Paper Citation Record · LEDGER

Speaker Anonymisation for Speech-based Suicide Risk Detection

As of 21 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2509.22148.

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

pith.paper-citation-record.v1
2509.22148 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:48:32.068644Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:48:31.561130Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T15:48:32.351247Z

Reference resolution

31 of 31 outbound references displayed

verified exact2
verified fuzzy23
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ed5426ad-0a44-4e47-bb21-962e52598d34 · outbound

This paper cites Speaker Anonymisation for Speech-based Suicide Risk Detection.

Speaker Anonymisation for Speech-based Suicide Risk Detection Speaker Anonymisation for Speech-based Suicide Risk Detection

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-15T15:48:32.355783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 35f7d82c-9f3d-455c-bea7-3d214b6580ff · outbound

This paper cites Speech-based Suicide Risk Detection This section describes the structure used in this study for speech- based suicide risk detection.

Speaker Anonymisation for Speech-based Suicide Risk Detection Speech-based Suicide Risk Detection This section describes the structure used in this study for speech- based suicide risk detection

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:34.051460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 70d6d33c-7c35-4720-9f12-32279c3242c5 · outbound

This paper cites Dataset The dataset used in this study consists of voice recordings collected from 1,223 Chinese adolescents aged 10-18 [8, 4].

Speaker Anonymisation for Speech-based Suicide Risk Detection Dataset The dataset used in this study consists of voice recordings collected from 1,223 Chinese adolescents aged 10-18 [8, 4]

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:34.041620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 237902eb-9e2a-4b24-a768-20b1de6c869c · outbound

This paper cites an unresolved cited work.

Speaker Anonymisation for Speech-based Suicide Risk Detection Unresolved cited work

Reference 4

Resolution: verified exact; raw_fallback, observed 2026-08-15T15:48:32.339468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 58976de6-7146-403a-aad1-e8cadf914861 · outbound

This paper cites an unresolved cited work.

Speaker Anonymisation for Speech-based Suicide Risk Detection Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:48:33.870450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5e96e530-23f5-49da-946e-01c2c186d641 · outbound

This paper cites an unresolved cited work.

Speaker Anonymisation for Speech-based Suicide Risk Detection Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:48:33.859609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4abc0c83-d312-49e2-95c6-875490dd3c4c · outbound

This paper cites Suicide and suicide attempts in adolescents,.

Speaker Anonymisation for Speech-based Suicide Risk Detection Suicide and suicide attempts in adolescents,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:33.777939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 581d76bb-a00c-419c-8de7-13dd5f2d90d1 · outbound

This paper cites Trust is the basis for effective suicide risk screening and as- sessment in veterans,.

Speaker Anonymisation for Speech-based Suicide Risk Detection Trust is the basis for effective suicide risk screening and as- sessment in veterans,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:33.661965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e2a798ae-04c3-4daa-8a7d-d2d2f20e8e5b · outbound

This paper cites The 1st SpeechWellness challenge: Detecting suicide risk among adolescents,.

Speaker Anonymisation for Speech-based Suicide Risk Detection The 1st SpeechWellness challenge: Detecting suicide risk among adolescents,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:33.653062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 052f3f30-e35f-4bf0-be46-85a62d96d7b2 · outbound

This paper cites A review of depression and suicide risk assessment using speech analysis,.

Speaker Anonymisation for Speech-based Suicide Risk Detection A review of depression and suicide risk assessment using speech analysis,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:33.642896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7410d6b2-54ad-4712-882f-97f11f740e89 · outbound

This paper cites Read speech voice quality and disfluency in individuals with recent suicidal ideation or suicide attempt,.

Speaker Anonymisation for Speech-based Suicide Risk Detection Read speech voice quality and disfluency in individuals with recent suicidal ideation or suicide attempt,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:33.531958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c98c4014-3e3a-4c58-bed5-bca2cd625f87 · outbound

This paper cites Acoustic and language analysis of speech for suicidal ideation among us veterans,.

Speaker Anonymisation for Speech-based Suicide Risk Detection Acoustic and language analysis of speech for suicidal ideation among us veterans,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:33.477927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation da0fc87b-086c-460c-be3c-1fa3c2fc806b · outbound

This paper cites Spontaneous speech- based suicide risk detection using Whisper and large language models,.

Speaker Anonymisation for Speech-based Suicide Risk Detection Spontaneous speech- based suicide risk detection using Whisper and large language models,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:33.466738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 46e8fdcc-bf81-4677-bd15-fc98a62e010e · outbound

This paper cites Anonymizing and sharing med- ical text records,.

Speaker Anonymisation for Speech-based Suicide Risk Detection Anonymizing and sharing med- ical text records,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:33.307663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bb5e2043-593b-46f8-914c-9073edfe2606 · outbound

This paper cites GANonymization: A GAN-based face anonymization framework for preserving emotional expres- sions,.

Speaker Anonymisation for Speech-based Suicide Risk Detection GANonymization: A GAN-based face anonymization framework for preserving emotional expres- sions,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:33.297010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 11471949-efa5-4c29-b027-fd1dc8922b6c · outbound

This paper cites PrivECG: Generating private ECG for end-to-end anonymiza- tion,.

Speaker Anonymisation for Speech-based Suicide Risk Detection PrivECG: Generating private ECG for end-to-end anonymiza- tion,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:33.214127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 294a2c1a-a2d0-4bb3-8795-150642c02ea4 · outbound

This paper cites Your substance abuse disorder is an open secret! Gleaning sensitive personal infor- mation from templates in an EEG-based authentication sys- tem,.

Speaker Anonymisation for Speech-based Suicide Risk Detection Your substance abuse disorder is an open secret! Gleaning sensitive personal infor- mation from templates in an EEG-based authentication sys- tem,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:33.135867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b6ea3e11-ec08-4680-86ee-d74b44235342 · outbound

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

Speaker Anonymisation for Speech-based Suicide Risk Detection Addressing challenges in speaker anonymization to maintain utility while ensuring privacy of pathological speech,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:33.125499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 708c6f42-d981-44c3-a660-f7ac115b358f · outbound

This paper cites Qwen2.5-Omni Technical Report.

Speaker Anonymisation for Speech-based Suicide Risk Detection Qwen2.5-Omni Technical Report

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T15:48:31.885217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8126cda0-55d1-4f46-ba5a-e08525cd8dab · outbound

This paper cites Speaker anonymisation using the McAdams coefficient,.

Speaker Anonymisation for Speech-based Suicide Risk Detection Speaker anonymisation using the McAdams coefficient,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:33.115718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 11005968-f9f7-4b76-b49c-4fabee831594 · outbound

This paper cites Analyzing language-independent speaker anonymization framework under unseen conditions,.

Speaker Anonymisation for Speech-based Suicide Risk Detection Analyzing language-independent speaker anonymization framework under unseen conditions,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:33.007427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ca83467c-03f4-4371-bae2-aa7d4cab46a9 · outbound

This paper cites FreeVC: Towards high- quality text-free one-shot voice conversion,.

Speaker Anonymisation for Speech-based Suicide Risk Detection FreeVC: Towards high- quality text-free one-shot voice conversion,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:32.895664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b64230c7-8e9e-42d4-a81d-0965f2111174 · outbound

This paper cites Zero-shot Voice Conversion with Diffusion Transformers.

Speaker Anonymisation for Speech-based Suicide Risk Detection Zero-shot Voice Conversion with Diffusion Transformers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T15:48:31.905816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e58709e-0ac2-492c-b619-3efd92d60814 · outbound

This paper cites Paraformer: Fast and accurate parallel Transformer for non- autoregressive end-to-end speech recognition,.

Speaker Anonymisation for Speech-based Suicide Risk Detection Paraformer: Fast and accurate parallel Transformer for non- autoregressive end-to-end speech recognition,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:32.885860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3500e7c1-87a5-48bd-969a-cefbeea9cc91 · outbound

This paper cites FunASR: A fundamental end-to-end speech recognition toolkit,.

Speaker Anonymisation for Speech-based Suicide Risk Detection FunASR: A fundamental end-to-end speech recognition toolkit,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:32.728503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 825cea1f-649e-4269-ac2d-da8e597cbc63 · outbound

This paper cites Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens.

Speaker Anonymisation for Speech-based Suicide Risk Detection Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T15:48:32.047386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b4409c5-1ea5-4f59-a7fa-40a07a48c081 · outbound

This paper cites CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models.

Speaker Anonymisation for Speech-based Suicide Risk Detection CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T15:48:32.051538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99b8d922-f591-43d1-9066-b730c065f5fe · outbound

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

Speaker Anonymisation for Speech-based Suicide Risk Detection UTMOS: UTokyo-SaruLab system for V oiceMOS Challenge 2022,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:32.613019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 53150253-e6a5-47a0-ac4c-7cb251165c48 · outbound

This paper cites Emotion2Vec: Self- supervised pre-training for speech emotion representation,.

Speaker Anonymisation for Speech-based Suicide Risk Detection Emotion2Vec: Self- supervised pre-training for speech emotion representation,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:32.601897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eb67b5eb-f35b-4000-b497-61ec70bf4aa8 · outbound

This paper cites Reliability and va- lidity of the mini international neuropsychiatric interview for children and adolescents (MINI-KID),.

Speaker Anonymisation for Speech-based Suicide Risk Detection Reliability and va- lidity of the mini international neuropsychiatric interview for children and adolescents (MINI-KID),

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:32.589682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ce9e47c3-d449-4d2c-b944-1de9d6030511 · outbound

This paper cites FRCRN: Boosting feature representation using frequency recurrence for monaural speech enhancement,.

Speaker Anonymisation for Speech-based Suicide Risk Detection FRCRN: Boosting feature representation using frequency recurrence for monaural speech enhancement,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:48:32.365987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation ed5426ad-0a44-4e47-bb21-962e52598d34 · inbound