Paper Citation Record · LEDGER

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil

As of 9 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2607.28770.

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

pith.paper-citation-record.v1
2607.28770 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T00:31:12.327133Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

40 of 40 outbound references displayed

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External citation measurements

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Outbound references

Observation 36be0d34-5f43-49cd-9b67-33d1b918f346 · outbound

This paper cites Deepfakes and disinformation: Ex- ploring the impact of synthetic political video on deception, uncer- tainty, and trust in news,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Deepfakes and disinformation: Ex- ploring the impact of synthetic political video on deception, uncer- tainty, and trust in news,

Reference 1

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Observation 859483c8-e0e2-41b5-ba11-9e005c138a1f · outbound

This paper cites Deepfakes and democracy (theory): How synthetic audio- visual media for disinformation and hate speech threaten core democratic functions,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Deepfakes and democracy (theory): How synthetic audio- visual media for disinformation and hate speech threaten core democratic functions,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.163899Z

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Observation 15e8897e-af9e-42b0-9077-16e25002ae80 · outbound

This paper cites Do deepfake videos undermine our epistemic trust? a thematic analysis of tweets that discuss deepfakes in the Russian invasion of Ukraine,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Do deepfake videos undermine our epistemic trust? a thematic analysis of tweets that discuss deepfakes in the Russian invasion of Ukraine,

Reference 3

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Observation a97943b5-f697-47f8-ba50-32d08e52d75b · outbound

This paper cites Analyzing misinformation claims during the 2022 Brazilian general election on WhatsApp, Twitter, and Kwai,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Analyzing misinformation claims during the 2022 Brazilian general election on WhatsApp, Twitter, and Kwai,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.172632Z

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Observation a54dc514-6a97-4063-bf84-dd649d73baaa · outbound

This paper cites ASVspoof2019 vs. ASVspoof5: Assessment and comparison,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil ASVspoof2019 vs. ASVspoof5: Assessment and comparison,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.177672Z

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Observation 547594e9-364a-498d-9949-049a3a071982 · outbound

This paper cites Speech is silver, silence is golden: What do ASVspoof- trained models really learn?.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Speech is silver, silence is golden: What do ASVspoof- trained models really learn?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.182731Z

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Observation cea790da-e369-4ce9-acda-f5f01edd86c2 · outbound

This paper cites Is synthetic voice detection research going into the right direction?.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Is synthetic voice detection research going into the right direction?

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.187592Z

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Unavailable: canonical work link unavailable.

Observation 73786261-98dc-4c91-977e-4c78efbd92ec · outbound

This paper cites FairSSD: Understanding bias in synthetic speech detectors,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil FairSSD: Understanding bias in synthetic speech detectors,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.191424Z

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Observation 0319bc23-c8b0-4d99-b81c-7766cfa495e4 · outbound

This paper cites BRSpeech-DF: A deep fake synthetic speech dataset for Portuguese zero-shot TTS,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil BRSpeech-DF: A deep fake synthetic speech dataset for Portuguese zero-shot TTS,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.195442Z

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Observation 41a92b26-52dc-4ba1-9b26-2273baed8dd8 · outbound

This paper cites Brazil’s electoral deepfake law tested as ai-generated content targeted local elections,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Brazil’s electoral deepfake law tested as ai-generated content targeted local elections,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.199579Z

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Observation f01afa4a-d4f6-4def-bda9-58df7e13647e · outbound

This paper cites Does audio deepfake detection generalize?.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Does audio deepfake detection generalize?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.203646Z

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Observation 928ec427-3f0f-416f-a924-b4431f5339d3 · outbound

This paper cites Speech DF arena: A leaderboard for speech DeepFake detection models,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Speech DF arena: A leaderboard for speech DeepFake detection models,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.207954Z

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Observation fdd969d2-7a5e-4085-838d-1e29479effdb · outbound

This paper cites Is audio spoof detection robust to laundering attacks?.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Is audio spoof detection robust to laundering attacks?

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.212189Z

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Observation 30b20aab-cdb2-42b7-8d4a-7bb529bd40aa · outbound

This paper cites Measuring the robustness of audio deep- fake detection under real-world corruption,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Measuring the robustness of audio deep- fake detection under real-world corruption,

Reference 14

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Observation a156e625-2e8c-4205-8ea6-8d3c343ec710 · outbound

This paper cites Gender Fairness in Audio Deepfake Detection: Performance and Disparity Analysis.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Gender Fairness in Audio Deepfake Detection: Performance and Disparity Analysis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.222164Z

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Observation 73935482-afbe-4434-a944-96162db457c5 · outbound

This paper cites Towards Trustworthy Audio Deepfake Detection: A Systematic Framework for Diagnosing and Mitigating Gender Bias.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Towards Trustworthy Audio Deepfake Detection: A Systematic Framework for Diagnosing and Mitigating Gender Bias

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.227216Z

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Observation b0d085c3-2673-46c8-b199-bf5a524a7123 · outbound

This paper cites Towards quantifying and reducing language mismatch effects in cross- lingual speech anti-spoofing,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Towards quantifying and reducing language mismatch effects in cross- lingual speech anti-spoofing,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.232115Z

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Unavailable: canonical work link unavailable.

Observation 00a12857-7df1-4f5b-95c0-cedcaff29689 · outbound

This paper cites Revealing cross-lingual bias in synthetic speech detection under controlled conditions,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Revealing cross-lingual bias in synthetic speech detection under controlled conditions,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.236562Z

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Observation ca6dd46b-3c54-4d20-9277-a1a339d8cefe · outbound

This paper cites How do neural spoofing countermeasures detect partially spoofed audio?.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil How do neural spoofing countermeasures detect partially spoofed audio?

Reference 19

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Observation bd9522d2-9898-45d7-8c2c-bce08f18c7c5 · outbound

This paper cites Audio deepfake detectors vs. real fraud: The fall of benchmarks,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Audio deepfake detectors vs. real fraud: The fall of benchmarks,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.244502Z

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Observation 3b87ea82-90ca-4187-af59-c48161ea1211 · outbound

This paper cites WhisperX: Time-accurate speech transcription of long-form audio,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil WhisperX: Time-accurate speech transcription of long-form audio,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.248488Z

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Observation 6cf13542-33ba-49ea-ae73-19bec0129bb3 · outbound

This paper cites OmniV oice: Masked generative speech modeling with bidirec- tional attention,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil OmniV oice: Masked generative speech modeling with bidirec- tional attention,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.252723Z

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Observation 51f9a02f-dc0b-4a28-b129-f1966d409de1 · outbound

This paper cites XTTS: A massively multilingual zero-shot text-to-speech model,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil XTTS: A massively multilingual zero-shot text-to-speech model,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.256584Z

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Observation 734f3f67-7d2a-44e9-a6c8-650f7b42fa25 · outbound

This paper cites Chatterbox: Sota open-source tts,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Chatterbox: Sota open-source tts,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.260629Z

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Observation d27358a5-3436-407e-b413-2f7f0b5c3c79 · outbound

This paper cites VoxCPM2 Technical Report.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil VoxCPM2 Technical Report

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.264652Z

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Observation 69c8804e-7edc-47f2-8ac5-232980fb0696 · outbound

This paper cites Qwen3-TTS Technical Report.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Qwen3-TTS Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.268667Z

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Observation 040df598-f9a7-46d9-a932-70c5e3792bef · outbound

This paper cites Seed-VC: Zero-shot voice conversion and singing voice con- version,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Seed-VC: Zero-shot voice conversion and singing voice con- version,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.272771Z

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Observation b4e91695-3d2e-40b5-8f25-afa32820f9c5 · outbound

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

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil V oice conversion with just nearest neighbors,

Reference 28

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Observation 042dac45-1503-4a75-a2f7-5387bbc98dcb · outbound

This paper cites OpenVoice: Versatile Instant Voice Cloning.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil OpenVoice: Versatile Instant Voice Cloning

Reference 29

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Observation 71e856a5-5308-43db-8130-4157e0fa74b3 · outbound

This paper cites X-VC: Zero-shot Streaming Voice Conversion in Codec Space.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil X-VC: Zero-shot Streaming Voice Conversion in Codec Space

Reference 30

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Observation ca3a5311-a37c-4fe1-a337-b0f3b844df9c · outbound

This paper cites EZ-VC: Easy Zero-shot Any-to-Any Voice Conversion.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil EZ-VC: Easy Zero-shot Any-to-Any Voice Conversion

Reference 31

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Observation 29cc6d87-6a16-4f12-9f74-3d2c863ca4b3 · outbound

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Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Claude sonnet model family,

Reference 32

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Observation 12353025-5d49-4de0-965c-2bc6b7fa1aad · outbound

This paper cites Real Time Speech Enhancement in the Waveform Domain.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Real Time Speech Enhancement in the Waveform Domain

Reference 33

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Observation 39ad2b67-76dc-46d9-946a-004406d4436c · outbound

This paper cites MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.301680Z

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Observation fc99e6ae-ae19-49a5-8b24-1412327e192a · outbound

This paper cites Silero vad: pre-trained enterprise-grade voice activity detec- tor (vad), number detector and language classifier,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Silero vad: pre-trained enterprise-grade voice activity detec- tor (vad), number detector and language classifier,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.305802Z

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Observation d9d3ab53-e92f-4f0b-92c2-605eb4c70abb · outbound

This paper cites UTMOS: Utokyo-sarulab system for voicemos challenge 2022,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil UTMOS: Utokyo-sarulab system for voicemos challenge 2022,

Reference 36

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Observation 9b1e82a9-5e8c-4a21-b1ba-d7d12696d9a3 · outbound

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Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil ECAPA-TDNN: Emphasized channel attention, propagation and aggregation in tdnn based speaker verification,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.314592Z

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Observation 17878fff-2f8f-4cd9-9bbf-6477888763cc · outbound

This paper cites AASIST: Audio anti-spoofing using integrated spectro-temporal graph attention networks,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil AASIST: Audio anti-spoofing using integrated spectro-temporal graph attention networks,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.319003Z

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Observation 8ec78b50-c1a6-4d50-aa0d-16c292c9a387 · outbound

This paper cites End-to-end anti-spoofing with rawnet2,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil End-to-end anti-spoofing with rawnet2,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.322954Z

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Observation f13d4eb8-80c9-4e9c-991a-3eb0a331a9c6 · outbound

This paper cites Harder or different? understanding generalization of audio deepfake detection,.

Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil Harder or different? understanding generalization of audio deepfake detection,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T00:31:12.327133Z

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