchmark- ing whisper under diverse audio transformations and real-time constraints,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:42.282800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 547ac7e2-02e2-4d3e-a840-c1a1a4ba4b50 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

AI-Generated Song Detection via Lyrics Transcripts Robust Speech Recognition via Large-Scale Weak Supervision

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:34.685007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77b7bcc3-6821-4c5c-bc65-3c0a4187869b · outbound

This paper cites faster- whisper: A reimplementation of openai’s whisper model using ctranslate2,.

AI-Generated Song Detection via Lyrics Transcripts faster- whisper: A reimplementation of openai’s whisper model using ctranslate2,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:41.914863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bffb4030-99bc-4bde-8e0f-759308f17db2 · outbound

This paper cites Sentence-BERT: Sentence embeddings using Siamese BERT-networks,.

AI-Generated Song Detection via Lyrics Transcripts Sentence-BERT: Sentence embeddings using Siamese BERT-networks,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:41.564937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fb4d6f75-b377-4529-914c-8dd64f4716a5 · outbound

This paper cites SimCSE: Simple contrastive learning of sentence embeddings,.

AI-Generated Song Detection via Lyrics Transcripts SimCSE: Simple contrastive learning of sentence embeddings,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:40.863653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 51c1693f-01e8-4f3d-a37e-400f2e249fbf · outbound

This paper cites M3-embedding: Multi-linguality, multi-functionality, multi-granularity text embeddings through self- knowledge distillation,.

AI-Generated Song Detection via Lyrics Transcripts M3-embedding: Multi-linguality, multi-functionality, multi-granularity text embeddings through self- knowledge distillation,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:40.601471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4de17cf5-7582-4c24-b873-a982e76b35cc · outbound

This paper cites LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders.

AI-Generated Song Detection via Lyrics Transcripts LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:35.248071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7042374-89ce-4ecd-9feb-d6086a98814c · outbound

This paper cites Learning universal authorship representations,.

AI-Generated Song Detection via Lyrics Transcripts Learning universal authorship representations,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:40.344825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 237fe61e-5033-40f2-8a74-eaaf676f8129 · outbound

This paper cites Mpnet: Masked and permuted pre-training for language under- standing,.

AI-Generated Song Detection via Lyrics Transcripts Mpnet: Masked and permuted pre-training for language under- standing,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:39.651774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5d7a6541-c08a-4a0f-a2a0-0d15ee419ae2 · outbound

This paper cites Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transform- ers,.

AI-Generated Song Detection via Lyrics Transcripts Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transform- ers,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:39.446174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 26220ba5-0f02-4be8-bdb4-06b9841975fe · outbound

This paper cites Unsupervised cross-lingual representation learning at scale,.

AI-Generated Song Detection via Lyrics Transcripts Unsupervised cross-lingual representation learning at scale,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:39.285689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2b869c8f-3bf3-427e-bc63-6b068a8fbe48 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

AI-Generated Song Detection via Lyrics Transcripts Gemma 2: Improving Open Language Models at a Practical Size

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:35.985387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b36b84f4-980e-4dab-b273-27ceab0691f3 · outbound

This paper cites Few-shot detection of machine-generated text using style representations,.

AI-Generated Song Detection via Lyrics Transcripts Few-shot detection of machine-generated text using style representations,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:39.004831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e6f9a767-abde-424b-985a-d5bd26d68997 · outbound

This paper cites Decoupled weight decay regularization,.

AI-Generated Song Detection via Lyrics Transcripts Decoupled weight decay regularization,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:38.744833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b276835b-86e9-4fdc-83a7-fc93315b7a88 · outbound

This paper cites PyTorch Lightning,.

AI-Generated Song Detection via Lyrics Transcripts PyTorch Lightning,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:38.499150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2cf0a05b-b4cb-42c9-8209-213c9e8ea183 · outbound

This paper cites SemEval-2013 task 2: Sentiment analysis in Twitter,.

AI-Generated Song Detection via Lyrics Transcripts SemEval-2013 task 2: Sentiment analysis in Twitter,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:38.297530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fb0f6f3f-e396-4ef7-9db1-ac2f94d5634c · outbound

This paper cites Available: https://aclanthology.org/S13- 2052.

AI-Generated Song Detection via Lyrics Transcripts Available: https://aclanthology.org/S13- 2052

Reference 320

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:38.007952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5ab1b3e1-b068-4efe-b562-046356f7a690 · outbound

This paper cites Available: https://api.semanticscholar.

AI-Generated Song Detection via Lyrics Transcripts Available: https://api.semanticscholar

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:42.545158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d072ea84-1db4-42fd-b090-52a9ab46910c · outbound

This paper cites Available: https://aclanthology.org/ N19-1423.

AI-Generated Song Detection via Lyrics Transcripts Available: https://aclanthology.org/ N19-1423

Reference 4186

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:39.899033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation ce4428dc-3fa8-4e59-9f91-6f5312d725a4 · inbound

AI-Generated Song Detection via Lyrics Transcripts cites this paper.

AI-Generated Song Detection via Lyrics Transcripts AI-Generated Song Detection via Lyrics Transcripts

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:24.313130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7b0fa7b-ef2f-4fff-b677-441b36689687 · inbound

HAIM: Human-AI Music Datasets for AI Music Production Tracking Benchmark cites this paper.

HAIM: Human-AI Music Datasets for AI Music Production Tracking Benchmark AI-Generated Song Detection via Lyrics Transcripts

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-02T00:56:24.476050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.