Paper Citation Record · LEDGER

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection

As of 9 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2607.04526.

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

pith.paper-citation-record.v1
2607.04526 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T17:57:28.286530Z

measured 35 of 35 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

35 of 35 outbound references displayed

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External citation measurements

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Outbound references

Observation 8a2981a4-7bd7-4fa1-b5f6-9eeff64e155f · outbound

This paper cites Description and discussion on DCASE 2025 challenge task 2: First-shot unsupervised anomalous sound detection for machine condition monitoring,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Description and discussion on DCASE 2025 challenge task 2: First-shot unsupervised anomalous sound detection for machine condition monitoring,

Reference 1

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Observation 8e024312-871b-416b-a487-eb91179ed565 · outbound

This paper cites First- shot anomaly sound detection for machine condition monitoring: A domain generalization baseline,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection First- shot anomaly sound detection for machine condition monitoring: A domain generalization baseline,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation 35201380-e64e-4f09-a2f6-12e11cbe7403 · outbound

This paper cites Local density-based anomaly score normalization for domain generalization,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Local density-based anomaly score normalization for domain generalization,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation 800a18e3-1d4b-456f-8b54-4c5b5d46cc2d · outbound

This paper cites Sub-cluster AdaCos: Learning representations for anomalous sound detection,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Sub-cluster AdaCos: Learning representations for anomalous sound detection,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation abfd0fdb-3edf-4ad3-8e8d-7a0a717729c3 · outbound

This paper cites Self-supervised learning for anomalous sound detection,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Self-supervised learning for anomalous sound detection,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation 25fa5f29-93e6-4c7b-8085-5f9b08b5cbc3 · outbound

This paper cites AdaProj: Adaptively scaled angular margin subspace projections for anomalous sound detection with auxiliary classification tasks,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection AdaProj: Adaptively scaled angular margin subspace projections for anomalous sound detection with auxiliary classification tasks,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation 2c64740e-a689-477e-9de4-ce6b9b7d1da8 · outbound

This paper cites Handling domain shifts for anomalous sound detection: A review of DCASE-related work,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Handling domain shifts for anomalous sound detection: A review of DCASE-related work,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Unavailable: canonical work link unavailable.

Observation 25516eda-68fc-4ed5-b3de-3c0ee83f86ec · outbound

This paper cites BEATs: Audio pre-training with acoustic tokenizers,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection BEATs: Audio pre-training with acoustic tokenizers,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation e86b23b5-b9f8-4e18-b7d5-50bb7836ee64 · outbound

This paper cites EAT: Self- supervised pre-training with efficient audio transformer,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection EAT: Self- supervised pre-training with efficient audio transformer,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation b6768224-eb89-4bce-920d-cf10700cb22c · outbound

This paper cites PANNs: Large-scale pretrained audio neural networks for audio pattern recognition,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection PANNs: Large-scale pretrained audio neural networks for audio pattern recognition,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation 5e4a3dbb-bfdc-4928-af2d-3b0755e77746 · outbound

This paper cites Deep generic representations for domain-generalized anomalous sound detection,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Deep generic representations for domain-generalized anomalous sound detection,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation 43d11032-3e65-4e9f-91fb-052412f5c5e5 · outbound

This paper cites Scoring backends matter more than pooling: A systematic study of training-free anomalous sound detection under domain shift,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Scoring backends matter more than pooling: A systematic study of training-free anomalous sound detection under domain shift,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation 40986c5f-09aa-453e-9d00-663f60efd61f · outbound

This paper cites Keeping the balance: Anomaly score calculation for domain generalization,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Keeping the balance: Anomaly score calculation for domain generalization,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation cb5b2c0c-b90d-4718-af33-a3f0e2c79bc4 · outbound

This paper cites Mind the Gap: Detecting Cluster Exits for Robust Local Density-Based Score Normalization in Anomalous Sound Detection.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Mind the Gap: Detecting Cluster Exits for Robust Local Density-Based Score Normalization in Anomalous Sound Detection

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation b5dc8974-0669-419d-aa4e-fafbce23bea1 · outbound

This paper cites V ovk, A.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection V ovk, A

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation 74b7363a-52cf-4c1c-8921-2c03a8da1311 · outbound

This paper cites Inductive conformal anomaly detec- tion for sequential detection of anomalous sub-trajectories,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Inductive conformal anomaly detec- tion for sequential detection of anomalous sub-trajectories,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation ebd6b328-1854-436d-ac8b-fceae93304f6 · outbound

This paper cites Conformal prediction: A gentle introduction,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Conformal prediction: A gentle introduction,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation c514decf-09b6-427f-b2b2-5c118bc845c3 · outbound

This paper cites Class-conditional conformal prediction with many classes,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Class-conditional conformal prediction with many classes,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation f6fc0066-9e16-44bd-ba9e-6f4ce664c4d7 · outbound

This paper cites Conformal prediction with conditional guarantees,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Conformal prediction with conditional guarantees,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation b32fa61d-1ed6-4420-93c2-12770bb42611 · outbound

This paper cites Adaptive conformal anomaly detection with time series foundation models for signal monitoring,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Adaptive conformal anomaly detection with time series foundation models for signal monitoring,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

Source-reported events for the cited work

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Observation 805e98c0-ca74-4c9b-ba59-3fdeaed80dc3 · outbound

This paper cites Between resolution collapse and variance inflation: Weighted conformal anomaly detection in low-data regimes,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Between resolution collapse and variance inflation: Weighted conformal anomaly detection in low-data regimes,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ffaa109-ead9-4370-9b1c-38dc77274039 · outbound

This paper cites Conformal machine learning for reliable anomaly detection in industrial cyber-physical systems,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Conformal machine learning for reliable anomaly detection in industrial cyber-physical systems,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b1b5bfd-2079-4f43-8f45-1a4bc7766f2d · outbound

This paper cites Set valued predictions for robust domain generalization,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Set valued predictions for robust domain generalization,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation 3bd70e71-dfd1-48ca-952b-e08219d8811e · outbound

This paper cites Localized conformal prediction: a generalized inference framework for conformal prediction,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Localized conformal prediction: a generalized inference framework for conformal prediction,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

Source-reported events for the cited work

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Observation de49b5b5-f51a-4a0d-9b5b-9a20e234dfde · outbound

This paper cites Conformal prediction with local weights: ran- domization enables robust guarantees,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Conformal prediction with local weights: ran- domization enables robust guarantees,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f312267d-ee12-432c-b26c-f9a2c4ddf82a · outbound

This paper cites Estimating probabilities: A crucial task in machine learn- ing,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Estimating probabilities: A crucial task in machine learn- ing,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

Source-reported events for the cited work

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Observation 4db627a8-c731-4039-b515-1c6642a01620 · outbound

This paper cites Gelman and J.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Gelman and J

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation bd18aba5-243e-4d07-9b53-808ffda6f2dd · outbound

This paper cites Automatic unsupervised outlier model selection,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Automatic unsupervised outlier model selection,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation d28c5eda-0d59-4d10-847f-94f7840da866 · outbound

This paper cites Unsu- pervised model selection for time-series anomaly detection,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Unsu- pervised model selection for time-series anomaly detection,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation ef9ac1ba-ad28-4f82-bede-d708a83fce5c · outbound

This paper cites Covariate shift adap- tation by importance weighted cross validation,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Covariate shift adap- tation by importance weighted cross validation,

Reference 30

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Observation 97fea8be-d223-4d33-b8a0-1bdd264e4554 · outbound

This paper cites Towards accurate model se- lection in deep unsupervised domain adaptation,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Towards accurate model se- lection in deep unsupervised domain adaptation,

Reference 31

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Observation 54db0862-228b-48ff-894a-108975023526 · outbound

This paper cites Tune it the right way: Unsupervised validation of domain adaptation via soft neighborhood density,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Tune it the right way: Unsupervised validation of domain adaptation via soft neighborhood density,

Reference 32

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Observation bcf9c149-fefe-4c5f-9113-d9b78b9d1420 · outbound

This paper cites ToyADMOS2: Another dataset of miniature-machine operating sounds for anomalous sound detection under domain shift conditions,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection ToyADMOS2: Another dataset of miniature-machine operating sounds for anomalous sound detection under domain shift conditions,

Reference 33

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Observation dfc5ccd5-8f72-4bc2-863e-28ccdc2cf401 · outbound

This paper cites MIMII DG: Sound dataset for mal- functioning industrial machine investigation and inspection for domain generalization task,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection MIMII DG: Sound dataset for mal- functioning industrial machine investigation and inspection for domain generalization task,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Observation b070dadb-5ec9-4ec7-98f9-9965cdc12a9d · outbound

This paper cites Description and discussion on DCASE 2026 challenge task 2: Noise-aware unsupervised anomalous sound detection for machine condition monitoring,.

Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection Description and discussion on DCASE 2026 challenge task 2: Noise-aware unsupervised anomalous sound detection for machine condition monitoring,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-11T17:57:28.286530Z

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Pith citing papers

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