Paper Citation Record · LEDGER

Content Anonymization for Privacy in Long-form Audio

As of 7 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 2 inbound Pith citation observations for arXiv:2510.12780.

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

pith.paper-citation-record.v1
2510.12780 v3

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:55:03.533462Z

measured 35 of 35 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 2026-08-04T09:55:01.352298Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T06:51:46.156840Z

Reference resolution

33 of 33 outbound references displayed

verified exact0
verified fuzzy0
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d7e58037-664f-4a0e-9423-89f41727306b · outbound

This paper cites Exist- ing approaches, driven by benchmarks like the V oicePrivacy Chal- lenge, have shown success at the utterance-level [1].

Content Anonymization for Privacy in Long-form Audio Exist- ing approaches, driven by benchmarks like the V oicePrivacy Chal- lenge, have shown success at the utterance-level [1]

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:01.289102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 960f6b6b-4fba-4368-a4a4-97db344123fb · outbound

This paper cites Content Anonymization for Privacy in Long-form Audio.

Content Anonymization for Privacy in Long-form Audio Content Anonymization for Privacy in Long-form Audio

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:01.352298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d9f1a3b-e426-43b7-96de-3d23f1b0454a · outbound

This paper cites In this approach, the original audio is first transcribed into text by an ASR system.

Content Anonymization for Privacy in Long-form Audio In this approach, the original audio is first transcribed into text by an ASR system

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:01.420460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5437161d-e6f6-4167-854b-4748ba0b2695 · outbound

This paper cites an unresolved cited work.

Content Anonymization for Privacy in Long-form Audio Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:01.503230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5cd365e-7c0e-4b45-8ea2-1c4068f0da75 · outbound

This paper cites flattens.

Content Anonymization for Privacy in Long-form Audio flattens

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:01.640102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be56cafb-174a-40da-beb8-0ecd5d036127 · outbound

This paper cites content gap.

Content Anonymization for Privacy in Long-form Audio content gap

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:01.704258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd721535-6a74-4e99-93b5-d399f374a530 · outbound

This paper cites an unresolved cited work.

Content Anonymization for Privacy in Long-form Audio Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:01.775370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efee908c-4c40-45a5-98d1-eb10fc555189 · outbound

This paper cites The VoicePrivacy 2024 Challenge Evaluation Plan.

Content Anonymization for Privacy in Long-form Audio The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:01.815086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25fbdac6-d4fc-4265-acda-3a4538d9cdc9 · outbound

This paper cites HLTCOE Submission to the 2024 V oicePrivacy Challenge,.

Content Anonymization for Privacy in Long-form Audio HLTCOE Submission to the 2024 V oicePrivacy Challenge,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:01.862328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b6164bf-0630-4f31-9471-6c4615f6420e · outbound

This paper cites Use Cases for V oice Anonymization,.

Content Anonymization for Privacy in Long-form Audio Use Cases for V oice Anonymization,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:01.926670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a822ff14-96eb-48c9-b392-bb02298077c5 · outbound

This paper cites Can Authorship Attribution Models Distinguish Speakers in Speech Transcripts?,.

Content Anonymization for Privacy in Long-form Audio Can Authorship Attribution Models Distinguish Speakers in Speech Transcripts?,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:01.951288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 814f046c-076f-4992-9490-292ef0652957 · outbound

This paper cites The Impact of Automatic Speech Transcription on Speaker Attribution,.

Content Anonymization for Privacy in Long-form Audio The Impact of Automatic Speech Transcription on Speaker Attribution,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:02.043099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19b87d0b-3b72-4700-b60b-39508f425e19 · outbound

This paper cites Gemma 3 Technical Report.

Content Anonymization for Privacy in Long-form Audio Gemma 3 Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:02.125221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc7c56e7-9cfb-49ac-b827-bbc3a1140310 · outbound

This paper cites Re- visiting speech content privacy,.

Content Anonymization for Privacy in Long-form Audio Re- visiting speech content privacy,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:02.196886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71c61e10-1124-41db-93f8-b6162128f24f · outbound

This paper cites New challenges for content privacy in speech and audio,.

Content Anonymization for Privacy in Long-form Audio New challenges for content privacy in speech and audio,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:02.249215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5499347-9c1c-4a52-8eb2-2bff53df0b66 · outbound

This paper cites Exploratory evaluation of speech content masking,.

Content Anonymization for Privacy in Long-form Audio Exploratory evaluation of speech content masking,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:02.329228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8f39490-a03c-428b-831c-d3d8b8f2afad · outbound

This paper cites Adapting language models when training on privacy-transformed data,.

Content Anonymization for Privacy in Long-form Audio Adapting language models when training on privacy-transformed data,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:02.428507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea672a7a-1769-493a-bc8a-a4a4d3f2f4d8 · outbound

This paper cites Se- cureSpeech: Prompt-based Speaker and Content Protection,.

Content Anonymization for Privacy in Long-form Audio Se- cureSpeech: Prompt-based Speaker and Content Protection,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:02.453720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbc171f2-9464-43e2-ba66-d777ab89b516 · outbound

This paper cites Surveying Stylom- etry Techniques and Applications,.

Content Anonymization for Privacy in Long-form Audio Surveying Stylom- etry Techniques and Applications,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:02.540978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13661df0-ff26-474c-8c6d-d8b9ed317a5a · outbound

This paper cites A Survey of Modern Authorship At- tribution Methods,.

Content Anonymization for Privacy in Long-form Audio A Survey of Modern Authorship At- tribution Methods,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:02.575682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 782900b7-89f7-474a-b84a-75a06f89c735 · outbound

This paper cites Learning Universal Authorship Represen- tations,.

Content Anonymization for Privacy in Long-form Audio Learning Universal Authorship Represen- tations,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:02.642375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f99724e-b7cf-409d-9607-8e935ec9f865 · outbound

This paper cites Same Author or Just Same Topic? Towards Content-Independent Style Representations,.

Content Anonymization for Privacy in Long-form Audio Same Author or Just Same Topic? Towards Content-Independent Style Representations,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:02.721509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a7ac14f-d947-4c63-80a6-fdfced562953 · outbound

This paper cites HLTCOE Submission to the V oicePrivacy Attacker Challenge,.

Content Anonymization for Privacy in Long-form Audio HLTCOE Submission to the V oicePrivacy Attacker Challenge,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:02.828505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9e76cef-ceea-4b54-aa79-ac513377a03f · outbound

This paper cites The Fisher Corpus: A Resource for the Next Generations of Speech-to-Text,.

Content Anonymization for Privacy in Long-form Audio The Fisher Corpus: A Resource for the Next Generations of Speech-to-Text,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:02.878466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 246cbfba-2679-4ce8-aed5-fcc970c715c3 · outbound

This paper cites XTTS: a Mas- sively Multilingual Zero-Shot Text-to-Speech Model,.

Content Anonymization for Privacy in Long-form Audio XTTS: a Mas- sively Multilingual Zero-Shot Text-to-Speech Model,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:02.961509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed0a8d2d-fe62-4757-bb89-d1192e5134be · outbound

This paper cites V oxCeleb2: Deep Speaker Recognition,.

Content Anonymization for Privacy in Long-form Audio V oxCeleb2: Deep Speaker Recognition,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:02.997742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbee2d0f-3ceb-466c-b115-75a52ea3caac · outbound

This paper cites A Deep Metric Learning Approach to Account Linking,.

Content Anonymization for Privacy in Long-form Audio A Deep Metric Learning Approach to Account Linking,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:03.060086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6f2c45c-54cd-4cb7-be2a-84ea0e896ccd · outbound

This paper cites Spotting LLMs with Binoc- ulars: Zero-shot detection of machine-generated text,.

Content Anonymization for Privacy in Long-form Audio Spotting LLMs with Binoc- ulars: Zero-shot detection of machine-generated text,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:03.219337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 244bf4f6-9431-4f1c-ac0c-107f73a3b632 · outbound

This paper cites UTMOS: UTokyo-SaruLab System for V oiceMOS Challenge 2022,.

Content Anonymization for Privacy in Long-form Audio UTMOS: UTokyo-SaruLab System for V oiceMOS Challenge 2022,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:03.250377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08cb08c7-ae74-4e41-a898-3415be69db93 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks,.

Content Anonymization for Privacy in Long-form Audio Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:03.264873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8af00190-5eaf-4f46-8722-960fbf1dc446 · outbound

This paper cites GPT-5 System Card,.

Content Anonymization for Privacy in Long-form Audio GPT-5 System Card,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:03.367722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acea1ef3-59bb-45c0-afd9-5d9660b3256a · outbound

This paper cites Automatic Speaker Verification Spoofing and Deepfake Detection Using Wav2vec 2.0 and Data Augmentation,.

Content Anonymization for Privacy in Long-form Audio Automatic Speaker Verification Spoofing and Deepfake Detection Using Wav2vec 2.0 and Data Augmentation,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:03.429312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f4d7fd8-4b7c-448e-9570-658fc12ecb94 · outbound

This paper cites Encoder-Decoder Based Attractors for End-to-End Neural Diarization,.

Content Anonymization for Privacy in Long-form Audio Encoder-Decoder Based Attractors for End-to-End Neural Diarization,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:03.533462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 960f6b6b-4fba-4368-a4a4-97db344123fb · inbound