RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection | Paper Citation Record

Observation aea90a2c-2222-454c-9f75-4a0144114113 · outbound

This paper cites Neural codec language models are zero-shot text to speech synthesizers,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Neural codec language models are zero-shot text to speech synthesizers,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:32.992495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 12477678-004c-44c9-ab93-8dbf9c484638 · outbound

This paper cites Vits2: Improving quality and efficiency of single-stage text-to-speech with adversarial learning and architecture design,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Vits2: Improving quality and efficiency of single-stage text-to-speech with adversarial learning and architecture design,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:32.740609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6d1ffbe1-c4fa-4bf3-ae06-1c867f0ec99d · outbound

This paper cites Eele: Exploring efficient and extensible lora integration in emotional text-to-speech,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Eele: Exploring efficient and extensible lora integration in emotional text-to-speech,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:32.550712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a18731cd-9859-4dde-9523-f2aa8ccc3027 · outbound

This paper cites F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:13.302699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d5932f7-3b35-4dfe-bf02-e56ffdf40042 · outbound

This paper cites One-class learning towards synthetic voice spoofing detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection One-class learning towards synthetic voice spoofing detection,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:32.365004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation efd7465e-7756-4800-8fa9-a7488f2e97c7 · outbound

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

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection A comparison of features for synthetic speech detection,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:32.157971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0871df23-7621-409c-b9ca-9a97f77feb31 · outbound

This paper cites Long range acoustic and deep features perspective on asvspoof 2019,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Long range acoustic and deep features perspective on asvspoof 2019,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:32.006764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 79161d2b-1a12-4b52-9380-63e59dc1190e · outbound

This paper cites Audio Deepfake Detection: A Survey.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Audio Deepfake Detection: A Survey

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:14.068943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9535fa52-59a2-4922-9bdf-f3bc6f554d5e · outbound

This paper cites A comparative study on recent neural spoofing countermeasures for synthetic speech detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection A comparative study on recent neural spoofing countermeasures for synthetic speech detection,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:31.675330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7890477b-fe2e-4df9-8e33-f1c43f20f21c · outbound

This paper cites Attention-based convolutional neural network for asv spoofing detection.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Attention-based convolutional neural network for asv spoofing detection

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:31.475393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b72feae2-cbfb-4c94-aa6e-46553204ddd2 · outbound

This paper cites Channel-Wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Channel-Wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:31.295374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3835c340-efa3-4c59-95e5-aaa028a6e64d · outbound

This paper cites Raw differentiable architecture search for speech deepfake and spoofing detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Raw differentiable architecture search for speech deepfake and spoofing detection,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:30.858741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5a480c2f-35f4-4d24-98e2-9323cc295067 · outbound

This paper cites Towards end-to-end synthetic speech detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Towards end-to-end synthetic speech detection,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:30.516078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ef194170-1ea6-4097-baaf-ead0e9104393 · outbound

This paper cites Generalized fake audio detection via deep stable learning,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Generalized fake audio detection via deep stable learning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:30.318107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 90598eb8-39db-4ef4-8cb0-3604e25c6fac · outbound

This paper cites End-to-end spectro-temporal graph attention networks for speaker ver- ification anti-spoofing and speech deepfake detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection End-to-end spectro-temporal graph attention networks for speaker ver- ification anti-spoofing and speech deepfake detection,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:30.147378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 69050859-d75e-4639-8899-900fccbc0c36 · outbound

This paper cites Robust Audio Anti-Spoofing with Fusion-Reconstruction Learning on Multi- Order Spectrograms,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Robust Audio Anti-Spoofing with Fusion-Reconstruction Learning on Multi- Order Spectrograms,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:30.013975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 945a3436-36fc-43bd-96e9-63c1880c118f · outbound

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

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Aasist: Audio anti-spoofing using integrated spectro-temporal graph attention networks,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:29.871112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4ff21896-5131-44c3-a15b-86b981a4d87e · outbound

This paper cites Graph-based spectro- temporal dependency modeling for anti-spoofing,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Graph-based spectro- temporal dependency modeling for anti-spoofing,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:29.682661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3079561c-e19c-4d84-8d5d-15077d7d573f · outbound

This paper cites Discriminative frequency information learning for end-to-end speech anti-spoofing,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Discriminative frequency information learning for end-to-end speech anti-spoofing,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:29.442593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ae4170f9-6719-4c47-9eaf-7fd111786fde · outbound

This paper cites Audio deepfake detection based on a combination of f0 information and real plus imaginary spectrogram features,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Audio deepfake detection based on a combination of f0 information and real plus imaginary spectrogram features,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:31.067067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fa1f2cb2-fa2d-4768-b1a7-ef428fd72ca1 · outbound

This paper cites Frame-to-utterance convergence: A spectra-temporal approach for unified spoofing detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Frame-to-utterance convergence: A spectra-temporal approach for unified spoofing detection,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:29.274174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d6ed040a-1f6d-42e1-9823-4ba88d1a3ae8 · outbound

This paper cites Speaker recognition from raw waveform with sincnet,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Speaker recognition from raw waveform with sincnet,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:15.526681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6650bde4-ae5f-4f26-9107-dbee2af1b218 · outbound

This paper cites End-to-end spectro-temporal graph attention networks for speaker ver- ification anti-spoofing and speech deepfake detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection End-to-end spectro-temporal graph attention networks for speaker ver- ification anti-spoofing and speech deepfake detection,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:28.921896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0ce3bd81-6552-4ae8-b26b-a171352a7d23 · outbound

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

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection End-to-end anti-spoofing with rawnet2,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:15.717405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c971aad-974b-4d6f-89eb-1d1a2605a643 · outbound

This paper cites V oice deepfake detection using the self-supervised pre-training model hubert,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection V oice deepfake detection using the self-supervised pre-training model hubert,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:28.611151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 94c41dbb-1c43-4e83-a154-b97e6af7b953 · outbound

This paper cites Investigating Self-Supervised Front Ends for Speech Spoofing Countermeasures,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Investigating Self-Supervised Front Ends for Speech Spoofing Countermeasures,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:28.304694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e11105db-8160-4596-863e-81d35e086c54 · outbound

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

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Wavlm: Large-scale self-supervised pre- training for full stack speech processing,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:16.037265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f692f92a-0e1b-4d17-94e1-44c7086b704f · outbound

This paper cites Anti-Spoofing Using Transfer Learning with Variational Information Bottleneck,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Anti-Spoofing Using Transfer Learning with Variational Information Bottleneck,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:28.062418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 365e3fe8-7ca4-48b1-9085-d979414fecb6 · outbound

This paper cites Representation Selective Self-distillation and wav2vec 2.0 Feature Exploration for Spoof-aware Speaker Verification,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Representation Selective Self-distillation and wav2vec 2.0 Feature Exploration for Spoof-aware Speaker Verification,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:27.862761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6acc08ce-f250-4d3c-afea-b9191b0bedb5 · outbound

This paper cites Ftdkd: Frequency- time domain knowledge distillation for low-quality compressed audio deepfake detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Ftdkd: Frequency- time domain knowledge distillation for low-quality compressed audio deepfake detection,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:27.661549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d1e4a109-c4dd-4c63-a4a3-44548d493f17 · outbound

This paper cites Genuine-focused learning using mask autoencoder for generalized fake audio detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Genuine-focused learning using mask autoencoder for generalized fake audio detection,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:27.528378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fe2f75ec-cc75-4098-91c9-9b3bc60c4b18 · outbound

This paper cites The codecfake dataset and countermeasures for the universally detection of deepfake audio,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection The codecfake dataset and countermeasures for the universally detection of deepfake audio,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:27.357822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e3bc4668-9cf3-45b5-9249-51f137ad6e88 · outbound

This paper cites Investigating self-supervised front ends for speech spoofing countermeasures,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Investigating self-supervised front ends for speech spoofing countermeasures,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:16.614057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75e9f38a-ffc8-4f79-a6ee-9bfd4aa8922e · outbound

This paper cites Audio deepfake detection with self-supervised wavlm and multi-fusion attentive classi- fier,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Audio deepfake detection with self-supervised wavlm and multi-fusion attentive classi- fier,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:27.145558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8048985d-28a9-4942-baf4-624a999d36bf · outbound

This paper cites Investigating self-supervised front ends for speech spoofing countermeasures,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Investigating self-supervised front ends for speech spoofing countermeasures,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:31.847680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 90f0c403-4a0b-4345-a034-305babccc0fe · outbound

This paper cites Fully automated end-to-end fake audio detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Fully automated end-to-end fake audio detection,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:26.965796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8d3a9a3a-3b4a-4b6d-8ea4-993a8ee0cf5d · outbound

This paper cites Ssast: Self-supervised audio spectrogram transformer,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Ssast: Self-supervised audio spectrogram transformer,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:26.755071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fa8b74c2-818c-4c61-a472-f94dc23f154b · outbound

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

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Attentive merging of hidden embeddings from pre-trained speech model for anti-spoofing detection,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:26.608571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0e4aa7c8-a368-453b-b982-eaf02eed5a7f · outbound

This paper cites Spoofed training data for speech spoofing countermeasure can be efficiently created using neural vocoders,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Spoofed training data for speech spoofing countermeasure can be efficiently created using neural vocoders,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:26.447076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0b3afc98-30b3-4cdc-9e8d-86cba55cab00 · outbound

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

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:26.319763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bb201854-d9aa-4c39-a144-5b1fb41ca0f7 · outbound

This paper cites Mixture of experts fusion for fake audio detection using frozen wav2vec 2.0,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Mixture of experts fusion for fake audio detection using frozen wav2vec 2.0,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:26.124140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4599a052-8316-4a2f-94ad-9097fd2b5069 · outbound

This paper cites Partially- connected differentiable architecture search for deepfake and spoofing detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Partially- connected differentiable architecture search for deepfake and spoofing detection,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:25.872972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fd03a834-5294-490a-9bb3-3920bc2e707d · outbound

This paper cites Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:17.549621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 725ab8e6-1924-44c8-9723-5fb09dc686a7 · outbound

This paper cites Design, analysis and experimental eval- uation of block based transformation in mfcc computation for speaker recognition,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Design, analysis and experimental eval- uation of block based transformation in mfcc computation for speaker recognition,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:25.674914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9fa49183-083f-4a5a-893c-93b8051980fa · outbound

This paper cites Known-unknown data augmentation strategies for detection of logical access, physical access and speech deepfake attacks: Asvspoof 2021,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Known-unknown data augmentation strategies for detection of logical access, physical access and speech deepfake attacks: Asvspoof 2021,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:25.547485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0d511f72-250d-4c2e-bd30-260b82c7eb45 · outbound

This paper cites Leaf: A learnable frontend for audio classification,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Leaf: A learnable frontend for audio classification,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:25.381950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6130702a-9ab0-4f8a-8f16-c2e4533b4c95 · outbound

This paper cites Siamese network with wav2vec feature for spoofing speech detection.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Siamese network with wav2vec feature for spoofing speech detection

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:25.253945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cc0c5ff2-38ea-4ffb-8825-e055ecc638ac · outbound

This paper cites The vicomtech audio deepfake detection system based on wav2vec2 for the 2022 add challenge,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection The vicomtech audio deepfake detection system based on wav2vec2 for the 2022 add challenge,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:25.116735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bd59936c-47f8-4610-954c-9a949863fa16 · outbound

This paper cites Detec- tion of cross-dataset fake audio based on prosodic and pronunciation features,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Detec- tion of cross-dataset fake audio based on prosodic and pronunciation features,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:24.978768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3216a8a2-5185-4a4b-b239-79c7bb0145fa · outbound

This paper cites Fakesound: Deepfake general audio detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Fakesound: Deepfake general audio detection,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:24.835852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 86bd5aa0-8959-4024-a9ed-f9815bff4491 · outbound

This paper cites EAT: Self-Supervised Pre-Training with Efficient Audio Transformer.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection EAT: Self-Supervised Pre-Training with Efficient Audio Transformer

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:18.308937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0beca6d6-5409-4aff-8881-f8ef0005ec92 · outbound

This paper cites AudioGen: Textually Guided Audio Generation.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection AudioGen: Textually Guided Audio Generation

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:18.396585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f564912c-2505-4657-a263-05c8885c4ab9 · outbound

This paper cites Audiocaps: Generating captions for audios in the wild,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Audiocaps: Generating captions for audios in the wild,

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:18.476379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e494513e-f393-481c-be44-e6eb82b46f22 · outbound

This paper cites Xls-r: Self-supervised cross-lingual speech representation learning at scale,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Xls-r: Self-supervised cross-lingual speech representation learning at scale,

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:18.571447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 388bebda-0ef4-4933-9355-11b55deff85f · outbound

This paper cites End-to-end wireframe parsing,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection End-to-end wireframe parsing,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:24.651501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 20aff865-fb9a-4d22-837e-81ed00697855 · outbound

This paper cites Fsd: An initial chinese dataset for fake song detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Fsd: An initial chinese dataset for fake song detection,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:24.546688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e7e60d45-bc4b-43c1-8cd1-36bbbf53e14f · outbound

This paper cites Singfake: Singing voice deepfake detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Singfake: Singing voice deepfake detection,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:24.430575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5d54ac84-a7a6-4575-ad15-8ccee7e7c147 · outbound

This paper cites Masked au- toencoders are scalable vision learners,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Masked au- toencoders are scalable vision learners,

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:18.892529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caab074c-4816-433c-b9e7-203c3dd1d12a · outbound

This paper cites Instructional mask autoencoder: A scalable learner for hyperspectral image classification,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Instructional mask autoencoder: A scalable learner for hyperspectral image classification,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:24.261480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ee0847ff-ebbb-45df-9ff3-ff8eb1f7aa5c · outbound

This paper cites Ss-mae: Spatial–spectral masked autoencoder for multisource remote sensing image classifica- tion,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Ss-mae: Spatial–spectral masked autoencoder for multisource remote sensing image classifica- tion,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:24.122370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 02382f14-9928-426a-99c4-fa4f56bb0a3a · outbound

This paper cites Mae-yolov8-based small object detection of green crisp plum in real complex orchard environments,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Mae-yolov8-based small object detection of green crisp plum in real complex orchard environments,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:23.938482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dfd3946f-9437-401c-8131-c39b7beeca08 · outbound

This paper cites Pimae: Point cloud and image interactive masked autoencoders for 3d object detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Pimae: Point cloud and image interactive masked autoencoders for 3d object detection,

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:19.213968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52c44121-9f9b-4880-8428-fca9ef617e8a · outbound

This paper cites Graph-guided masked autoencoder for process anomaly detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Graph-guided masked autoencoder for process anomaly detection,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:23.741615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0df737fe-52cc-482a-863a-89d1953bd799 · outbound

This paper cites Maeday: Mae for few-and zero-shot anomaly- detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Maeday: Mae for few-and zero-shot anomaly- detection,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:23.584258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a00d532a-4dc4-4c6b-80b9-afa5db442628 · outbound

This paper cites DFREC: DeepFake Identity Recovery Based on Identity-aware Masked Autoencoder.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection DFREC: DeepFake Identity Recovery Based on Identity-aware Masked Autoencoder

Reference 67

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:12:21.053655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 887efabf-9413-4705-bea0-dbb9bdb9ce87 · outbound

This paper cites Partial reconstruction error for deepfake detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Partial reconstruction error for deepfake detection,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:23.429820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5ff49d18-33f3-4d42-9012-b28e978cdd6a · outbound

This paper cites Exploring self-supervised vision transformers for deepfake detection: A comparative analysis,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Exploring self-supervised vision transformers for deepfake detection: A comparative analysis,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:23.240509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 17121c00-4001-4ae8-afa9-fcff515a6b3d · outbound

This paper cites Ancogen: Analysis, control and generation of speech with a masked autoencoder,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Ancogen: Analysis, control and generation of speech with a masked autoencoder,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:23.065308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 41fee682-d9a5-4339-8ef1-cafbcd1dcdfd · outbound

This paper cites Audio super- resolution with robust speech representation learning of masked au- toencoder,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Audio super- resolution with robust speech representation learning of masked au- toencoder,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:22.925241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d771e3fa-ccdf-436a-aaf2-3580b272cc4c · outbound

This paper cites Transformer models improve the acoustic recognition of buzz-pollinating bee species,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Transformer models improve the acoustic recognition of buzz-pollinating bee species,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:22.725347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 42d56cbb-4641-475d-a630-0c711f076477 · outbound

This paper cites A vector quantized masked autoencoder for speech emotion recognition,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection A vector quantized masked autoencoder for speech emotion recognition,

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:22.573796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e56a856d-0b9b-424a-bfed-a39fbb94c36e · outbound

This paper cites Masked autoencoders that listen,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Masked autoencoders that listen,

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:20.159785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7cfcee6-649c-41cd-95e7-58759968bf10 · outbound

This paper cites Asvspoof 2019: Future horizons in spoofed and fake audio detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Asvspoof 2019: Future horizons in spoofed and fake audio detection,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:22.318933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d9c80589-25ba-476b-9bd0-0d940dada65e · outbound

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

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Asvspoof 2021: accelerating progress in spoofed and deepfake speech detection,

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:22.133087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 83cc4eb2-d0a9-446e-aa7e-37c976feedb2 · outbound

This paper cites Tandem assessment of spoofing countermeasures and automatic speaker verifi- cation: Fundamentals,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Tandem assessment of spoofing countermeasures and automatic speaker verifi- cation: Fundamentals,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:21.994533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 89bc360f-d515-4542-9d32-3f10854b7c36 · outbound

This paper cites Rawboost: A raw data boosting and augmentation method applied to automatic speaker verification anti-spoofing,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Rawboost: A raw data boosting and augmentation method applied to automatic speaker verification anti-spoofing,

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:21.834607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 35eecc80-d40b-4098-a238-5ce717495b5d · outbound

This paper cites Towards attention-based contrastive learning for audio spoof detection,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Towards attention-based contrastive learning for audio spoof detection,

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:21.622441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation afaf47f0-0fd1-49d7-84c0-2925db0c8d68 · outbound

This paper cites High fidelity neural audio compression,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection High fidelity neural audio compression,

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:20.745778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd28ebe8-e90e-4922-8f94-c10631be8117 · outbound

This paper cites Generalizable speech spoofing detection against silence trimming with data augmentation and multi- task meta-learning,.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Generalizable speech spoofing detection against silence trimming with data augmentation and multi- task meta-learning,

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:21.411931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers