Paper Citation Record · LEDGER

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech

As of 9 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2507.20140.

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

pith.paper-citation-record.v1
2507.20140 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:47:43.772071Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

29 of 29 outbound references displayed

verified exact0
verified fuzzy14
unresolved14
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d40a9b31-c119-4ed0-88b8-21dc5ebb35a5 · outbound

This paper cites an unresolved cited work.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:44.827950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b29818ce-0729-4898-a85e-273c51b2fe3a · outbound

This paper cites doi: 10.1609/aaai.v37i6.25879.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech doi: 10.1609/aaai.v37i6.25879

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:41.949882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ac6d32b-ed8b-4adf-be23-e5b026d2a0af · outbound

This paper cites doi: 10.18653/v1/2023.acl-long.805.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech doi: 10.18653/v1/2023.acl-long.805

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:42.054073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3055b33c-5e10-40eb-a43c-eade073635b0 · outbound

This paper cites Libri-light: A benchmark for asr with limited or no supervision.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Libri-light: A benchmark for asr with limited or no supervision

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:47:47.568271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f9de93c8-b3cf-44df-bcc3-0546764776fd · outbound

This paper cites Kong, J., Kim, J., and Bae, J.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Kong, J., Kim, J., and Bae, J

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:42.198678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32238566-cc39-47bd-868c-dbd8e7220f39 · outbound

This paper cites Eight Methods to Evaluate Robust Unlearning in LLMs.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Eight Methods to Evaluate Robust Unlearning in LLMs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:42.330926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f6cf54a-a5c2-47be-9249-756c0b8c7423 · outbound

This paper cites C., and Kolter, J.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech C., and Kolter, J

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:47:47.224196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 39d41a1d-eef3-4104-8210-3e2ed0bcf430 · outbound

This paper cites The GDPR & Speech Data: Reflections of Legal and Technology Communities, First Steps towards a Common Understanding.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech The GDPR & Speech Data: Reflections of Legal and Technology Communities, First Steps towards a Common Understanding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:42.637957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d6ce624-d95d-44e2-a15a-764183e659ba · outbound

This paper cites Librispeech: An asr corpus based on public domain au- dio books.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Librispeech: An asr corpus based on public domain au- dio books

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:47:46.680283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8cecd3c1-baf4-46c5-9d0f-f4e5220a3c65 · outbound

This paper cites Regulation (eu) 2016/679 of the european parliament and of the council.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Regulation (eu) 2016/679 of the european parliament and of the council

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:47:46.448277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 47356c61-a435-4ec1-931b-6c280f7021b2 · outbound

This paper cites Unrolling sgd: Understanding factors influencing ma- chine unlearning.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Unrolling sgd: Understanding factors influencing ma- chine unlearning

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:47:46.179620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e11715fc-b976-4333-a779-09eaee7b731e · outbound

This paper cites an unresolved cited work.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:45.969897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eb39564e-9b02-4a83-97b1-e6648b1cf99b · outbound

This paper cites The voiceprivacy 2024 challenge evaluation plan.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech The voiceprivacy 2024 challenge evaluation plan

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:47:45.760368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 90518fba-7004-4b9f-a3c9-9578959d9a1a · outbound

This paper cites Ma- chine unlearning of features and labels.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Ma- chine unlearning of features and labels

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:47:45.587398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6e93f037-9142-413c-a4e8-a48d69b5c274 · outbound

This paper cites Forget- me-not: Learning to forget in text-to-image diffusion models.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Forget- me-not: Learning to forget in text-to-image diffusion models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:47:45.407571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 65624a8c-696e-4794-80fa-cb2fc6bacf4b · outbound

This paper cites an unresolved cited work.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:45.245269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1f71f391-e618-4ce8-b6bb-abbbcce105ff · outbound

This paper cites an unresolved cited work.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:45.062315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 71ca581e-8769-4c08-81e1-f2b46c217bf9 · outbound

This paper cites From LibriSpeech test-clean dataset samples of durations 4 to 10 seconds, we construct noise at a -10dB signal-to-noise ratio over half of each sample’s duration.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech From LibriSpeech test-clean dataset samples of durations 4 to 10 seconds, we construct noise at a -10dB signal-to-noise ratio over half of each sample’s duration

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:47:44.681590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b9b10ca2-40d8-4a35-81ca-57f60e4c258b · outbound

This paper cites WER and SIM evaluation follows the procedures of Table1.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech WER and SIM evaluation follows the procedures of Table1

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:47:44.519820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 40f3456b-9473-4aef-9889-d21bed54cb8a · outbound

This paper cites doi: 10.1109/18.61115.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech doi: 10.1109/18.61115

Reference 2006

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:42.259727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a510928-e14f-4ac9-b5e8-203f78517346 · outbound

This paper cites Montreal forced aligner: Trainable text- speech alignment using kaldi.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Montreal forced aligner: Trainable text- speech alignment using kaldi

Reference 2013

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:47:46.945251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation be97f314-a3e2-48fc-8aa9-2b714995b873 · outbound

This paper cites Press, O., Smith, N.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Press, O., Smith, N

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:42.958499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3fc0525-ac3f-421b-9367-4bf3b7ce8265 · outbound

This paper cites the right to be forgotten.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech the right to be forgotten

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:42.559914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b57ef5a-c87f-4198-a65a-6338ec5c8d39 · outbound

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

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Wavlm: Large-scale self-supervised pre- training for full stack speech processing

Reference 2018

Resolution: malformed identifier; no resolver link, observed 2026-08-06T13:47:41.873389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fd62a0b-f382-4f33-acff-fc86a14397b6 · outbound

This paper cites A., Jia, H., Travers, A., Zhang, B., Lie, D., and Papernot, 9 Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech N.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech A., Jia, H., Travers, A., Zhang, B., Lie, D., and Papernot, 9 Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech N

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:47:47.879513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1a753c89-6590-40f2-a33a-8c9559047c57 · outbound

This paper cites Five years of the right to be forgotten.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Five years of the right to be forgotten

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:47:48.016885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f297f6d6-6001-474b-a855-f9323938f005 · outbound

This paper cites Graph unlearning.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Graph unlearning

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:47:47.735720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c8a2759a-603d-4b9a-a3db-49445ae2a5aa · outbound

This paper cites Classifier-Free Diffusion Guidance.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech Classifier-Free Diffusion Guidance

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:41.998231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcc5f29b-33e2-497e-a584-63df39c48703 · outbound

This paper cites doi: 10.1145/3749987.

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech doi: 10.1145/3749987

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:42.742031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.