Paper Citation Record · LEDGER

Towards Machine Unlearning for Paralinguistic Speech Processing

As of 14 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2506.02230.

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

pith.paper-citation-record.v1
2506.02230 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:30:05.571349Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:30:03.461616Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:30:05.887320Z

Reference resolution

35 of 35 outbound references displayed

verified exact2
verified fuzzy25
unresolved7
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2386f2a7-5515-41e7-9328-baf1030e15d4 · outbound

This paper cites Towards Machine Unlearning for Paralinguistic Speech Processing.

Towards Machine Unlearning for Paralinguistic Speech Processing Towards Machine Unlearning for Paralinguistic Speech Processing

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:30:05.984306Z

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Observation 2b280854-3b84-4328-a39d-55cf64c18957 · outbound

This paper cites cookbook recipes.

Towards Machine Unlearning for Paralinguistic Speech Processing cookbook recipes

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:11.108312Z

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Observation 54725f3b-4663-48be-baf0-3ee38b5d98dd · outbound

This paper cites an unresolved cited work.

Towards Machine Unlearning for Paralinguistic Speech Processing Unresolved cited work

Reference 3

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Observation 322fb41d-8aef-43e9-ae3d-5a143a275abb · outbound

This paper cites cookbook recipes.

Towards Machine Unlearning for Paralinguistic Speech Processing cookbook recipes

Reference 4

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Observation 4dd8a39e-42e1-47b2-b6da-f1708b5c16c8 · outbound

This paper cites Membership inference attacks against machine learning models,.

Towards Machine Unlearning for Paralinguistic Speech Processing Membership inference attacks against machine learning models,

Reference 5

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Observation a417cbac-09bb-422a-90ae-bf41b0e8b1cf · outbound

This paper cites Secure and efficient federated learning by combining homomorphic en- cryption and gradient pruning in speech emotion recognition,.

Towards Machine Unlearning for Paralinguistic Speech Processing Secure and efficient federated learning by combining homomorphic en- cryption and gradient pruning in speech emotion recognition,

Reference 6

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Observation 045b170e-8e35-4b8f-a0e8-a0a3875bdafc · outbound

This paper cites Privacy-preserving speech emotion recognition through semi-supervised federated learning,.

Towards Machine Unlearning for Paralinguistic Speech Processing Privacy-preserving speech emotion recognition through semi-supervised federated learning,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:10.243747Z

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Observation 149a1b82-e4d5-4bea-9122-4c73eddb4934 · outbound

This paper cites Differential privacy: A survey of results,.

Towards Machine Unlearning for Paralinguistic Speech Processing Differential privacy: A survey of results,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:10.014448Z

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Observation dc16a96e-3517-45aa-a0f0-a960595759ca · outbound

This paper cites The eu proposal for a general data protection regu- lation and the roots of the ‘right to be forgotten’,.

Towards Machine Unlearning for Paralinguistic Speech Processing The eu proposal for a general data protection regu- lation and the roots of the ‘right to be forgotten’,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:09.845469Z

Source-reported events for the cited work

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Observation 5918827e-d6e7-43d8-a934-ec51a9eb0019 · outbound

This paper cites Towards Probabilistic Verification of Machine Unlearning.

Towards Machine Unlearning for Paralinguistic Speech Processing Towards Probabilistic Verification of Machine Unlearning

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:30:05.839306Z

Source-reported events for the cited work

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Observation 8c6d40b8-1432-46cc-8fa0-96873fb7cfd3 · outbound

This paper cites Machine un- learning,.

Towards Machine Unlearning for Paralinguistic Speech Processing Machine un- learning,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:09.651354Z

Source-reported events for the cited work

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Observation 3d54c82b-1378-4cd6-be8b-7b6ebf62bd50 · outbound

This paper cites A Survey of Machine Unlearning.

Towards Machine Unlearning for Paralinguistic Speech Processing A Survey of Machine Unlearning

Reference 12

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Observation dbd1f799-ac03-4672-9033-c23dbaccd5cf · outbound

This paper cites Erm-ktp: Knowledge-level machine unlearning via knowledge transfer,.

Towards Machine Unlearning for Paralinguistic Speech Processing Erm-ktp: Knowledge-level machine unlearning via knowledge transfer,

Reference 13

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Observation 2711b3c6-6986-4d67-8a8c-e62951b4aa4d · outbound

This paper cites Machine Unlearning for Image-to-Image Generative Models.

Towards Machine Unlearning for Paralinguistic Speech Processing Machine Unlearning for Image-to-Image Generative Models

Reference 14

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Observation f9993efe-0569-447a-a49f-496e943dc8f7 · outbound

This paper cites Understanding black-box predictions via influence functions,.

Towards Machine Unlearning for Paralinguistic Speech Processing Understanding black-box predictions via influence functions,

Reference 15

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Source-reported events for the cited work

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Observation 9b2223d7-6d56-408e-983d-525310658a9f · outbound

This paper cites Backdoor attacks via machine unlearning,.

Towards Machine Unlearning for Paralinguistic Speech Processing Backdoor attacks via machine unlearning,

Reference 16

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Source-reported events for the cited work

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Observation 42bb0065-0e9a-404a-bc4f-49338b2c1af6 · outbound

This paper cites Fast model debias with machine unlearn- ing,.

Towards Machine Unlearning for Paralinguistic Speech Processing Fast model debias with machine unlearn- ing,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:09.129907Z

Source-reported events for the cited work

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Observation d1683d4a-3767-4788-9fe4-7042fc9d7ba2 · outbound

This paper cites Making rec- ommender systems forget: Learning and unlearning for erasable recommendation,.

Towards Machine Unlearning for Paralinguistic Speech Processing Making rec- ommender systems forget: Learning and unlearning for erasable recommendation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:08.947026Z

Source-reported events for the cited work

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Observation 8ff74336-94da-4a55-82db-90d31a48d220 · outbound

This paper cites KGA: A general machine unlearning framework based on knowledge gap alignment,.

Towards Machine Unlearning for Paralinguistic Speech Processing KGA: A general machine unlearning framework based on knowledge gap alignment,

Reference 19

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Observation bb49fe40-b268-457f-a558-3632ae7955a1 · outbound

This paper cites Privacy risks in speech emotion recognition: A systematic study on gender inference at- tack,.

Towards Machine Unlearning for Paralinguistic Speech Processing Privacy risks in speech emotion recognition: A systematic study on gender inference at- tack,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:08.603000Z

Source-reported events for the cited work

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Observation 2bc2dd3b-61bd-46d6-9938-d92d867b66e5 · outbound

This paper cites Assessing privacy risks of attribute inference attacks against speech-based depression detection system,.

Towards Machine Unlearning for Paralinguistic Speech Processing Assessing privacy risks of attribute inference attacks against speech-based depression detection system,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:08.366033Z

Source-reported events for the cited work

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Observation dd590d52-77ec-4636-af5c-5ff94f889fe4 · outbound

This paper cites Self-reported symptoms of depression and ptsd are associated with reduced vowel space in screening interviews,.

Towards Machine Unlearning for Paralinguistic Speech Processing Self-reported symptoms of depression and ptsd are associated with reduced vowel space in screening interviews,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:08.088362Z

Source-reported events for the cited work

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Observation 7c6dcc44-aba6-495a-861b-3ed432a364c4 · outbound

This paper cites Ethics and law in research on algo- rithmic and data-driven technology in mental health care: scoping review,.

Towards Machine Unlearning for Paralinguistic Speech Processing Ethics and law in research on algo- rithmic and data-driven technology in mental health care: scoping review,

Reference 23

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Observation c78613b5-8b30-4eb2-a5a4-7cba546480fe · outbound

This paper cites Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time,.

Towards Machine Unlearning for Paralinguistic Speech Processing Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:07.614152Z

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Observation f866ca01-f862-402c-9729-4af80fd0830d · outbound

This paper cites Weight averaging: A sim- ple yet effective method to overcome catastrophic forgetting in automatic speech recognition,.

Towards Machine Unlearning for Paralinguistic Speech Processing Weight averaging: A sim- ple yet effective method to overcome catastrophic forgetting in automatic speech recognition,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:07.389364Z

Source-reported events for the cited work

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Observation 2401fb9c-65ff-4443-ad54-f1ba09c29b2d · outbound

This paper cites TRILLsson: Distilled Universal Paralinguistic Speech Representations.

Towards Machine Unlearning for Paralinguistic Speech Processing TRILLsson: Distilled Universal Paralinguistic Speech Representations

Reference 26

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Source-reported events for the cited work

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Observation 5917dace-0fe4-4c03-9925-67afe40e1d5b · outbound

This paper cites Universal paralinguistic speech representations using self-supervised con- formers,.

Towards Machine Unlearning for Paralinguistic Speech Processing Universal paralinguistic speech representations using self-supervised con- formers,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:07.193455Z

Source-reported events for the cited work

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Observation 9328e363-c1e0-460e-91b0-aaa03b1c32f8 · outbound

This paper cites XLS-R: Self-supervised Cross-lingual Speech Rep- resentation Learning at Scale,.

Towards Machine Unlearning for Paralinguistic Speech Processing XLS-R: Self-supervised Cross-lingual Speech Rep- resentation Learning at Scale,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:07.069116Z

Source-reported events for the cited work

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Observation 7bd0e384-dc46-4ca7-8150-e624d9c3d41c · outbound

This paper cites Wavlm: Large-scale self-supervised pre-training for full stack speech processing,.

Towards Machine Unlearning for Paralinguistic Speech Processing Wavlm: Large-scale self-supervised pre-training for full stack speech processing,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:06.910255Z

Source-reported events for the cited work

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Observation 57d89186-8d35-44b2-8cd2-8b2f22693941 · outbound

This paper cites X-vectors: Robust dnn embeddings for speaker recognition,.

Towards Machine Unlearning for Paralinguistic Speech Processing X-vectors: Robust dnn embeddings for speaker recognition,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:06.744922Z

Source-reported events for the cited work

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Observation 50af8e54-cecd-47d9-970f-fbf029e091fb · outbound

This paper cites X- vectors meet emotions: A study on dependencies between emotion and speaker recognition,.

Towards Machine Unlearning for Paralinguistic Speech Processing X- vectors meet emotions: A study on dependencies between emotion and speaker recognition,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:06.546936Z

Source-reported events for the cited work

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Observation 4455ca9b-013d-43ad-a0fe-355b56133d22 · outbound

This paper cites Auto- matic assessment of the degree of clinical depression from speech using x-vectors,.

Towards Machine Unlearning for Paralinguistic Speech Processing Auto- matic assessment of the degree of clinical depression from speech using x-vectors,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:06.371186Z

Source-reported events for the cited work

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Observation cd88a50e-c006-4f12-8160-eea8292d7cfa · outbound

This paper cites Attention is all you need,.

Towards Machine Unlearning for Paralinguistic Speech Processing Attention is all you need,

Reference 33

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Source-reported events for the cited work

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Observation 85641027-07f2-4bb2-b737-e6f30a0e5a8f · outbound

This paper cites Crema-d: Crowd-sourced emotional multimodal actors dataset,.

Towards Machine Unlearning for Paralinguistic Speech Processing Crema-d: Crowd-sourced emotional multimodal actors dataset,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:05.494585Z

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Observation dc223d74-cf33-4855-8df5-49861ca40f00 · outbound

This paper cites Avec 2018 workshop and challenge: Bipolar disorder and cross-cultural affect recognition,.

Towards Machine Unlearning for Paralinguistic Speech Processing Avec 2018 workshop and challenge: Bipolar disorder and cross-cultural affect recognition,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:06.179419Z

Source-reported events for the cited work

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Pith citing papers

Observation 2386f2a7-5515-41e7-9328-baf1030e15d4 · inbound