Paper Citation Record · LEDGER

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection

As of 11 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2606.16532.

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

pith.paper-citation-record.v1
2606.16532 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T03:10:54.586256Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T03:10:54.586256Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T18:18:50.120496Z

Reference resolution

42 of 42 outbound references displayed

verified exact4
verified fuzzy0
unresolved37
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b2709337-1f50-480d-8755-ab1f124061fb · outbound

This paper cites Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-03T18:18:50.121919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5f000568-7916-4645-a252-7ed6bf81d1a0 · outbound

This paper cites Problem Formulation LetX∈R F×T denote the log-mel spectrogram of an input utterance withFmel frequency bins andTtime frames.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Problem Formulation LetX∈R F×T denote the log-mel spectrogram of an input utterance withFmel frequency bins andTtime frames

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b611413-1210-47b8-a8eb-53f83cc75815 · outbound

This paper cites The training set contains 22,617 bonafide and 22,296 spoofed utterances from 107 speakers.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection The training set contains 22,617 bonafide and 22,296 spoofed utterances from 107 speakers

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a09b897-0b2e-4397-8eb2-f98a95b1576a · outbound

This paper cites In-Domain Detection Table 1 presents detection performance on ASVspoof 2019 LA and 2021 DF.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection In-Domain Detection Table 1 presents detection performance on ASVspoof 2019 LA and 2021 DF

Reference 4

Resolution: malformed identifier; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7b9ce8b-2601-4a9f-9e95-779b7d8479fb · outbound

This paper cites an unresolved cited work.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9934ff58-8428-46ae-9c75-7282310a7ce3 · outbound

This paper cites All scientific content, experimental design, implementa- tion, analysis, and conclusions are the sole work of the authors.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection All scientific content, experimental design, implementa- tion, analysis, and conclusions are the sole work of the authors

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c206ec4-4a54-4dcf-a494-2cc70a53b0b5 · outbound

This paper cites An overview of voice conversion and its challenges: From statistical modeling to deep learning,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection An overview of voice conversion and its challenges: From statistical modeling to deep learning,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bcc45aa-1a1c-4f03-b522-e5bd1e86db59 · outbound

This paper cites Any- to-many voice conversion with location-relative sequence-to- sequence modeling,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Any- to-many voice conversion with location-relative sequence-to- sequence modeling,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c38c9956-27ee-4412-a158-7074f9525966 · outbound

This paper cites Yourtts: Towards zero-shot multi-speaker tts and zero-shot voice conversion for everyone,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Yourtts: Towards zero-shot multi-speaker tts and zero-shot voice conversion for everyone,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b53b4114-718b-480a-a9bd-b2498006260f · outbound

This paper cites Fastspeech 2: Fast and high-quality end-to-end text to speech,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Fastspeech 2: Fast and high-quality end-to-end text to speech,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e376d1f8-706a-477b-82dc-c6e18c2667e6 · outbound

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

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Aasist: Audio anti-spoofing using integrated spectro-temporal graph attention networks,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e78256e3-975e-4448-8350-752d9c6909f2 · outbound

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

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection End-to-end anti-spoofing with rawnet2,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c0ec15a-ee93-40c3-8a64-45936bf4cc86 · outbound

This paper cites Asvspoof 2019: A large-scale public database of synthesized, converted and replayed speech,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Asvspoof 2019: A large-scale public database of synthesized, converted and replayed speech,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d44b2b89-2630-4aca-918c-7fe0d08b4b50 · outbound

This paper cites Does audio deepfake detection generalize?.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Does audio deepfake detection generalize?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a90bbec-9e6a-4657-8a6f-0910a7433378 · outbound

This paper cites Towards generalisable and calibrated audio deepfake detection with self- supervised representations,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Towards generalisable and calibrated audio deepfake detection with self- supervised representations,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61bccb6d-4a07-4c8a-882d-616b430ce3c9 · outbound

This paper cites Beyond Identity: A Generalizable Approach for Deepfake Audio Detection.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Beyond Identity: A Generalizable Approach for Deepfake Audio Detection

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-03T18:18:50.130705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c1df668b-f84d-4e9f-9896-15e297fcd924 · outbound

This paper cites Audio Deepfake Detection: A Survey.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Audio Deepfake Detection: A Survey

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-03T18:18:50.127798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4f6c9e4d-c146-4536-b510-b0fc8e927ab5 · outbound

This paper cites Spoofing-aware speaker verification with un- supervised domain adaptation,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Spoofing-aware speaker verification with un- supervised domain adaptation,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a56cd63f-0cdc-421b-b530-76e7dc378340 · outbound

This paper cites Domain generalization via aggregation and separation for audio deepfake detection,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Domain generalization via aggregation and separation for audio deepfake detection,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4c01e9d-be3e-4cde-aef8-32cae2318124 · outbound

This paper cites ASVspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detec- tion using crowdsourced speech,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection ASVspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detec- tion using crowdsourced speech,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a2b3a49-075d-4765-9d9b-8efa034be263 · outbound

This paper cites A comparison of features for synthetic speech detection,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection A comparison of features for synthetic speech detection,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32088a33-ece5-46b9-b6a9-121d69d71cb7 · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representa- tions,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection wav2vec 2.0: A framework for self-supervised learning of speech representa- tions,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca2b5d18-759c-42fb-85c6-fd968ba69e17 · outbound

This paper cites Vicomtech audio deepfake detection system based on wav2vec 2.0 for the 2022 add chal- lenge,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Vicomtech audio deepfake detection system based on wav2vec 2.0 for the 2022 add chal- lenge,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fa79818-1bea-434e-a638-e962df773dc6 · outbound

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

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Automatic speaker verification spoofing and deep- fake detection using wav2vec 2.0 and data augmentation,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f76aab7-16a0-42e4-ac5f-58b76b7e9ff9 · outbound

This paper cites Attentive merging of hidden embeddings from pre- trained speech model for anti-spoofing detection,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Attentive merging of hidden embeddings from pre- trained speech model for anti-spoofing detection,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af079841-1689-4a2f-ab88-08fa18787203 · outbound

This paper cites Nes2net: A lightweight nested architecture for foundation model driven speech anti-spoofing,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Nes2net: A lightweight nested architecture for foundation model driven speech anti-spoofing,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35cd66e6-a3f7-48da-92b1-d37183322c8b · outbound

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

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection X-vectors: Robust dnn embeddings for speaker recognition,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0ff8a60-3740-4895-a685-5af8363b5e4d · outbound

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

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Ecapa-tdnn: Emphasized channel attention, propagation and aggregation in tdnn based speaker verification,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e9db595-0a27-4138-99d6-00c1030b6208 · outbound

This paper cites Un- masking real-world audio deepfakes: A data-centric approach,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Un- masking real-world audio deepfakes: A data-centric approach,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 901d6683-775c-4592-8dac-5f91fdbf4bb2 · outbound

This paper cites Domain- adversarial training of neural networks,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Domain- adversarial training of neural networks,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75d9b3e5-0e43-422f-ace7-12effaca9c8a · outbound

This paper cites Representation learning: A review and new perspectives,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Representation learning: A review and new perspectives,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff10af92-64e0-438d-8ac9-84496de69b5b · outbound

This paper cites Alden: Dual-level disentanglement with meta- learning for generalizable audio deepfake detection,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Alden: Dual-level disentanglement with meta- learning for generalizable audio deepfake detection,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5dc4e1b-15f4-4499-8dba-8217c6c7a779 · outbound

This paper cites Safeear: Con- tent privacy-preserving audio deepfake detection,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Safeear: Con- tent privacy-preserving audio deepfake detection,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ba94f58-c02c-459a-aeb4-38f2cecb469b · outbound

This paper cites Towards the Next Frontier in Speech Representation Learning Using Disentanglement.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Towards the Next Frontier in Speech Representation Learning Using Disentanglement

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-03T18:18:50.124843Z

Source-reported events for the cited work

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Observation 2abc9d2c-ad6a-4096-aad2-5eca9edb472f · outbound

This paper cites ContentVec: An improved self-supervised speech representation by disentangling speakers,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection ContentVec: An improved self-supervised speech representation by disentangling speakers,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8c2a733-706f-4e3b-a6e0-282707d29f72 · outbound

This paper cites Speaker anonymization using orthogonal Householder neural network,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Speaker anonymization using orthogonal Householder neural network,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3646b1e-b71f-4941-a4f2-5b14cfd38c9f · outbound

This paper cites Speech emo- tion recognition with co-attention based multi-level acoustic infor- mation,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Speech emo- tion recognition with co-attention based multi-level acoustic infor- mation,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ddfa419-d1e4-4f8a-9e8b-c41792b3969c · outbound

This paper cites Disentangling spoof trace for generic face anti-spoofing,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Disentangling spoof trace for generic face anti-spoofing,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cfb0e0a-efe0-451b-ae58-e44835c96092 · outbound

This paper cites Barlow twins: Self-supervised learning via redundancy reduction,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Barlow twins: Self-supervised learning via redundancy reduction,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfa63194-9c73-455e-98e7-14f3f9904b74 · outbound

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

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c09c356-6e4e-4145-8f68-2eebad754a87 · outbound

This paper cites Arcface: Additive angular margin loss for deep face recognition,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Arcface: Additive angular margin loss for deep face recognition,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b69ccd5-fead-4090-a9ce-3861c1244b4f · outbound

This paper cites Stc antispoofing systems for the asvspoof 2019 challenge,.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Stc antispoofing systems for the asvspoof 2019 challenge,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-27T03:10:54.586256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b2709337-1f50-480d-8755-ab1f124061fb · inbound