Paper Citation Record · LEDGER

Children's Voice Privacy: First Steps And Emerging Challenges

As of 7 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 2 inbound Pith citation observations for arXiv:2506.00100.

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

pith.paper-citation-record.v1
2506.00100 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:22:31.870661Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:22:28.083178Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T00:34:47.277963Z

Reference resolution

44 of 44 outbound references displayed

verified exact2
verified fuzzy32
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e74f1187-70ff-47ec-a450-c8cd4f0d24ed · outbound

This paper cites an unresolved cited work.

Children's Voice Privacy: First Steps And Emerging Challenges Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:22:39.916228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3ed98487-e6bf-4238-a889-af871806f045 · outbound

This paper cites Children's Voice Privacy: First Steps And Emerging Challenges.

Children's Voice Privacy: First Steps And Emerging Challenges Children's Voice Privacy: First Steps And Emerging Challenges

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:22:28.083178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d3c175b-8b50-44ee-a386-e892b5339113 · outbound

This paper cites an unresolved cited work.

Children's Voice Privacy: First Steps And Emerging Challenges Unresolved cited work

Reference 3

Resolution: verified exact; raw_fallback, observed 2026-08-07T12:22:32.427676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5deae37d-bf6e-4058-903a-99d9ad230829 · outbound

This paper cites One of the major challenges is identifying the exact sources of degradation in utility metrics.

Children's Voice Privacy: First Steps And Emerging Challenges One of the major challenges is identifying the exact sources of degradation in utility metrics

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:39.535795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 887f4d81-6036-4d8b-84a3-c1bf2c885a2b · outbound

This paper cites Through experiments on diverse children’s speech datasets, the results indicate that anonymization to adult speech with existing systems can enhance privacy to certain degree.

Children's Voice Privacy: First Steps And Emerging Challenges Through experiments on diverse children’s speech datasets, the results indicate that anonymization to adult speech with existing systems can enhance privacy to certain degree

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:39.322790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4346b2a9-f90d-4348-8445-bda4c84442fc · outbound

This paper cites 219726) and by the Inno- suisse through the flagship project IICT: Inclusive Informa- tion and Communication Technologies (grant agreement no.

Children's Voice Privacy: First Steps And Emerging Challenges 219726) and by the Inno- suisse through the flagship project IICT: Inclusive Informa- tion and Communication Technologies (grant agreement no

Reference 6

Resolution: verified exact; doi, observed 2026-08-07T12:22:32.095515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 754eb39f-ed1e-41fe-ae8c-a472f949056a · outbound

This paper cites Un- veiling biases while embracing sustainability: Assessing the dual challenges of automatic speech recognition systems,.

Children's Voice Privacy: First Steps And Emerging Challenges Un- veiling biases while embracing sustainability: Assessing the dual challenges of automatic speech recognition systems,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:37.905676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 396ce757-6a6a-4929-968d-80c06fd69ec8 · outbound

This paper cites Automated speech scoring for non- native middle school students with multiple task types,.

Children's Voice Privacy: First Steps And Emerging Challenges Automated speech scoring for non- native middle school students with multiple task types,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:39.097769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6a8fd879-0821-4158-be2c-3f79b85dc2d6 · outbound

This paper cites Teens, social media and technology 2022,.

Children's Voice Privacy: First Steps And Emerging Challenges Teens, social media and technology 2022,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:38.886969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ead1f84d-7715-45b4-a925-b66712fd7b11 · outbound

This paper cites Exploring discrete speech units for privacy-preserving and efficient speech recognition for school-aged and preschool children,.

Children's Voice Privacy: First Steps And Emerging Challenges Exploring discrete speech units for privacy-preserving and efficient speech recognition for school-aged and preschool children,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:37.279362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0ed06df0-197e-4f72-95be-dcc3a26049a9 · outbound

This paper cites an unresolved cited work.

Children's Voice Privacy: First Steps And Emerging Challenges Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:22:38.559398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 187773f9-4487-4b7b-b01e-e81c07772b55 · outbound

This paper cites Youth, privacy and online me- dia: Framing the right to privacy in public policy-making,.

Children's Voice Privacy: First Steps And Emerging Challenges Youth, privacy and online me- dia: Framing the right to privacy in public policy-making,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:38.299483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eef46070-e151-4354-807a-a52f93014f59 · outbound

This paper cites Acoustics of children’s speech: Developmental changes of temporal and spectral parame- ters,.

Children's Voice Privacy: First Steps And Emerging Challenges Acoustics of children’s speech: Developmental changes of temporal and spectral parame- ters,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:22:29.037829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdd2f106-1b6b-4dc7-9dbc-a85a2d4813e6 · outbound

This paper cites Speech production variability in fricatives of children and adults: Results of func- tional data analysis,.

Children's Voice Privacy: First Steps And Emerging Challenges Speech production variability in fricatives of children and adults: Results of func- tional data analysis,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:38.094313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 205d4b70-4f91-4b44-9396-b6307d1424da · outbound

This paper cites The VoicePrivacy 2024 Challenge Evaluation Plan,.

Children's Voice Privacy: First Steps And Emerging Challenges The VoicePrivacy 2024 Challenge Evaluation Plan,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:36.565894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e53259ab-ee14-41ef-974e-c079cd2effdf · outbound

This paper cites Analysis of disfluency in children’s speech,.

Children's Voice Privacy: First Steps And Emerging Challenges Analysis of disfluency in children’s speech,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:37.715677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 431b4ff0-1ce3-4b36-93fc-ea50508aa003 · outbound

This paper cites On the protection of natural persons with regard to the processing of personal data and on the free movement of such data, and repealing Directive 95/46/EC (GDPR),.

Children's Voice Privacy: First Steps And Emerging Challenges On the protection of natural persons with regard to the processing of personal data and on the free movement of such data, and repealing Directive 95/46/EC (GDPR),

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:37.500014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation af25c151-3959-43b4-9d07-667fab565848 · outbound

This paper cites Samrómur Children: An Icelandic Speech Corpus,.

Children's Voice Privacy: First Steps And Emerging Challenges Samrómur Children: An Icelandic Speech Corpus,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:35.793734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dfac7d42-f617-4476-8ac5-7794dfde365d · outbound

This paper cites Ad- dressing challenges in speaker anonymization to maintain utility while ensuring privacy of pathological speech,.

Children's Voice Privacy: First Steps And Emerging Challenges Ad- dressing challenges in speaker anonymization to maintain utility while ensuring privacy of pathological speech,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:37.052917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fa875b1a-53d5-4e50-924f-7e225795f4eb · outbound

This paper cites Differential privacy for protecting patient data in speech disorder detection using deep learning,.

Children's Voice Privacy: First Steps And Emerging Challenges Differential privacy for protecting patient data in speech disorder detection using deep learning,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:22:29.582443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 227a65e6-55ec-4d24-9f6b-6060c3bbcae7 · outbound

This paper cites Privacy- preserving speech analytics for automatic assessment of student collaboration,.

Children's Voice Privacy: First Steps And Emerging Challenges Privacy- preserving speech analytics for automatic assessment of student collaboration,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:36.875225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 40a78757-5aa0-4089-8c10-d0e7718b1632 · outbound

This paper cites The V oicePrivacy 2020 Challenge Evaluation Plan,.

Children's Voice Privacy: First Steps And Emerging Challenges The V oicePrivacy 2020 Challenge Evaluation Plan,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:36.677854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 99c3eb08-d782-4606-bdef-01b081735f19 · outbound

This paper cites Prosody is not identity: A speaker anonymization approach using prosody cloning,.

Children's Voice Privacy: First Steps And Emerging Challenges Prosody is not identity: A speaker anonymization approach using prosody cloning,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:34.633923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 43d57373-4b8a-41f3-a88f-f4576298767f · outbound

This paper cites My science tutor: A con- versational multimedia virtual tutor.

Children's Voice Privacy: First Steps And Emerging Challenges My science tutor: A con- versational multimedia virtual tutor

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:36.291407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 074d2b69-cb40-4dad-9018-3f6c91172856 · outbound

This paper cites speechocean762: An Open- Source Non-Native English Speech Corpus for Pronunciation As- sessment,.

Children's Voice Privacy: First Steps And Emerging Challenges speechocean762: An Open- Source Non-Native English Speech Corpus for Pronunciation As- sessment,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:36.026704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6c7bdf09-84d3-41d3-8671-af9ebc23c5e6 · outbound

This paper cites V oice Conversion With Just Nearest Neighbors,.

Children's Voice Privacy: First Steps And Emerging Challenges V oice Conversion With Just Nearest Neighbors,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:33.900780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 602cc53e-c33e-402e-9d35-080d96659f61 · outbound

This paper cites Lib- rispeech: An ASR corpus based on public domain audio books,.

Children's Voice Privacy: First Steps And Emerging Challenges Lib- rispeech: An ASR corpus based on public domain audio books,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:35.519640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 508df5e1-3237-4495-a7d6-e49b31491223 · outbound

This paper cites Common V oice: A Massively-Multilingual Speech Corpus,.

Children's Voice Privacy: First Steps And Emerging Challenges Common V oice: A Massively-Multilingual Speech Corpus,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:35.255443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4f1c0c35-313a-45fa-a6b4-7bd560859e8d · outbound

This paper cites Speaker Anonymisation Using the McAdams Coefficient,.

Children's Voice Privacy: First Steps And Emerging Challenges Speaker Anonymisation Using the McAdams Coefficient,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:22:30.377763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7598b7af-3013-4eab-a414-36ba4990c98a · outbound

This paper cites Anonymizing Speech: Evaluating and Designing Speaker Anonymization Techniques,.

Children's Voice Privacy: First Steps And Emerging Challenges Anonymizing Speech: Evaluating and Designing Speaker Anonymization Techniques,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:34.937305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 23063b36-18db-4bab-a375-ca82793b38c2 · outbound

This paper cites We obtained ASV scores by computing the cosine similarity between the mean speaker embedding of enrollment/impostor utterances and test utterances.

Children's Voice Privacy: First Steps And Emerging Challenges We obtained ASV scores by computing the cosine similarity between the mean speaker embedding of enrollment/impostor utterances and test utterances

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:39.726495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fe1bc409-9d6e-4c18-ab4f-b85e2aab7bf6 · outbound

This paper cites Design Choices for X-vector Based Speaker Anonymization,.

Children's Voice Privacy: First Steps And Emerging Challenges Design Choices for X-vector Based Speaker Anonymization,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:34.234380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1415f928-65bb-497d-9082-4b0e70f24edd · outbound

This paper cites Speaker anonymization using neural audio codec language models,.

Children's Voice Privacy: First Steps And Emerging Challenges Speaker anonymization using neural audio codec language models,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:22:30.809692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fb4c5b7-0635-4de3-99cf-1ab4b7481011 · outbound

This paper cites SamróMur MilljóN: An ASR corpus of one million verified read prompts in Icelandic,.

Children's Voice Privacy: First Steps And Emerging Challenges SamróMur MilljóN: An ASR corpus of one million verified read prompts in Icelandic,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:33.039334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b4158e3-38ce-41c8-89f0-b068bcbee4c7 · outbound

This paper cites Com- paring Speech Anonymization Efficacy by V oice Conversion Us- ing KNN and Disentangled Speaker Feature Representations,.

Children's Voice Privacy: First Steps And Emerging Challenges Com- paring Speech Anonymization Efficacy by V oice Conversion Us- ing KNN and Disentangled Speaker Feature Representations,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:33.577986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e1c88c02-8800-49ef-8993-c81511b2d1d0 · outbound

This paper cites Unsupervised rhythm and voice conversion of dysarthric to healthy speech for ASR,.

Children's Voice Privacy: First Steps And Emerging Challenges Unsupervised rhythm and voice conversion of dysarthric to healthy speech for ASR,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:33.517364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fb684831-5281-4a3a-a3e4-31e1655d5035 · outbound

This paper cites Rhythm modeling for voice conversion,.

Children's Voice Privacy: First Steps And Emerging Challenges Rhythm modeling for voice conversion,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:22:31.158622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c2690e4-b016-409a-902a-b6cea6ba0fc8 · outbound

This paper cites The LJ speech dataset,.

Children's Voice Privacy: First Steps And Emerging Challenges The LJ speech dataset,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:22:31.287733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed4c00c4-5ce6-43e9-8148-3d50de36c272 · outbound

This paper cites ECAPA- TDNN: Emphasized Channel Attention, Propagation and Ag- gregation in TDNN Based Speaker Verification,.

Children's Voice Privacy: First Steps And Emerging Challenges ECAPA- TDNN: Emphasized Channel Attention, Propagation and Ag- gregation in TDNN Based Speaker Verification,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T12:22:31.422554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44e6b928-87a6-40b6-bfd4-1d0eba90489a · outbound

This paper cites V oxCeleb2: Deep speaker recognition,.

Children's Voice Privacy: First Steps And Emerging Challenges V oxCeleb2: Deep speaker recognition,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:33.385373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6efdd575-d967-491a-ae7b-040d297705ac · outbound

This paper cites Privacy and utility of x-vector based speaker anonymization,.

Children's Voice Privacy: First Steps And Emerging Challenges Privacy and utility of x-vector based speaker anonymization,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:33.200867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 11268b17-dfc2-49eb-b446-14b2cba5a503 · outbound

This paper cites HIFI++: A Uni- fied Framework for Bandwidth Extension and Speech Enhance- ment,.

Children's Voice Privacy: First Steps And Emerging Challenges HIFI++: A Uni- fied Framework for Bandwidth Extension and Speech Enhance- ment,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:32.836780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d00c3e64-587d-4a2c-be5e-4c9620431881 · outbound

This paper cites BeaqleJS: HTML5 and JavaScript based Framework for the Subjective Evaluation of Audio Quality,.

Children's Voice Privacy: First Steps And Emerging Challenges BeaqleJS: HTML5 and JavaScript based Framework for the Subjective Evaluation of Audio Quality,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:32.611018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 35eb4864-5b44-4c27-8bff-4210f4d7b16f · outbound

This paper cites Available: https://www.pewresearch.org/internet/ 2022/08/10/teens-social-media-and-technology-2022.

Children's Voice Privacy: First Steps And Emerging Challenges Available: https://www.pewresearch.org/internet/ 2022/08/10/teens-social-media-and-technology-2022

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:22:38.746801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 3ed98487-e6bf-4238-a889-af871806f045 · inbound