Paper Citation Record · LEDGER

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings

As of 23 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 2 inbound Pith citation observations for arXiv:2506.20609.

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

pith.paper-citation-record.v1
2506.20609 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:47:29.552288Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T22:35:57.194589Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T02:49:25.135577Z

Reference resolution

25 of 25 outbound references displayed

verified exact3
verified fuzzy16
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d027ebc6-cfae-4c18-85c9-0c1fc515ecbb · outbound

This paper cites Mass shootings database,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Mass shootings database,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:30.118395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7117ea5c-34e6-44f0-8a00-ccb5726d69de · outbound

This paper cites ShotSpotter ® Gunshot Detection System,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings ShotSpotter ® Gunshot Detection System,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:30.104605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 479416bc-a673-4b65-a233-e4de5b357d24 · outbound

This paper cites Latest achievements in gunfire detection systems,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Latest achievements in gunfire detection systems,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:30.090487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9960d914-48a9-4374-a45b-2a8c1401330f · outbound

This paper cites Classification and modeling of acoustic gunshot signatures,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Classification and modeling of acoustic gunshot signatures,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:30.076108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 50b10653-792a-4a6e-af6c-f04f07fb792b · outbound

This paper cites Gun type recognition from gunshot audio recordings,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Gun type recognition from gunshot audio recordings,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:30.062948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1d6e9fcf-2982-479d-9d06-614c63677408 · outbound

This paper cites Sound of guns: digital forensics of gun audio samples meets artificial intelligence,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Sound of guns: digital forensics of gun audio samples meets artificial intelligence,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:30.048935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2e9608b9-8e30-4d63-aeee-9e835ccef454 · outbound

This paper cites Measurements, analysis, classification, and detection of gunshot and gunshot-like sounds,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Measurements, analysis, classification, and detection of gunshot and gunshot-like sounds,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:30.033745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e6d6f984-6b34-4c51-b10e-704ea9a06c54 · outbound

This paper cites Acoustical characterization of gunshots,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Acoustical characterization of gunshots,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:30.019261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7742e9d3-b00c-40ef-b63a-4a29a5e6b7da · outbound

This paper cites Deciphering gunshot recordings,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Deciphering gunshot recordings,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:30.005155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 23adfc14-f4ef-442a-b7af-fcf2757bb8ac · outbound

This paper cites Impulse acoustic event detection, classification, and localization system,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Impulse acoustic event detection, classification, and localization system,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:29.991310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f435a114-e1d1-44fa-aa65-210b7ee8e4cb · outbound

This paper cites Technical Report of the Video Event Reconstruction and Analysis (VERA) System -- Shooter Localization, Models, Interface, and Beyond.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Technical Report of the Video Event Reconstruction and Analysis (VERA) System -- Shooter Localization, Models, Interface, and Beyond

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:47:29.885952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 35405525-49a3-4ce9-9dd4-754da84bd6b6 · outbound

This paper cites Modeling and signal processing of acoustic gunshot recordings,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Modeling and signal processing of acoustic gunshot recordings,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:29.977710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c6070ab3-f209-414e-88fa-0675dc650258 · outbound

This paper cites openxbow–introducing the passau open- source crossmodal bag-of-words toolkit,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings openxbow–introducing the passau open- source crossmodal bag-of-words toolkit,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:29.500767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de013a74-0fbd-4d33-95bc-ceafeafe2e6b · outbound

This paper cites At the border of acoustics and linguistics: Bag-of-audio-words for the recognition of emotions in speech,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings At the border of acoustics and linguistics: Bag-of-audio-words for the recognition of emotions in speech,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:29.955349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 70db0756-21e6-47de-a75c-473180aa141d · outbound

This paper cites Computational Audition with Imprecise Labels,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Computational Audition with Imprecise Labels,

Reference 15

Resolution: verified exact; raw_fallback, observed 2026-08-06T22:47:29.866797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1041f516-37e8-44ac-9a69-63ad83503dba · outbound

This paper cites Audio event detection using weakly labeled data,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Audio event detection using weakly labeled data,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:29.513170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d44c70f8-fdad-4b84-9c0a-2e4aeeec1de7 · outbound

This paper cites AST: Audio Spectrogram Transformer.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings AST: Audio Spectrogram Transformer

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:29.517169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dd77a64-24fe-4148-a96f-28bab035df86 · outbound

This paper cites Co-teaching: Robust training of deep neural networks with extremely noisy labels,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Co-teaching: Robust training of deep neural networks with extremely noisy labels,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:29.940445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6cf39bf2-6abd-4b1e-b68b-c953b95a33be · outbound

This paper cites Support vector machine,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Support vector machine,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:29.926612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation daee9873-93bc-46ca-9a23-8658cee4bc7b · outbound

This paper cites Importance of negative sampling in weak label learning,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Importance of negative sampling in weak label learning,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:29.913121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 118a9c7f-7d4a-442a-942a-3143416d41cc · outbound

This paper cites Learning Sound Events From Webly Labeled Data.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Learning Sound Events From Webly Labeled Data

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:47:29.701928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e63173d4-2286-4748-a6d1-34d17a627b8b · outbound

This paper cites A Closer Look at Weak Label Learning for Audio Events.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings A Closer Look at Weak Label Learning for Audio Events

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:29.538662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e508ca6e-07f8-4235-9023-d9322b1f1c79 · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings mixup: Beyond Empirical Risk Minimization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:29.543451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38741836-ac17-4ea6-9dcb-b79bbbe10580 · outbound

This paper cites Low cost gunshot detection using deep learning on the raspberry pi,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Low cost gunshot detection using deep learning on the raspberry pi,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:29.899738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b1329339-3ca6-4013-83da-9c8684ad24c7 · outbound

This paper cites Shooter localization using social media videos,.

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings Shooter localization using social media videos,

Reference 25

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T22:47:29.654020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 7185ecc6-1d8a-4506-a810-e751eda8d6e2 · inbound

Descriptor: Certus Caliber Classification Gunshot Dataset (C3GD) cites this paper.

Descriptor: Certus Caliber Classification Gunshot Dataset (C3GD) Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:19:03.546371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bbc2120a-9b1e-4d0b-8797-9ae4e33e4f6f · inbound

Exploring Feature Extraction Technique Parameters for Acoustic Gunshot Classification cites this paper.

Exploring Feature Extraction Technique Parameters for Acoustic Gunshot Classification Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:49:25.137065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.