Paper Citation Record · LEDGER

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection

As of 23 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2507.15101.

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

pith.paper-citation-record.v1
2507.15101 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:45:11.760379Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

33 of 33 outbound references displayed

verified exact0
verified fuzzy31
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 51bfc4ce-feb9-46c5-80f5-a61119ad8363 · outbound

This paper cites Asvspoof 2021: Towards spoofed and deepfake speech detection in the wild,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Asvspoof 2021: Towards spoofed and deepfake speech detection in the wild,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:16.564490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e374992a-a05d-4fa9-b979-6abd41688f0e · outbound

This paper cites Interpretable temporal class activation repre- sentation for audio spoofing detection,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Interpretable temporal class activation repre- sentation for audio spoofing detection,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:16.376228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4f42dd24-c6bc-48e7-a6bc-3af6dd108c05 · outbound

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

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Graph-based spectro- temporal dependency modeling for anti-spoofing,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:16.195700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ad849590-7a0f-4d18-894e-d85e11189eb0 · outbound

This paper cites Graph attention networks for anti-spoofing,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Graph attention networks for anti-spoofing,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:15.995092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 234eb3e1-b88e-44dc-999a-bccd4bb4599c · outbound

This paper cites Robust audio anti-spoofing system based on low-frequency sub-band information,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Robust audio anti-spoofing system based on low-frequency sub-band information,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:15.845672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 94863461-649a-4ca9-b65d-8e0417b7aa3b · outbound

This paper cites The partialspoof database and countermeasures for the detection of short fake speech segments embedded in an utterance,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection The partialspoof database and countermeasures for the detection of short fake speech segments embedded in an utterance,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:15.714442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 17f0861e-14fd-4bee-9752-0fb4ea7288e3 · outbound

This paper cites A survey on speech deepfake detection,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection A survey on speech deepfake detection,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:15.539878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7dd6936a-b8d8-4371-8e1c-ae81489a004c · outbound

This paper cites Analyzing the impact of splicing artifacts in partially fake speech signals,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Analyzing the impact of splicing artifacts in partially fake speech signals,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:15.346143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ef6db844-5a5a-44dc-a0a4-5fd3ab2df541 · outbound

This paper cites A comparative study on physical and perceptual features for deepfake audio detection,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection A comparative study on physical and perceptual features for deepfake audio detection,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:15.230439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b260a5cd-f7e7-4eaa-bc57-e789486ddcce · outbound

This paper cites Robust ai- synthesized speech detection using feature decomposition learning and synthesizer feature augmentation,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Robust ai- synthesized speech detection using feature decomposition learning and synthesizer feature augmentation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:15.095518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c3868e24-04bd-4223-8b12-0ff2ab2dd593 · outbound

This paper cites Phoneme-level feature discrepancies: A key to detecting sophisticated speech deepfakes,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Phoneme-level feature discrepancies: A key to detecting sophisticated speech deepfakes,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:14.955223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation be136b76-aa2e-4439-887d-15561dcde98c · outbound

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

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Domain generalization via aggregation and separation for audio deepfake detection,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:14.839457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 55dc3c46-a6ba-4b60-ab44-901de4dcc2de · outbound

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

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Aasist: Audio anti-spoofing using integrated spectro-temporal graph attention networks,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:14.681705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 66e80a0d-64d5-4ac9-a607-ee923e97e0f2 · outbound

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

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Towards end-to-end synthetic speech detection,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:14.516530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 92458585-d7c3-4e7c-bac9-1d56af92b2f4 · outbound

This paper cites Detecting synthetic speech manipulation in real audio recordings,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Detecting synthetic speech manipulation in real audio recordings,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:14.356012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 17349f15-d5a5-4457-ac61-90fd5ca5f967 · outbound

This paper cites The vicomtech partial deepfake de- tection and location system for the 2023 add challenge.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection The vicomtech partial deepfake de- tection and location system for the 2023 add challenge

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:14.171904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d8b47c12-6b06-4815-b936-9fbe0f140ae7 · outbound

This paper cites Transsionadd: A multi-frame reinforcement based sequence tagging model for audio deepfake detection,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Transsionadd: A multi-frame reinforcement based sequence tagging model for audio deepfake detection,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:14.035322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ef5f71ee-cb58-4b85-993e-fb4af3c5fd27 · outbound

This paper cites Convolutional recurrent neural network and multitask learning for manipulation region location.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Convolutional recurrent neural network and multitask learning for manipulation region location

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:13.873449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 12212f1a-40b6-4809-a21a-f06cff48020c · outbound

This paper cites Multi-grained backend fusion for manipulation region location of partially fake audio.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Multi-grained backend fusion for manipulation region location of partially fake audio

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:13.750362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e0708121-1f96-4dd6-a5f6-74dd7dfc8a8a · outbound

This paper cites Multi-task learning in utterance-level and segmental-level spoof detection,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Multi-task learning in utterance-level and segmental-level spoof detection,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:13.565141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation aeba74e8-8fc3-4f77-ab96-86b4fb564355 · outbound

This paper cites Fake audio detection based on unsupervised pretraining models,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Fake audio detection based on unsupervised pretraining models,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:13.416585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 550e82b2-1bf0-4700-a520-352b96a62432 · outbound

This paper cites Integrating frame-level boundary detection and deepfake detection for locating manipulated regions in partially spoofed audio forgery attacks,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Integrating frame-level boundary detection and deepfake detection for locating manipulated regions in partially spoofed audio forgery attacks,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:13.288829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 64da8fd6-1f2a-4ca0-b64d-dc52fa5408f5 · outbound

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

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection How do neural spoofing countermeasures detect partially spoofed audio?

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:13.111323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 12c538fa-5baa-4609-91db-b53b25657ce8 · outbound

This paper cites Spatiotemporal inconsistency learning for deepfake video detection,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Spatiotemporal inconsistency learning for deepfake video detection,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:12.956060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9cfbb6c8-cb08-43e8-bbaf-4ccbfcd8b839 · outbound

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

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Asvspoof 2019: Future horizons in spoofed and fake audio detection,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:12.836881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b131ae5f-17fc-41bc-b483-a959d190a0ee · outbound

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

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Xls-r: Self-supervised cross-lingual speech representation learning at scale,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:12.694117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 631100b5-3a1a-4e89-9aba-86a4f824e83f · outbound

This paper cites Half- truth: A partially fake audio detection dataset,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Half- truth: A partially fake audio detection dataset,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:12.578525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation aa034c39-5879-447c-8e46-22ec8cb457a4 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Adam: A Method for Stochastic Optimization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:45:11.283509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a15df6e4-129b-43fb-8f99-21a2dbc037ae · outbound

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

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Frame-to-utterance convergence: A spectra-temporal approach for unified spoofing detection,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:12.402077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fc240649-0bdf-454f-89ad-63d9b73b8fb1 · outbound

This paper cites Local self-attention-based hybrid multiple instance learning for partial spoof speech detection,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Local self-attention-based hybrid multiple instance learning for partial spoof speech detection,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:12.248071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a422d6b8-4526-439a-9baa-6130bdfef0e7 · outbound

This paper cites Weakly-supervised Audio Temporal Forgery Localization via Progressive Audio-language Co-learning Network.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Weakly-supervised Audio Temporal Forgery Localization via Progressive Audio-language Co-learning Network

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T15:45:11.640320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51dbb4a2-0038-4094-931f-030b04c539ce · outbound

This paper cites Coarse-to-fine proposal refinement framework for audio temporal forgery detection and localization,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Coarse-to-fine proposal refinement framework for audio temporal forgery detection and localization,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:12.135596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4105022d-ce76-4349-bade-2d273fa63d99 · outbound

This paper cites Wavlm and omni-scale cnns: Enhancing boundary detection in partially spoofed audio,.

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection Wavlm and omni-scale cnns: Enhancing boundary detection in partially spoofed audio,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:45:11.999081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.