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Paper Citation Record · LEDGER

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors

As of 17 August 2026, this Paper Citation Record lists 100 of 104 outbound references and 0 inbound Pith citation observations for arXiv:2607.15694.

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

pith.paper-citation-record.v1
2607.15694 v2

Coverage vector

measured 100 of 104 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T01:43:24.373103Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

100 of 104 outbound references displayed

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External citation measurements

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Outbound references

Observation 86777cbe-6b2c-436e-8e72-3dc873f80285 · outbound

This paper cites Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers

Reference 1

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Observation 62acc552-1ad7-4db9-a78d-2940b307c34f · outbound

This paper cites Labor, power, and belonging: The work of voice in the age of AI reproduction,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Labor, power, and belonging: The work of voice in the age of AI reproduction,

Reference 2

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source=pdf_text observed=2026-08-04T01:43:14.427135Z digest=sha256:77e137bd412b188d12539031284213d8399f47897e03d54016acb674ae382569

Observation 90fed79c-44d3-4854-ac5f-5c34dfb5918b · outbound

This paper cites NOMORE無断生成AI (No More Unauthorized Generative AI) campaign,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors NOMORE無断生成AI (No More Unauthorized Generative AI) campaign,

Reference 3

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Observation df09c0d8-fd7f-4f8c-a12b-1e8ec1d69f80 · outbound

This paper cites Copyright and artificial intelligence, part 1: Digital replicas,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Copyright and artificial intelligence, part 1: Digital replicas,

Reference 4

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Observation 173bf753-3e32-4eb9-94f7-4af0b469bf0c · outbound

This paper cites Ensuring likeness, voice, and image security (ELVIS) act of 2024,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Ensuring likeness, voice, and image security (ELVIS) act of 2024,

Reference 5

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Observation 79de1f98-5d36-428e-9d5e-63f787a1a97f · outbound

This paper cites Judgment of February 2, 2012 (Pink Lady case), Minshu vol. 66, no. 2, p. 89,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Judgment of February 2, 2012 (Pink Lady case), Minshu vol. 66, no. 2, p. 89,

Reference 6

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Observation 529f3a70-7fc2-4457-bb7d-8136c9200c4e · outbound

This paper cites Speaker verification by human participants with acting voices perceived as different characters: An experimental study on VTuber fans,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Speaker verification by human participants with acting voices perceived as different characters: An experimental study on VTuber fans,

Reference 7

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Observation 55e57193-0344-4a5e-9313-7921e7d5c991 · outbound

This paper cites Probabilistic linear discriminant analysis for inferences about identity,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Probabilistic linear discriminant analysis for inferences about identity,

Reference 8

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Observation 1bcbdbf2-1456-447d-9e86-ffa44a904e6b · outbound

This paper cites Front-end factor analysis for speaker verification,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Front-end factor analysis for speaker verification,

Reference 9

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source=pdf_text observed=2026-08-04T01:43:14.886715Z digest=sha256:d5b830a8d7f91f618cf3c5d1bbae57f2ca3358421a6f001cbc5af4c27c6fbec5

Observation 5aa03d4d-d6e7-47c6-aa32-879fd8154121 · outbound

This paper cites Bayesian speaker verification with heavy-tailed priors,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Bayesian speaker verification with heavy-tailed priors,

Reference 10

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Observation 9ff80320-2265-45b7-b2db-6e7e405d5ac4 · outbound

This paper cites Analysis of i-vector length normalization in speaker recognition systems,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Analysis of i-vector length normalization in speaker recognition systems,

Reference 11

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Observation 7ac9ce2a-f079-46e2-a7b7-08519ced3810 · outbound

This paper cites Comparison of speaker recognition approaches for real appli- cations,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Comparison of speaker recognition approaches for real appli- cations,

Reference 12

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source=pdf_text observed=2026-08-04T01:43:15.044834Z digest=sha256:ee2457e323986dd8de7f95784ffd38752939fce1c988ba737dab8cd52fcb266a

Observation 2caa849c-a83f-4bfa-b80a-58c0ecde06d0 · outbound

This paper cites Application-independent evaluation of speaker detection,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Application-independent evaluation of speaker detection,

Reference 13

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Observation 2dd5867c-220d-4b53-b212-e5eb2d6e5b80 · outbound

This paper cites Hubs in space: Popular nearest neighbors in high-dimensional data,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Hubs in space: Popular nearest neighbors in high-dimensional data,

Reference 14

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source=pdf_text observed=2026-08-04T01:43:15.150984Z digest=sha256:089152a32a5ec148737811c6cdbacf0924435e13626e7574d86c504d8363450d

Observation 7e0ab360-b2bb-4a94-b0e1-86c3d5acfb90 · outbound

This paper cites Score normaliza- tion for text-independent speaker verification systems,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Score normaliza- tion for text-independent speaker verification systems,

Reference 15

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Observation 854a6e52-f753-48f4-a513-b0b457b5beb9 · outbound

This paper cites Rose,Forensic Speaker Identification.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Rose,Forensic Speaker Identification

Reference 16

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source=pdf_text observed=2026-08-04T01:43:15.306576Z digest=sha256:40e5db48121007bc6f0e6ce13532f83a350b9949d737808e0666592a493b4c25

Observation 03a19cb7-1c16-4a9e-a65b-fa36116c1fa6 · outbound

This paper cites Forensic voice comparison and the paradigm shift,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Forensic voice comparison and the paradigm shift,

Reference 17

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Observation c01a73de-bfd6-4643-abe8-7dc680ed5647 · outbound

This paper cites The relevant population in forensic voice comparison: Effects of varying delimitations of social class and age,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors The relevant population in forensic voice comparison: Effects of varying delimitations of social class and age,

Reference 18

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Observation 6824d9b5-04f0-4fcd-b8ed-2f5309f59033 · outbound

This paper cites The use of multiple measurements in taxonomic prob- lems,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors The use of multiple measurements in taxonomic prob- lems,

Reference 19

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source=pdf_text observed=2026-08-04T01:43:15.503053Z digest=sha256:2568254b7120eed124033226229e391723519fa1113c80b320ad86ded6e8f8ba

Observation ed64b886-7e80-4db5-8b4f-a8858e094107 · outbound

This paper cites Within-class covariance normalization for SVM-based speaker recognition,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Within-class covariance normalization for SVM-based speaker recognition,

Reference 20

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source=pdf_text observed=2026-08-04T01:43:15.558676Z digest=sha256:e392bb36cf66f6450f91d1689d05ec5e493cb088fe86cf24f4ad03dcdefa4434

Observation 0f9a3a33-210d-4812-84c5-8007c0ed43fe · outbound

This paper cites The speaker partitioning problem,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors The speaker partitioning problem,

Reference 21

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source=pdf_text observed=2026-08-04T01:43:15.599826Z digest=sha256:02e1e405c88cf3333a71d3a796e5a507a66fe7853ba6ede016af5a9f4b8e1ec1

Observation 6ceb33f2-d07f-4567-a5e6-b48b6cbdb1d6 · outbound

This paper cites JVS corpus: free Japanese multi-speaker voice corpus.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors JVS corpus: free Japanese multi-speaker voice corpus

Reference 22

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Observation a20d7039-5c9e-4a01-af7e-d8d17482309c · outbound

This paper cites Common V oice: A massively-multilingual speech corpus,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Common V oice: A massively-multilingual speech corpus,

Reference 23

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Observation 90cde5b2-19ea-431a-a5d6-1d8eaee1eadb · outbound

This paper cites Phoneme recognition using time-delay neural networks,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Phoneme recognition using time-delay neural networks,

Reference 24

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source=pdf_text observed=2026-08-04T01:43:15.889192Z digest=sha256:97e36b74b51d3e19926a73c7e2873a9c1beb4f4ad2347dc09c3c8e00047d6964

Observation aba6e590-0e0c-417c-bd2f-231626f0f3f0 · outbound

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

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors X-vectors: Robust DNN embeddings for speaker recognition,

Reference 25

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Observation 588b343f-f7a9-43d3-aaf7-8caef87216bd · outbound

This paper cites ECAPA-TDNN: Emphasized channel attention, propagation and aggregation in TDNN based speaker verification,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors ECAPA-TDNN: Emphasized channel attention, propagation and aggregation in TDNN based speaker verification,

Reference 26

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Observation 6abfce03-d053-4e19-b03d-8cf7366e1c39 · outbound

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

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors WavLM: Large-scale self-supervised pre- training for full stack speech processing,

Reference 27

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Observation 80411f4a-f6c5-4dd3-ac2b-80a20263ef19 · outbound

This paper cites HuBERT: Self-supervised speech representation learning by masked prediction of hidden units,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors HuBERT: Self-supervised speech representation learning by masked prediction of hidden units,

Reference 28

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Observation 3ac2cf82-0877-45fd-a346-7e745a0a4165 · outbound

This paper cites CAM++: A fast and efficient network for speaker verification using context-aware masking,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors CAM++: A fast and efficient network for speaker verification using context-aware masking,

Reference 29

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Observation d19d3f1a-d15b-4043-853e-16e510b83657 · outbound

This paper cites Reshape dimensions network for speaker recognition,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Reshape dimensions network for speaker recognition,

Reference 30

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source=pdf_text observed=2026-08-04T01:43:16.619784Z digest=sha256:6e73da361442bb8ba59ebfa2a91abfc34df92b0d92398c481db6f681084f88e4

Observation 4d26f80f-5b87-4e72-9c67-67da03d851e3 · outbound

This paper cites An enhanced Res2Net with local and global feature fusion for speaker verification,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors An enhanced Res2Net with local and global feature fusion for speaker verification,

Reference 31

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source=pdf_text observed=2026-08-04T01:43:16.765245Z digest=sha256:5f8576b6f300820856ad1fc2a4ea2877d1c6adb2f1c110bd4f8f86d2fcf97827

Observation 320fd544-5315-4a54-bf24-b09adcf8e452 · outbound

This paper cites V oxCeleb: A large-scale speaker identification dataset,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors V oxCeleb: A large-scale speaker identification dataset,

Reference 32

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Observation 1d4cafa0-01fc-4ee0-989c-67f92d834f1f · outbound

This paper cites Analysis of score normalization in multilingual speaker recognition,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Analysis of score normalization in multilingual speaker recognition,

Reference 33

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Observation 5a35c07f-310f-45fa-8c04-aaeab920e962 · outbound

This paper cites Local and global scaling reduce hubs in space,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Local and global scaling reduce hubs in space,

Reference 34

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Observation ad0a9077-080d-48f0-8e2d-100de7b26295 · outbound

This paper cites Accurate image search using the contextual dissimilarity measure,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Accurate image search using the contextual dissimilarity measure,

Reference 35

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source=pdf_text observed=2026-08-04T01:43:17.199397Z digest=sha256:6278b70df420eadf76eea390037182977d2275fa1a90d36766d27e6d75c20ea9

Observation 5a0d9b32-f97f-4730-a419-6dfdadeb8669 · outbound

This paper cites Word translation without parallel data,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Word translation without parallel data,

Reference 36

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source=pdf_text observed=2026-08-04T01:43:17.331258Z digest=sha256:ef43843fa78881c6152c2b47dadb92518b9a329e9702c1197ee3b719d9bc05ae

Observation 70970e1e-498f-4b0a-b92d-e39024afa3b6 · outbound

This paper cites A comprehensive empirical comparison of hubness reduction in high-dimensional spaces,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors A comprehensive empirical comparison of hubness reduction in high-dimensional spaces,

Reference 37

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source=pdf_text observed=2026-08-04T01:43:17.460388Z digest=sha256:fac4ccac4a54ca25738ae4310e4ae589aa69adc9314d497749f5d3f70fde7722

Observation a5163f12-7856-43e1-b682-23682eed0fb9 · outbound

This paper cites Introducing the V oicePrivacy initiative,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Introducing the V oicePrivacy initiative,

Reference 38

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source=pdf_text observed=2026-08-04T01:43:17.604107Z digest=sha256:5770b84fc0fe41e97e6a468ba3b41ed2846d014f92aa1933b198404135e4367b

Observation dcb3a750-1950-423a-abfd-aee7b92b9417 · outbound

This paper cites ASVspoof 2015: The first automatic speaker verification spoofing and countermeasures challenge,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors ASVspoof 2015: The first automatic speaker verification spoofing and countermeasures challenge,

Reference 39

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source=pdf_text observed=2026-08-04T01:43:17.741403Z digest=sha256:e59867632195bb91e4f25079f51c5d4627088dc664c6af3a54a68cef04d42ff5

Observation 02f5a4ba-1052-4ad3-9693-6908e781cc4a · outbound

This paper cites ASVspoof 2021: Accelerating progress in spoofed and deepfake speech detection,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors ASVspoof 2021: Accelerating progress in spoofed and deepfake speech detection,

Reference 40

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source=pdf_text observed=2026-08-04T01:43:17.867092Z digest=sha256:5bd8d64498e511fd811673fb0170952c2601cdf3d2a7bff78396e377c6cbbedf

Observation 3d7c5110-41aa-43d2-98d2-760c242283a7 · outbound

This paper cites t-DCF: A detection cost function for the tandem assessment of spoofing countermeasures and automatic speaker verification,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors t-DCF: A detection cost function for the tandem assessment of spoofing countermeasures and automatic speaker verification,

Reference 41

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source=pdf_text observed=2026-08-04T01:43:17.972021Z digest=sha256:5e95378750caa2f8a2e3605f858e2ca35aee5408923bd227a925d8813dfd1cc1

Observation db4e62d4-5f55-4b1a-8e08-d60de130349b · outbound

This paper cites SASV 2022: The first spoofing- aware speaker verification challenge,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors SASV 2022: The first spoofing- aware speaker verification challenge,

Reference 42

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source=pdf_text observed=2026-08-04T01:43:18.140857Z digest=sha256:39cc918ab1e580d8e9ef413a955bb0107d2fa245a6a72dc380633ca1ac777a39

Observation f4055ac5-6997-4e5b-b11c-b5e76e463dd1 · outbound

This paper cites ASVspoof 5: Crowdsourced speech data, deepfakes, and adversarial attacks at scale,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors ASVspoof 5: Crowdsourced speech data, deepfakes, and adversarial attacks at scale,

Reference 43

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source=pdf_text observed=2026-08-04T01:43:18.225330Z digest=sha256:e829a9bb4304594d3d0d68af5804063e283460461eb00c375d8ef92d1c3fc729

Observation 075031fd-9276-4a9c-9f59-b7aab481294e · outbound

This paper cites SpoofCeleb: Speech deepfake detection and SASV in the wild,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors SpoofCeleb: Speech deepfake detection and SASV in the wild,

Reference 44

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source=pdf_text observed=2026-08-04T01:43:18.294758Z digest=sha256:1750421c78308d668eeae455d65b712f3b75659d14960716873b3e7ec8738c48

Observation 865b22bd-16ec-4ebc-ae29-af127e9a7552 · outbound

This paper cites Does audio deepfake detection generalize?.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Does audio deepfake detection generalize?

Reference 45

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source=pdf_text observed=2026-08-04T01:43:18.380605Z digest=sha256:47b5e850bbbabd72558206e5b75d4744ea35c88146c215b5c2f390811d15004a

Observation 305175d9-06fa-4026-acac-8e41d2f8f7ac · outbound

This paper cites VoxBlink2: A 100K+ Speaker Recognition Corpus and the Open-Set Speaker-Identification Benchmark.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors VoxBlink2: A 100K+ Speaker Recognition Corpus and the Open-Set Speaker-Identification Benchmark

Reference 46

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source=pdf_text observed=2026-08-04T01:43:18.513873Z digest=sha256:a8e4ad7eb923dc22c763b6eccee851f81bab9f0623ae7955524b1bb1c870b2a1

Observation d49487c6-4f9b-4fe9-9965-10d33c855699 · outbound

This paper cites An initial investigation for detecting vocoder fingerprints of fake audio,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors An initial investigation for detecting vocoder fingerprints of fake audio,

Reference 47

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source=pdf_text observed=2026-08-04T01:43:18.575144Z digest=sha256:0126645841780da2e24903c54920b6ae5098c24be2d6e68eb0abff313e10ecbc

Observation 7fc8a9fd-e98e-41b5-8e1e-6c3f615debd7 · outbound

This paper cites Source tracing of audio deepfake systems,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Source tracing of audio deepfake systems,

Reference 48

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source=pdf_text observed=2026-08-04T01:43:18.712723Z digest=sha256:bda99f450e42f0c0e83383d13a95511744fb95d3645d2b34566cba927a549033

Observation 3d943d66-a6a8-4dab-9ea4-a0fe8ac43e83 · outbound

This paper cites Source Verification for Speech Deepfakes.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Source Verification for Speech Deepfakes

Reference 49

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source=pdf_text observed=2026-08-04T01:43:18.782936Z digest=sha256:be4e6194e1d62af56383734942d869ce7c9dd16010d153ae5795a79c15f639e1

Observation d9b806df-047e-4ba8-8872-8493548823a8 · outbound

This paper cites Identifying source speakers for voice conversion based spoofing attacks on speaker verification systems,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Identifying source speakers for voice conversion based spoofing attacks on speaker verification systems,

Reference 50

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source=pdf_text observed=2026-08-04T01:43:18.896684Z digest=sha256:24752a0ab6c2a0bfddc2432cd98cee7157482540c5a966b5bd39232e34caa81b

Observation bc5c9694-6972-4259-91fe-7baa91db3724 · outbound

This paper cites Bias in automated speaker recogni- tion,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Bias in automated speaker recogni- tion,

Reference 51

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source=pdf_text observed=2026-08-04T01:43:19.045793Z digest=sha256:b8b95724ce25612e8742fbd46a2f46e6ef6ff66c759ad92b1c3398ed3e43e95f

Observation 242e5a5a-58f9-45f6-903e-81cd9bf10034 · outbound

This paper cites JTubeSpeech: corpus of Japanese speech collected from YouTube for speech recognition and speaker verification.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors JTubeSpeech: corpus of Japanese speech collected from YouTube for speech recognition and speaker verification

Reference 52

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source=pdf_text observed=2026-08-04T01:43:19.142781Z digest=sha256:b09c608b7665ff4b899132c8aad7eb027f462d1246b81724e7bef56564f521e3

Observation 29225618-26e9-4fa1-88ee-ead712458cad · outbound

This paper cites anime_speaker_embedding: A speaker-embedding model trained to separate Japanese voice actors,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors anime_speaker_embedding: A speaker-embedding model trained to separate Japanese voice actors,

Reference 53

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source=pdf_text observed=2026-08-04T01:43:19.221989Z digest=sha256:a1276744ef98a69329e2ec953892f1442abf79fb2c0e8736a10ade4411b92a07

Observation c19194d9-67a2-41f6-87b9-cd07aaaeab6b · outbound

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

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Zero-shot Voice Conversion with Diffusion Transformers

Reference 54

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source=pdf_text observed=2026-08-04T01:43:19.292962Z digest=sha256:80223b521156087828d7913c643e89ef4a6449229d291517a8962b7cdd064f08

Observation 9c138c74-c846-415d-bef4-b9a4804ec205 · outbound

This paper cites GPT-SoVITS: Few-shot voice cloning and text-to-speech,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors GPT-SoVITS: Few-shot voice cloning and text-to-speech,

Reference 55

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source=pdf_text observed=2026-08-04T01:43:19.366429Z digest=sha256:5f6a8d8b8f9f43d4fc4b58faea25860ed6fb941e4eb9116166683fb7e2ce0e47

Observation 1f3fafd9-cd4a-4d31-83f2-7771fb5a4bdb · outbound

This paper cites Irodori-TTS: A flow matching-based text-to-speech model with emoji-driven style control,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Irodori-TTS: A flow matching-based text-to-speech model with emoji-driven style control,

Reference 56

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source=pdf_text observed=2026-08-04T01:43:19.432006Z digest=sha256:714235bd47df051dd62aecf1d301e810a43b2655dbf3b0366987c2498461d91d

Observation ea7aaef4-fa9e-4806-a554-c3f66542f891 · outbound

This paper cites Semantic-DACV AE-Japanese-32dim: Lightweight audio V AE for Japanese speech,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Semantic-DACV AE-Japanese-32dim: Lightweight audio V AE for Japanese speech,

Reference 57

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source=pdf_text observed=2026-08-04T01:43:19.483094Z digest=sha256:d50d0ff1bf406ea4505aa011ca412253e9704d0672bf7176070d1e945f9929a7

Observation d47191ec-2d9f-4236-9246-00d9c8d7f4e0 · outbound

This paper cites Verification of the effectiveness of a speaker verification system for acting voices,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Verification of the effectiveness of a speaker verification system for acting voices,

Reference 58

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source=pdf_text observed=2026-08-04T01:43:19.541533Z digest=sha256:366747c16c81e3ccae3c4bfe88c17d370038ceac057eaacf0ad3e65ffed18d20

Observation 0e7190e3-c385-4cc3-9027-d81a4f9b45d4 · outbound

This paper cites Acoustical features related to represen- tations of age and gender in acting voices by female voice actors,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Acoustical features related to represen- tations of age and gender in acting voices by female voice actors,

Reference 59

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source=pdf_text observed=2026-08-04T01:43:19.609843Z digest=sha256:c53c35c91787c4717dc184d2c1fae49b1534eed582ccdfca79fcc36a5e8219b2

Observation 000739c8-ee5d-4ce4-9cee-f9e94aebfd06 · outbound

This paper cites Experimental research on voice perception with character voices by professional voice actors,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Experimental research on voice perception with character voices by professional voice actors,

Reference 60

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source=pdf_text observed=2026-08-04T01:43:19.690365Z digest=sha256:79ada2acd3ae437709242bbefec2c3db634cccf8c317ac8e8737a54a3ab5610b

Observation 8731f7ac-ee76-4107-a9d6-61e4fcc61ef4 · outbound

This paper cites Seiy ¯u meikan (voice-actor directory), Seiyu Grand Prix official web site,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Seiy ¯u meikan (voice-actor directory), Seiyu Grand Prix official web site,

Reference 61

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source=pdf_text observed=2026-08-04T01:43:19.738228Z digest=sha256:b9e66fa7a170e07c6113895cb5e85ef1c9392503f4970a91bb9052d233bac97c

Observation 02fd1b64-f635-4b58-b945-c67945217015 · outbound

This paper cites librosa: Audio and music signal analysis in Python,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors librosa: Audio and music signal analysis in Python,

Reference 62

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source=pdf_text observed=2026-08-04T01:43:19.824790Z digest=sha256:518f5fe5798a98707e8051890020625b4c955d4b476bec4c69e043d4ec3a4093

Observation a240492c-7b4e-465b-98d0-5eb3b1d7161d · outbound

This paper cites japanese-hubert-base-k2,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors japanese-hubert-base-k2,

Reference 63

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no resolver link, observed 2026-08-04T01:43:19.935135Z

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source=pdf_text observed=2026-08-04T01:43:19.935135Z digest=sha256:0369ce5b1d80db9950f076042f306594816e718e5177d30cd8362fc35981e444

Observation ef87ee5c-bdac-42d8-97ff-627cfe0a1405 · outbound

This paper cites ReazonSpeech: A free and massive corpus for Japanese ASR,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors ReazonSpeech: A free and massive corpus for Japanese ASR,

Reference 64

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no resolver link, observed 2026-08-04T01:43:20.045774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T01:43:20.045774Z digest=sha256:9ba11753a3662dff39ed83e0cea2fcc803d77ad5db5b9d793ad35ffc02f806ff

Observation 102ea001-44fb-4d80-ad3b-cdad214b7271 · outbound

This paper cites xvec- tor_jtubespeech: An x-vector speaker-embedding model trained on JTubeSpeech,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors xvec- tor_jtubespeech: An x-vector speaker-embedding model trained on JTubeSpeech,

Reference 65

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source=pdf_text observed=2026-08-04T01:43:20.099216Z digest=sha256:92b75a016868f0d0714493eb2865b895102c9e5e53144962454a35dc4064eaf7

Observation 58ff28f1-bd69-4058-bb0e-3e09c7394bed · outbound

This paper cites VNDB: The Visual Novel Database,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors VNDB: The Visual Novel Database,

Reference 66

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source=pdf_text observed=2026-08-04T01:43:20.153520Z digest=sha256:ad163874b9f3569657e52df2a0fc3e9f27f89103d89b1820cbe82e4c2c416d58

Observation c9ac7588-3e59-47b0-8ff2-9c50b818d0f6 · outbound

This paper cites Copyright act (act no. 48 of 1970, as amended),.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Copyright act (act no. 48 of 1970, as amended),

Reference 67

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T01:43:20.287614Z digest=sha256:c6ed8cde069f4466e06fdb1b3e4ae7c00a8c1a9ed147289f8cf6d9a70a0c054c

Observation c000097f-5e05-438a-9a37-96514ee9c05e · outbound

This paper cites Controlling the false discovery rate: A practical and powerful approach to multiple testing,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Controlling the false discovery rate: A practical and powerful approach to multiple testing,

Reference 68

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T01:43:20.349133Z digest=sha256:1e8c4bfe9dc671a4cac5cd4f466a13f5c00a67a067d6f355bdd946548c3a42ea

Observation 2c184d9c-1298-415c-ae92-611fd56f5320 · outbound

This paper cites A simple sequentially rejective multiple test procedure,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors A simple sequentially rejective multiple test procedure,

Reference 69

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T01:43:20.351158Z digest=sha256:069ec5dc04c61dd9690455fd862c12a7dc6e8c284fff42623289c13b436808e2

Observation 42e87aa9-8984-4dc8-a27f-b9d9b1d35255 · outbound

This paper cites an unresolved cited work.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Unresolved cited work

Reference 70

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source=pdf_text observed=2026-08-04T01:43:20.370206Z digest=sha256:e96e37e3e527984a9062cd3f62fe47cd1a546e1843bfc014812efc8738b73f95

Observation c78cc080-0aa3-436f-bba2-e694875c55f9 · outbound

This paper cites NPLDA: A deep neural PLDA model for speaker verification,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors NPLDA: A deep neural PLDA model for speaker verification,

Reference 71

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source=pdf_text observed=2026-08-04T01:43:20.417237Z digest=sha256:2c1e7454a389a4f16e88af9dca4571ed60684f927a7465425afd08c31a450733

Observation cf6b49a5-a0d2-4c87-afc7-995129ef955f · outbound

This paper cites The DET curve in assessment of detection task performance,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors The DET curve in assessment of detection task performance,

Reference 72

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no resolver link, observed 2026-08-04T01:43:20.568951Z

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source=pdf_text observed=2026-08-04T01:43:20.568951Z digest=sha256:d250926dbf44efd655568f2ce3ae0eb3eada621b031bdeed87a3ba4cd7a419b5

Observation c69a444f-8749-4cb0-a6d8-93f828181329 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Robust Speech Recognition via Large-Scale Weak Supervision

Reference 73

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source=pdf_text observed=2026-08-04T01:43:20.631229Z digest=sha256:b822588a5857384c811bc15c0b9cc3aff74d28f498d703ad035c0eae142eca9f

Observation 0d323792-8e40-419b-adb7-5ae8b1a21b2f · outbound

This paper cites faster-whisper: Faster Whisper transcription with CTrans- late2,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors faster-whisper: Faster Whisper transcription with CTrans- late2,

Reference 74

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source=pdf_text observed=2026-08-04T01:43:20.777405Z digest=sha256:1748db82e56fb390f4c56206a5e7bbb6076d71f433faae69b78367e024eeb281

Observation e8253293-61cc-4cd7-8d42-e1c5d5f67c9c · outbound

This paper cites AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks

Reference 75

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source=pdf_text observed=2026-08-04T01:43:20.936772Z digest=sha256:11e3a6003c7a09ea7ee31c762e4f1137e345c9eed73f7715a640d810a9cd7d95

Observation 00bd7433-6628-4bfa-8c71-3062f7335dba · outbound

This paper cites Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation,

Reference 76

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source=pdf_text observed=2026-08-04T01:43:21.056688Z digest=sha256:25499fd54f9dad1172e6a0ba65fea67ac1986b40ed30a566c5e9440e6edb2b5e

Observation 994fc45a-687d-40ae-80a0-b4cb5ff6a87d · outbound

This paper cites V oice conversion with just nearest neighbors,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors V oice conversion with just nearest neighbors,

Reference 77

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source=pdf_text observed=2026-08-04T01:43:21.145154Z digest=sha256:4fb2eeb011d5428307d781bce1ce90a3208b7d4d894d50ad16ccd5b277158a2b

Observation 462b5bd1-726b-4686-b182-ccda5404b716 · outbound

This paper cites Resemblyzer: Analyze and compare voices with deep learning,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Resemblyzer: Analyze and compare voices with deep learning,

Reference 78

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source=pdf_text observed=2026-08-04T01:43:21.268807Z digest=sha256:5c90d5f65c3403ee17982b02818abb0c9ad4917d0001eb766c3af8a5ce9e90ab

Observation 814c9252-4e67-46fd-a575-0faaa4565f71 · outbound

This paper cites Generalized end-to- end loss for speaker verification,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Generalized end-to- end loss for speaker verification,

Reference 79

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source=pdf_text observed=2026-08-04T01:43:21.373261Z digest=sha256:729b60de922989a9e9c67f5c7604d4e2a7ab5814503b54fec5db04b469ec8de8

Observation 9dcbcf6a-e200-4451-8c3f-da8c74db5780 · outbound

This paper cites The T05 system for the V oiceMOS Challenge 2024: Transfer learning from deep image classifier to naturalness MOS prediction of high-quality synthetic speech,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors The T05 system for the V oiceMOS Challenge 2024: Transfer learning from deep image classifier to naturalness MOS prediction of high-quality synthetic speech,

Reference 80

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source=pdf_text observed=2026-08-04T01:43:21.483021Z digest=sha256:391cd47dab014d9a4b52e5a5e8d348d3a00f4c46938f86fab4db5beffc23c972

Observation 970b229a-6d51-4e98-96c8-e33375bc0cd5 · outbound

This paper cites PromptTTS: Control- lable text-to-speech with text descriptions,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors PromptTTS: Control- lable text-to-speech with text descriptions,

Reference 81

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source=pdf_text observed=2026-08-04T01:43:21.587382Z digest=sha256:b4a4bbb80cf3fbd2f0a7bbbccaf09ecba127bd49af4b8ac63b4a2a03235ca623

Observation fdfb9ba2-8aac-4857-97d6-e29ff5ef5f63 · outbound

This paper cites Silhouettes: A graphical aid to the interpretation and validation of cluster analysis,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Silhouettes: A graphical aid to the interpretation and validation of cluster analysis,

Reference 82

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source=pdf_text observed=2026-08-04T01:43:21.743951Z digest=sha256:68213acc11d241b9fdc9b955c9deb43883c1fee4aa459cd32b5a20eb54328fb3

Observation 690b1eef-978e-462f-ba3b-fe5e8a89cd18 · outbound

This paper cites Scikit-learn: Machine learning in Python,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Scikit-learn: Machine learning in Python,

Reference 83

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source=pdf_text observed=2026-08-04T01:43:21.846059Z digest=sha256:ec89bc37cacd2fabbf4a0311a920cd16fd21d45fa14eeb0f53cb578ac064570f

Observation a2325b15-5f9a-46d0-8265-9b3319349523 · outbound

This paper cites BigVGAN: A Universal Neural Vocoder with Large-Scale Training.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors BigVGAN: A Universal Neural Vocoder with Large-Scale Training

Reference 84

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source=pdf_text observed=2026-08-04T01:43:21.961191Z digest=sha256:80f4b9e0c5e43bff8df2438ea4e9a32e59cf00038d35bafadaf15b93b564d806

Observation bc75ac46-5b08-4555-9db7-fed8a2569dfc · outbound

This paper cites UMAP: Uniform manifold approximation and projection,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors UMAP: Uniform manifold approximation and projection,

Reference 85

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source=pdf_text observed=2026-08-04T01:43:22.186330Z digest=sha256:c5e2a1d409499bc181f37c9f76b2fe06562fe8af277d7921aff81bf08aa4953f

Observation 8c3eaf58-89b5-4866-b1bd-2120ad4d6842 · outbound

This paper cites Finding and evaluating community structure in networks,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Finding and evaluating community structure in networks,

Reference 86

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source=pdf_text observed=2026-08-04T01:43:22.304644Z digest=sha256:26659cba8891c57b8c293945e13c54beaabaf059805326e0f4f7682ca7eb2fa9

Observation f4d20cd6-0957-45c8-9b71-63a6b27be3bd · outbound

This paper cites Specificity and stability in topology of protein networks,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Specificity and stability in topology of protein networks,

Reference 87

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source=pdf_text observed=2026-08-04T01:43:22.489660Z digest=sha256:ee2f16cec290938413b340b3e5c18446f89332db3c528e68564b414a2e5f9c6e

Observation 987054d3-100c-4047-af34-7dd522a62f75 · outbound

This paper cites Recommendation ITU-R BS.1770-5: Algorithms to measure audio programme loudness and true-peak audio level,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Recommendation ITU-R BS.1770-5: Algorithms to measure audio programme loudness and true-peak audio level,

Reference 88

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source=pdf_text observed=2026-08-04T01:43:22.642346Z digest=sha256:3e1eab6141dc934194cd678750b61cc94bf94a48cf6c8c8a5c1b4362aa152daf

Observation a5c12242-e4a1-4710-a719-b861ec9ccb4f · outbound

This paper cites C2PA tech- nical specification, version 2.1,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors C2PA tech- nical specification, version 2.1,

Reference 89

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source=pdf_text observed=2026-08-04T01:43:22.788225Z digest=sha256:228bc7d6180bce6d64c5e987526c7c690e6cf8fbaa67ef7cbdf754fb55548aab

Observation 464b73cd-cb1b-48c9-9d6f-dd039c0b4fbd · outbound

This paper cites Detecting audio generated by ElevenLabs with SynthID,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Detecting audio generated by ElevenLabs with SynthID,

Reference 90

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source=pdf_text observed=2026-08-04T01:43:22.888314Z digest=sha256:86cd96db9befbfbd636a16976daf9fd3e6a8cb5372e1a67923d7aff70023082b

Observation 4191a521-2983-4b3f-94d8-78caf246528b · outbound

This paper cites Listen to your favorite books and articles voiced by icons,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Listen to your favorite books and articles voiced by icons,

Reference 91

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source=pdf_text observed=2026-08-04T01:43:23.033076Z digest=sha256:34c67e2b93240c90b99541a318cb69ae1c3fdae3769f5e45a0e80057ea59aa5a

Observation 7a081dd0-a096-4c7c-8030-790dd334a648 · outbound

This paper cites Respeecher implements content cre- dentials for voice marketplace to combat synthetic speech misuse,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Respeecher implements content cre- dentials for voice marketplace to combat synthetic speech misuse,

Reference 92

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source=pdf_text observed=2026-08-04T01:43:23.133228Z digest=sha256:a93674c701323f6fb403ec1e104883588f4fc233f007b01edb8a8942228023d3

Observation 468d79c9-deb6-43d6-9a4c-a22f3f84d420 · outbound

This paper cites What is personal voice? Azure AI speech documentation,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors What is personal voice? Azure AI speech documentation,

Reference 93

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source=pdf_text observed=2026-08-04T01:43:23.204516Z digest=sha256:94595bd512ea13efc02839571b9f7e776336205ab19549faf23c01f42af50130

Observation 11af3096-fbfc-4391-87a7-74da2ffe8e7e · outbound

This paper cites Navigating the challenges and opportu- nities of synthetic voices,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Navigating the challenges and opportu- nities of synthetic voices,

Reference 94

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source=pdf_text observed=2026-08-04T01:43:23.353484Z digest=sha256:7804195ecdc6869dfbb5051f87d8231728bcde042d5c161941d8ba4c9e237fcc

Observation 591a6d25-83ff-4cd8-a2c6-5017609b9d8f · outbound

This paper cites Proactive detection of voice cloning with localized watermarking,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Proactive detection of voice cloning with localized watermarking,

Reference 95

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source=pdf_text observed=2026-08-04T01:43:23.553342Z digest=sha256:12544024f593f00d44d6375d169ff42311b7ca20b4e49dbd7a6009915edf4758

Observation 3fc6b763-66df-4a2a-9da3-edf326c127d6 · outbound

This paper cites General understanding on AI and copy- right in Japan (AIと著作権に関す る考え方に つ い て),.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors General understanding on AI and copy- right in Japan (AIと著作権に関す る考え方に つ い て),

Reference 96

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source=pdf_text observed=2026-08-04T01:43:23.741472Z digest=sha256:36de0224c27cb4bafdbbcb079fba03ca09c61a50e16ce944c31d451890bbffd5

Observation 42b1fe03-2f30-46be-881b-3449a0869032 · outbound

This paper cites On the invertibility of a voice privacy system using embedding alignment,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors On the invertibility of a voice privacy system using embedding alignment,

Reference 97

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source=pdf_text observed=2026-08-04T01:43:23.897307Z digest=sha256:d114b211f17a4ced3376962d123cce0bf5a91c4199f46adfa751d8a284aba93d

Observation a5f25327-a955-401c-a736-1f9ff2b29616 · outbound

This paper cites Act on the protection of personal information (APPI), act no. 57 of 2003, as amended,.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Act on the protection of personal information (APPI), act no. 57 of 2003, as amended,

Reference 98

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source=pdf_text observed=2026-08-04T01:43:24.077381Z digest=sha256:d0e8a736a5021a51cdf49de7894d3dad1b82ba9a566460f0092422ed7328f960

Observation 7dad0fea-af34-4489-999f-8ba067bf1bd7 · outbound

This paper cites Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Reference 99

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source=pdf_text observed=2026-08-04T01:43:24.217701Z digest=sha256:26ed54dad1360c25548567fdfa8252698e25340dcc39d9300ca0c7c3170f1208

Observation e8055867-34d4-4ec0-bb3b-cb6b5950cfed · outbound

This paper cites Group Normalization.

A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors Group Normalization

Reference 100

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source=pdf_text observed=2026-08-04T01:43:24.373103Z digest=sha256:ff476562627dd9c62639019f3e9f736c542ec006af9464833caa323869dc7e92

Pith citing papers

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