Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T21:03:50.616649Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2411.09167.
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 2026-08-12T21:03:50.616649Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation aebfcad1-9433-4e40-a47d-b7152ce54428 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Deepfake detection: Current challenges and next steps,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 04d81a3e-1812-4ca5-a923-c132e258baa5 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Deepfake generation, detection and datasets: a rapid-review,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fe50a0c5-b082-48ba-bb03-de58ac6e9cf2 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Listen to This Deepfake Audio Impersonating a CEO in Brazen Fraud Attempt,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ea2b6ddd-123f-4f30-8fff-2f9b12a22a5f · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Telegram Still Hasn’t Removed an AI Bot That’s Abusing Women,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 621e5e9a-dc45-4d07-a193-8b4b647e461b · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation WaveFake: A Data Set to Facilitate Audio Deepfake Detection,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2525813-e802-404b-883e-b07e413f2542 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation P-flow: A fast and data-efficient zero-shot tts through speech prompting,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 48931689-c0c4-4b8c-979b-a394767daa44 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Phoneme hallucinator: One-shot voice conversion via set expansion,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 20c01067-5c2c-43c7-8102-78cab9e1b8db · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation A review of modern audio deepfake de- tection methods: challenges and future directions,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b7875bd8-8415-4c32-81c4-2c5575b9a0ee · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation AI-Synthesized V oice Detection Using Neural V ocoder Artifacts,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b28150f5-6399-4659-bec9-a4a786d59fd6 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Spoofing speech detection using modified relative phase information,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bbf5cfda-d9e3-4104-a3b2-6ea9b950bacd · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Robustness of speech spoofing detectors against adversarial post-processing of voice conversion,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8ca4d97b-15e5-40ec-89f5-c4af54fdeb7c · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Detecting spoofed speeches via segment-based word cqcc and average zcr for embedded systems,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b61c2bb1-17dc-4007-aa1c-be2b67282926 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Detecting ai-synthesized speech using bispectral analysis
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2855a35f-82c0-468a-8c0f-4196f934212f · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Fake Audio Detection Based On Unsupervised Pretraining Models,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 34627ef9-0ad9-4600-8c1b-379c65f4cf92 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Aasist: Audio anti-spoofing using integrated spectro-temporal graph attention networks,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bb285b13-9a30-4218-9c41-aa37295ca1dd · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation A robust audio deepfake detection system via multi-view feature,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e9f1a0d2-f3dc-4c58-b75e-5ebe507e76b2 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Towards end-to-end synthetic speech detection,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fec4fbec-7fc5-43dd-9bb7-5266f27a305e · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Does audio deepfake detection generalize?
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c730db81-5258-42b6-b145-1d26e928cb4f · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Sedeptts: Enhancing the naturalness via semantic dependency and local convolution for text-to-speech synthesis,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a6d52a78-cce8-47db-bc24-91d5e3264148 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Drvc: A frame- work of any-to-any voice conversion with self-supervised learning,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c605c15d-bb5f-4882-b3bf-987edebc7e80 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation WaveNet: A Generative Model for Raw Audio
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c6374b2-b10b-4a39-b5af-0ac885e673ce · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Efficient neural audio synthesis,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 877aff25-41f8-4692-8b4e-b5d06b7450bc · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Guided-tts: A diffusion model for text-to- speech via classifier guidance,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7d8b0804-acdd-4b4b-b658-8c73c0a7fa2f · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Grad- tts: A diffusion probabilistic model for text-to-speech,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f0bde8c4-fef3-4144-b34e-2e4bc366190e · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Melgan: Generative adversarial networks for conditional waveform synthesis,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ef7e56b-ef17-4b49-ad37-4dcdae36f867 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Dspgan: a gan-based universal vocoder for high-fidelity tts by time- frequency domain supervision from dsp,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dbb75dca-e490-49b1-ae4d-b0733b569a0d · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 539ff319-10f4-419f-8349-91413cac04d6 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Hierspeech: Bridging the gap between text and speech by hierarchical variational inference using self-supervised representations for speech synthesis,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f6711423-c16d-4e9d-b2a8-b25daa92b9fe · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Unisyn: an end-to-end unified model for text-to-speech and singing voice synthesis,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8f7e01f4-cf42-4151-a032-e722445fb7b1 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation ” hello, it’s me
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4f32f520-36e3-4ed5-93b5-13d6fd41ef7d · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Audio replay attack detection with deep learning frameworks
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 059b43dc-4cc9-4475-bc22-495de91d6c6d · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Improved rawnet with feature map scaling for text-independent speaker verification using raw waveforms,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 11621a76-62e0-4285-aec2-e2707a5b9b2c · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Asvspoof 2021: Towards spoofed and deepfake speech detection in the wild,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 89eea66c-b226-4055-9d75-087b47d7221f · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Stc antispoofing systems for the asvspoof2019 challenge,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3b9e7a7d-82fc-4071-bbd0-7e57ef2dc2fd · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Domain Generalization via Aggregation and Separation for Audio Deepfake Detection,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 000d6ec5-0b0c-4ea5-a0b3-b8a869968d20 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Fully automated end-to-end fake audio detection,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b04acc32-b85b-4168-9e60-e02ee0f9b99e · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Deepfake audio detection with vision transformer based method,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 538aa9f7-c70e-46c3-9c78-c4c12eee19e3 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Audio spectrogram transformer for synthetic speech detection via speech formant analysis,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation daebac64-bb1e-488b-b90d-d872590f7ade · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Audio transformer for synthetic speech detection via multi-formant analysis,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 87e51d2a-19b3-4bfd-a435-cc249074bfe6 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4018a5d5-aa32-4b34-a67a-0bdf73e356fd · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Towards attention-based contrastive learning for audio spoof detection,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 40d5e325-2705-4440-a6a8-5b24fce36ad6 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Deep residual learning for image recognition,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0ec93cc-7c56-40ab-ba2e-2d413d495fa8 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation How does batch normalization help optimization?
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f69dd6e7-bceb-45cc-ab44-910e29567ec0 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Do You Really Mean That? Content Driven Audio-Visual Deepfake Dataset and Multimodal Method for Temporal Forgery Localization,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1536f258-f88c-422b-a485-f31d1bd884f0 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Focal loss for dense object detection,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ecdfb60-8d23-4ae0-84eb-036d7ee22b78 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Transferring Audio Deepfake Detection Capability across Languages,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation db382c65-5051-4ae2-ae4f-7d76bc31b311 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Parallel Wavegan: A Fast Waveform Generation Model Based on Generative Adversarial Networks with Multi-Resolution Spectrogram,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3710c738-201f-41e2-89f1-ce19c1a245c8 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Hifi-gan: Generative adversarial networks for efficient and high fidelity speech synthesis,
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4105ee4-2270-468f-add7-554cb6ea21a0 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation The lj speech dataset,
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 010e184a-b160-43cd-9268-97607cd3389b · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation JSUT corpus: free large-scale Japanese speech corpus for end-to-end speech synthesis
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1bd94059-e8f2-4a82-8a32-9aaf21ecda34 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Conformer: Convolution- augmented Transformer for Speech Recognition,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 75385680-2562-4535-a18b-495763690df2 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Libritts: A corpus derived from librispeech for text-to-speech,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 80007aa0-991e-4878-8652-46158991b821 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation End-to-end spectro-temporal graph attention networks for speaker ver- ification anti-spoofing and speech deepfake detection,
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19753f59-73a5-47be-9155-d0eb26188e62 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation wav2vec 2.0: A frame- work for self-supervised learning of speech representations,
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7964a61d-0d1f-42df-ba87-5741f83702e5 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation WavLM: Large-Scale Self-Supervised Pre- Training for Full Stack Speech Processing,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d9fa4ad3-51e8-4cd6-8287-c0e4eaefdfb3 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Wav2CLIP: Learning Robust Audio Representations from Clip,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 34979645-32d9-4f95-a81d-6c342e6e74ea · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Audioclip: Extending Clip to Image, Text and Audio,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 79ebbbf1-12b5-4bc1-8c13-3fb05833543c · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 84f2265d-9fb6-4361-a936-c78e38d90854 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Gradient centralization: A new optimization technique for deep neural networks,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0a26ebd8-7da7-4f63-86dd-ccbbaef3b541 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Visualizing data using t-SNE
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 315c7e29-26e8-4ed9-87d3-528985034b0a · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Grad-cam: Visual explanations from deep networks via gradient-based localization,
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6a772e7-4641-421c-8504-51d2aae22ed4 · outbound
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Available: https://www.vice.com/en/article/pkyqvb/ deepfake-audio-impersonating-ceo-fraud-attempt
Reference 2020
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
No inbound Pith citation observations are available.