Paper Citation Record · LEDGER

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models

As of 15 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2508.21248.

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

pith.paper-citation-record.v1
2508.21248 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:31:01.532193Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

38 of 38 outbound references displayed

verified exact4
verified fuzzy20
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1164fa50-95b3-4fa2-a3a4-2cc561ea4ae6 · outbound

This paper cites Weintraub, Lvcsr log-likelihood ratio scoring for keyword spotting, in: International Conference on Acoustics, Speech, and Signal Processing, V ol.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Weintraub, Lvcsr log-likelihood ratio scoring for keyword spotting, in: International Conference on Acoustics, Speech, and Signal Processing, V ol

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.380782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation eff72671-7dc6-4c7f-93d2-3567c9faf412 · outbound

This paper cites Sz ¨oke, P.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Sz ¨oke, P

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.373735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c315532e-2fcb-45f9-846a-ee26da29e635 · outbound

This paper cites an unresolved cited work.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:02.366091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2911cd38-8790-49ee-bf52-829253d74612 · outbound

This paper cites an unresolved cited work.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:02.358665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 73b5a7c3-cf09-46b8-b304-81c1fd5ceaa2 · outbound

This paper cites Online Keyword Spotting with a Character-Level Recurrent Neural Network.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Online Keyword Spotting with a Character-Level Recurrent Neural Network

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:31:02.161740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5fa70fa0-04cf-4a22-8e98-c9c483a88331 · outbound

This paper cites L ´opez-Espejo, Z.-H.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models L ´opez-Espejo, Z.-H

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.351500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2ea54f69-d9e7-41e4-b748-0b50012ea391 · outbound

This paper cites Mazumder, C.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Mazumder, C

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.344641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f40f8cfb-2160-4373-9302-2c129ee15d91 · outbound

This paper cites an unresolved cited work.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-08-05T14:31:01.826110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c7e52f8d-9675-4445-b93d-1c5cf55d93c6 · outbound

This paper cites Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T14:30:59.158448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf0107e4-eebc-4aa9-9ec2-52f32ce02272 · outbound

This paper cites Hussain, V.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Hussain, V

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.337397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e8c03a60-218e-45c2-b46e-9c07c08402c6 · outbound

This paper cites Noise-Robust Keyword Spotting through Self-supervised Pretraining.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Noise-Robust Keyword Spotting through Self-supervised Pretraining

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:31:02.143993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7494ae9b-35c6-4ed2-ac30-38f68aadedd8 · outbound

This paper cites Baevski, Y.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Baevski, Y

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.330476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation eab0bcda-cc2e-4dfd-b2f2-78367ca2f375 · outbound

This paper cites an unresolved cited work.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:02.323912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 969b20c2-65a5-4038-80ce-d6ac01420d0a · outbound

This paper cites an unresolved cited work.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:02.317342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 190dc909-050a-419e-8452-5aa38e0fae71 · outbound

This paper cites Huang, M.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Huang, M

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.310033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f0e2027c-349f-4c5a-91de-2d243c19a7b9 · outbound

This paper cites Radford, J.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Radford, J

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.303634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 308fc503-f5a4-44fb-9e49-99518ebf2241 · outbound

This paper cites Sinha, M.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Sinha, M

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.296698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 653208e2-1996-4f96-bc76-7c25354b4f19 · outbound

This paper cites an unresolved cited work.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:02.289764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation de6e2034-6282-4ef5-969a-87a578429cad · outbound

This paper cites an unresolved cited work.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:02.283330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d422c06b-c2fd-4ba7-8247-e04ed71ffb46 · outbound

This paper cites Multilingual acoustic word embeddings for zero-resource languages.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Multilingual acoustic word embeddings for zero-resource languages

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:31:02.132396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6e8422da-8f80-4a30-9a41-49fccbb9dc75 · outbound

This paper cites an unresolved cited work.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:02.276646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d8891496-7381-4abc-87d8-74b8645ade58 · outbound

This paper cites Baevski, W.-N.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Baevski, W.-N

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.269930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bd12c7d0-1679-4a7a-b307-a090ea04cd14 · outbound

This paper cites Povey, A.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Povey, A

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.263448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3a6fdaa5-092f-4761-940f-777911b05c44 · outbound

This paper cites Robinson, J.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Robinson, J

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.256319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d50db5b4-d16d-4bee-abe6-c8d65a673563 · outbound

This paper cites Batliner, M.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Batliner, M

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.249399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1ce302f7-8705-4505-8049-8c87c9a12c0b · outbound

This paper cites an unresolved cited work.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:02.242734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7b17c7e5-b3fb-4083-a230-c9bda137cb88 · outbound

This paper cites Pattanayak, G.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Pattanayak, G

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.236099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 50ddd08b-15cc-4d04-91be-e98eb5f24fc8 · outbound

This paper cites Shahnawazuddin, K.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Shahnawazuddin, K

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.229445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 75608b21-b827-4830-aa36-4c92a0f83ba5 · outbound

This paper cites Wegmann, A.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Wegmann, A

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.222770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9f814a3b-4e28-48f6-8cf7-8abca10c425e · outbound

This paper cites an unresolved cited work.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:02.215825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7654ed24-4d79-4a97-b4b4-046ada851fa7 · outbound

This paper cites an unresolved cited work.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:02.209298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 477e6254-5db2-449f-a4d0-250895a579c8 · outbound

This paper cites Kathania, M.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Kathania, M

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.201490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d089e7a1-d249-44ec-8b7b-f14cf2119a41 · outbound

This paper cites an unresolved cited work.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:02.193577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b0b019b9-11e5-4573-ae61-ea238ba0e9c2 · outbound

This paper cites Eskenazi, J.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Eskenazi, J

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.185337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 20a25f3f-3cfe-4f25-9dae-680b77f185cb · outbound

This paper cites Panayotov, G.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Panayotov, G

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T14:31:01.155880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0b19104-e00a-49be-8717-552cbc8811d3 · outbound

This paper cites Varga, H.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Varga, H

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.177492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 48915167-a47d-423e-9479-58b4ec604ddc · outbound

This paper cites MUSAN: A Music, Speech, and Noise Corpus.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models MUSAN: A Music, Speech, and Noise Corpus

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T14:31:01.416786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bfe59f1-bda4-4428-9aea-2a4a07624adb · outbound

This paper cites Pattanayak, G.

Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models Pattanayak, G

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.169868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

No inbound Pith citation observations are available.