Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T18:34:13.276274Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2502.10329.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T18:34:13.276274Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c56d37a1-7210-47ed-82b7-e37cb69c57c6 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Music streaming and digital music consumption in sweden,
Reference 1
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 d85a115e-3f97-466f-b320-355e7cbcd173 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect The playlist experience: Personal playlists in music streaming services,
Reference 2
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 324ee590-c06c-4062-980c-56b4d486c128 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Spotify streaming: patterns and prediction,
Reference 3
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 2cc1f2fc-7b54-400b-9af0-d44e22a584d3 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect The impact of streaming on music industry revenues–a scenario analysis,
Reference 4
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 6d60e521-7d4a-41a0-a611-efde30e5ee5c · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect A com- parison of features for synthetic speech detection,
Reference 5
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 5f6f7f39-2a7d-49ce-9bc6-9f4f8fdae38e · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect The DeepFake Detection Challenge Dataset,
Reference 6
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 4b59f98e-b801-4d99-9e03-b9f7a5ac8e89 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Exposing deepfake videos by detecting face warping artifacts,
Reference 7
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 28993276-6299-476e-a7f5-bf34ea6933f4 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Fakecatcher: Detec- tion of synthetic portrait videos using biological signals,
Reference 8
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 a2bccd04-3d1a-4e17-b82a-86de46abf1d6 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Artificial intelligence makes voice cloning easy and ’the monster is already on the loose’
Reference 9
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 c1725dd0-2dc7-428b-9efb-5f3eff52bf96 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect One-shot voice conversion by separating speaker and content rep- resentations with instance normalization,
Reference 10
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 e4b682ec-8c9e-45e1-aa30-039e820f132d · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Autovc: Zero-shot voice style transfer with only autoencoder loss,
Reference 11
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 312faabb-b91d-43cb-bffe-af107859da3c · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Natural tts synthesis by conditioning wavenet on mel spectrogram predictions,
Reference 12
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 c4f94966-7f3e-46a8-a177-16bbeed91fa4 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Fastspeech: Fast, robust and controllable text to speech,
Reference 13
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 729d6cb9-4a94-46ee-a975-ae2ad913adb6 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Speech watermarking with controllable robustness using deep steganography,
Reference 14
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 ea236624-fe95-47d4-a00f-0a03e9c36f20 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Robust au- dio watermarking via neural steganography learning,
Reference 15
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 399f55dc-7e09-44c8-bfc0-40754ead750d · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Deepmark: Deep learning- based audio watermarking for copyright protection,
Reference 16
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 df752834-94e9-4f8a-9ad6-b01d00fca994 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect V oid: A fast and light voice liveness detection system,
Reference 17
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 c987b6f4-e39f-4b6a-b850-54fe06a06250 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect An audio captcha to distinguish humans from computers,
Reference 18
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 5f6665da-9d44-4640-9b4d-49e383c2ac3a · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect ”hello? who am i talking to?
Reference 19
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 496f6d79-6548-4326-a996-6312ac591b0a · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Deepsonar: Towards effective and robust detection of ai-synthesized fake voices,
Reference 20
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 cc7047d9-88a2-48c0-af48-6cc581569f21 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Deep- sonar: Towards effective and robust detection of ai- synthesized fake voices,
Reference 21
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 1bf35384-e9a9-4ca2-915c-096d50200498 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Detecting ai- generated voice using multi-scale time-frequency fea- tures,
Reference 22
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 c5821881-4e30-4ff1-9ef9-d2b85de5f3cd · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect V oiceprint: A two-branch cnn architecture for distinguishing between human and ai-generated speech,
Reference 23
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 9bd7d3b4-7eb7-4003-b0e0-b256a6c458b2 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Real-time detection of ai-cloned voices using wavelet scattering transform,
Reference 24
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 60375819-d638-4c2c-8f0f-af101a9d4626 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect A survey on detection of ai-synthesized speech: Recent advances and challenges,
Reference 25
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 7e605b27-8639-41ad-9632-44adba56eda0 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Factors affecting the frequency discrimination of complex tones and their implications for models of auditory pattern perception,
Reference 26
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 35353edb-4d1f-4f05-8f35-8dcebc0663ff · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Iso/iec mpeg-2 ad- vanced audio coding,
Reference 27
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 28123648-8d53-49f1-a407-6d9b6505afd6 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Perceptual coding of digital audio,
Reference 28
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 034648cb-458f-43a1-8cbc-cf6f66f3905c · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Cstr vctk corpus: English multi-speaker corpus for cstr voice cloning toolkit
Reference 29
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 bf46a27e-60ea-4fc8-aad8-c9cccb679697 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Neural text normalization with subword units,
Reference 30
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 95866464-63dc-4582-92e6-e9d9a24b967c · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Tacotron: Towards End-to-End Speech Synthesis
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3960d319-4deb-4a75-a3b1-834b045cba8e · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Natural tts synthesis by conditioning wavenet on mel spectrogram predictions,
Reference 32
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 07f6493b-59ac-4326-beba-f96f77f3002a · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Deep voice 3: 2000- speaker neural text-to-speech,
Reference 33
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 c19b05be-bb84-4943-a068-019d9501fb15 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect FastSpeech 2: Fast and High-Quality End-to-End Text to Speech
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d048181e-9ec4-4f56-9aee-408fd94ac615 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Signal estimation from modi- fied short-time fourier transform,
Reference 35
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 98b2121a-6a28-4e29-ac1d-d9c13cdd313f · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Parallel wave- gan: A fast waveform generation model based on gener- ative adversarial networks with multi-resolution spectro- gram,
Reference 36
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 9ba7901d-4bc6-4afa-af36-4847377a8bba · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Hifi-gan: Generative adversarial networks for efficient and high fidelity speech synthesis,
Reference 37
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 2e7f24d3-48b7-43c9-a432-90e65813564e · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Conditional variational autoencoder with adversarial learning for end-to-end text- to-speech,
Reference 38
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 a2144e7a-681a-49d0-b297-98d80281c03b · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Zwicker and H
Reference 39
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 f23bc514-1133-4c7c-8f3d-5dbbf805ec3a · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Bosi and R
Reference 40
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 4a36724d-233a-4ab4-a772-854c4f7e3988 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect The ISO/MPEG-1 audio coding stan- dard,
Reference 41
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 b74eea0b-d880-4996-bfdd-83fae431a64a · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Transform coding of audio signals using perceptual noise criteria,
Reference 42
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 755e207b-357d-4a76-9584-24d9114c728d · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Defend- ing your voice: Adversarial attack on voice conversion
Reference 43
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 22de6eb0-2281-48b1-9f2b-fdb435778afe · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Active defense against voice conversion through generative adversar- ial network,
Reference 44
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 3ffb6412-ac09-421e-9d15-c54eaf6249c8 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Subdivision of the audible frequency range into critical bands,
Reference 45
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 deb40939-0c56-4d10-a5aa-f7241b27461a · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect A dwt-based rational dither modulation scheme for effective blind audio watermark- ing,
Reference 46
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 1cb28d19-9bf2-4043-aee0-a428f4380c51 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Vctk: A speech dataset for voice conversion,
Reference 47
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 80a5f399-2114-46bb-8a8c-c1141855605c · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Elevenlabs text-to-speech api
Reference 48
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 483796f7-597b-412d-bfcf-219637c01d40 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect GPT-SoVITS: Zero-shot voice style transfer through decoupled style delivery,
Reference 49
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 fd6cdc4c-cf41-4892-a320-19cd8e0eb8f6 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect XTTS v2: Zero-shot text-to-speech with multi- voice training
Reference 50
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 274b802c-92c4-4231-aa26-e1274c7f6fd3 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect OpenAGI: When LLM Meets Domain Experts
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc31d27d-02e9-4448-a840-678c6b080808 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e60413ff-6270-4fde-8a4a-80713b702567 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect X-vectors: Robust DNN embeddings for speaker recognition,
Reference 53
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 d3b24751-6f11-496f-89b3-6661288ad3cf · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Frcrn: Boost- ing feature representation using frequency recurrence for monaural speech enhancement,
Reference 54
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 a2ebd7f6-7542-4708-9c5f-30c104fa57a0 · outbound
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect Pyinstrument: Call stack profiler for python
Reference 55
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.
No inbound Pith citation observations are available.