Paper Citation Record · LEDGER

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking

As of 9 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2505.23821.

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

pith.paper-citation-record.v1
2505.23821 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:30:23.305368Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

35 of 35 outbound references displayed

verified exact0
verified fuzzy27
unresolved7
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ce8aa246-40c0-4bb6-9b4a-fa8a28fb8a28 · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representations.Advances in Neural Information Processing Systems, 33:12449–12460, 2020.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking wav2vec 2.0: A framework for self-supervised learning of speech representations.Advances in Neural Information Processing Systems, 33:12449–12460, 2020

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:19.533987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e9a476a-a309-4a77-a8a6-b58537805d75 · outbound

This paper cites Unsupervised speech recognition.Advances in Neural Information Processing Systems, 34:27826–27839, 2021.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Unsupervised speech recognition.Advances in Neural Information Processing Systems, 34:27826–27839, 2021

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:30.444816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3391f0f1-0317-4df3-8fbf-a3f303b5d435 · outbound

This paper cites Who are you (i really wanna know)? detecting audio {DeepFakes} through vocal tract reconstruction.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Who are you (i really wanna know)? detecting audio {DeepFakes} through vocal tract reconstruction

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:30.252309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5cce21a6-f53e-4e7e-bd38-4870c7acd945 · outbound

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

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Yourtts: Towards zero-shot multi-speaker tts and zero-shot voice conversion for everyone

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:30.044757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c773e669-3bde-4131-8c02-d02cb94053eb · outbound

This paper cites an unresolved cited work.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:20.041352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddbb8dbc-adc4-4b96-9312-3f57ac787e4b · outbound

This paper cites Edit detection in speech recordings via instantaneous electric network frequency variations.IEEE Transactions on Information F orensics and Security, 9(12):2314–2326, 2014.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Edit detection in speech recordings via instantaneous electric network frequency variations.IEEE Transactions on Information F orensics and Security, 9(12):2314–2326, 2014

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:29.840461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 73a7f4c3-5028-4532-9f28-f1e832887368 · outbound

This paper cites Exploring wav2vec 2.0 on speaker verification and language identification.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Exploring wav2vec 2.0 on speaker verification and language identification

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:29.631242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1fdaaba3-9116-4676-9c3d-d1d2ced64112 · outbound

This paper cites Proactive detection of speaker identity manipulation with neural watermarking.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Proactive detection of speaker identity manipulation with neural watermarking

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:29.449243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 54019388-f144-4da7-be5b-37d5a2a96c4a · outbound

This paper cites Make-an-audio: Text-to-audio generation with prompt-enhanced diffusion models.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Make-an-audio: Text-to-audio generation with prompt-enhanced diffusion models

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:29.274963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 21e9a011-e678-45b9-9aea-84d729f18e81 · outbound

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

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Aasist: Audio anti-spoofing using integrated spectro-temporal graph attention networks

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:29.066358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2da925df-1ecc-429f-9a81-c75e52e55b1c · outbound

This paper cites Voice Spoofing Countermeasures: Taxonomy, State-of-the-art, experimental analysis of generalizability, open challenges, and the way forward.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Voice Spoofing Countermeasures: Taxonomy, State-of-the-art, experimental analysis of generalizability, open challenges, and the way forward

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:20.894753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78d1d9bb-3eb1-46d8-a9c0-5d25f29b20bd · outbound

This paper cites Audio splicing detection and localization based on acquisition device traces.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Audio splicing detection and localization based on acquisition device traces

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:28.909287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4cf928e4-33af-46f6-879b-72cd6f9e9e5e · outbound

This paper cites A Structured Self-attentive Sentence Embedding.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking A Structured Self-attentive Sentence Embedding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:21.093798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3035a539-0092-40a8-98a2-5aa1f48bd73b · outbound

This paper cites CRC press, 2018.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking CRC press, 2018

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:28.803276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4969986e-ebd8-456c-92f2-94207d6de85a · outbound

This paper cites V oxceleb: A large-scale speaker identification dataset.Interspeech 2017, 2017.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking V oxceleb: A large-scale speaker identification dataset.Interspeech 2017, 2017

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:28.694980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 29eaab13-5848-44f4-94db-c5597f4da6a3 · outbound

This paper cites WaveNet: A Generative Model for Raw Audio.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking WaveNet: A Generative Model for Raw Audio

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:21.394211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ef27b93-0443-4128-9089-5586914d406f · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Representation Learning with Contrastive Predictive Coding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:21.482461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a1c6554-7711-4a83-98aa-f8e2b9da1c8e · outbound

This paper cites Detecting splicing in digital audios using local noise level estimation.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Detecting splicing in digital audios using local noise level estimation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:28.553502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 20efd79d-de86-4451-80ed-a8c125a4feea · outbound

This paper cites Librispeech: an asr corpus based on public domain audio books.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Librispeech: an asr corpus based on public domain audio books

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:28.245059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5d1a5bb2-b0f0-4a56-966e-bec8ad7788a7 · outbound

This paper cites Deep voice 3: Scaling text-to-speech with convolutional sequence learning.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Deep voice 3: Scaling text-to-speech with convolutional sequence learning

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:27.861405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5d55bff2-a1f8-4fb8-b7c4-5ed2bce8d436 · outbound

This paper cites Ai is spawning a flood of fake trump and harris voices.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Ai is spawning a flood of fake trump and harris voices

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:27.585057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1d6f2bcf-1564-4208-a312-df225c739ac5 · outbound

This paper cites Authenticity verification of audio signals based on fragile watermarking for audio forensics.Expert systems with applications, 91:211–222, 2018.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Authenticity verification of audio signals based on fragile watermarking for audio forensics.Expert systems with applications, 91:211–222, 2018

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:27.185042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3ddc8bfe-cd16-42b8-80f0-dc1c48ce7403 · outbound

This paper cites Fact check: Video does not show joe biden making trans- phobic remarks.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Fact check: Video does not show joe biden making trans- phobic remarks

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:26.888794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 333e574a-3f7a-46ac-b351-21fef8f8704d · outbound

This paper cites Perceptual evaluation of speech quality (pesq)-a new method for speech quality assessment of telephone networks and codecs.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Perceptual evaluation of speech quality (pesq)-a new method for speech quality assessment of telephone networks and codecs

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:26.185879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0b1aa341-2dd9-4509-952b-55ed97a44177 · outbound

This paper cites Audio authenticity: Detecting enf discontinuity with high precision phase analysis.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Audio authenticity: Detecting enf discontinuity with high precision phase analysis

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:25.855481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3bebcf0f-1167-474f-bd47-c38a88cc90ca · outbound

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

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Proactive detection of voice cloning with localized watermarking

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:25.635336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 07b8a183-b077-488f-8c8b-139fed09c4e1 · outbound

This paper cites Watermarking-based digital audio data authentication.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Watermarking-based digital audio data authentication

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:25.244885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7c6b46b8-13f7-4b1a-bb93-4f066bb58ac0 · outbound

This paper cites A short-time objective intelligibility measure for time-frequency weighted noisy speech.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking A short-time objective intelligibility measure for time-frequency weighted noisy speech

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:24.935459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3bcf07c2-864b-40f2-857b-47997afe2584 · outbound

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

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking End-to-end anti-spoofing with rawnet2

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:24.615072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 79911e14-1714-4a52-9d3d-63ce3951abb3 · outbound

This paper cites Audit: Audio editing by following instructions with latent diffusion models.Advances in Neural Information Processing Systems, 36:71340–71357, 2023.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Audit: Audio editing by following instructions with latent diffusion models.Advances in Neural Information Processing Systems, 36:71340–71357, 2023

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:24.290197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 114da7a5-3983-45b3-a660-c2b0bae297ed · outbound

This paper cites Tacotron: Towards end-to-end speech synthesis.Interspeech 2017, page 4006, 2017.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Tacotron: Towards end-to-end speech synthesis.Interspeech 2017, page 4006, 2017

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:24.176377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1c23ad2f-b95b-4c95-ba58-0d29fbd6afd4 · outbound

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

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:23.107233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d819b87b-d0dd-4bec-b0db-f3fb63331f13 · outbound

This paper cites Detecting digital audio forgeries by checking frame offsets.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Detecting digital audio forgeries by checking frame offsets

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:24.047719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 67d372ca-b479-4e5c-8724-2aa6af17e4cc · outbound

This paper cites Digital multimedia audio forensics: past, present and future.Multimedia Tools and Applications, 77:1009–1040, 2018.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Digital multimedia audio forensics: past, present and future.Multimedia Tools and Applications, 77:1009–1040, 2018

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:30:23.825937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3e8e53df-9000-4b69-a4d0-611b4c667356 · outbound

This paper cites an unresolved cited work.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Unresolved cited work

Reference 2023

Resolution: parse uncertain; raw_fallback, observed 2026-08-07T13:30:26.471015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.