Paper Citation Record · LEDGER

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation

As of 8 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 2 inbound Pith citation observations for arXiv:2505.15004.

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

pith.paper-citation-record.v1
2505.15004 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:30:36.600275Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:30:33.930912Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

39 of 39 outbound references displayed

verified exact3
verified fuzzy16
unresolved19
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 198e4187-60d1-40ae-909a-e47c601fccc9 · outbound

This paper cites EASY: Emotion-aware Speaker Anonymization via Factorized Distillation.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation EASY: Emotion-aware Speaker Anonymization via Factorized Distillation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:33.930912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4b4d3a8-cc93-48e3-82ca-ec9b269ac95b · outbound

This paper cites an unresolved cited work.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:30:37.038410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 970dbd83-bc31-49fc-8382-fffd9df50f81 · outbound

This paper cites Dataset We train EASY using the training portions of both the Lib- riSpeech [28] and LibriTTS [29] corpora.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Dataset We train EASY using the training portions of both the Lib- riSpeech [28] and LibriTTS [29] corpora

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:37.028658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 874e0e59-c6ca-4602-95d0-4acc4c7f64e3 · outbound

This paper cites an unresolved cited work.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Unresolved cited work

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T15:30:37.016844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 53901543-c9d8-41f4-b434-e7b55d07a359 · outbound

This paper cites Speaker identity is first disentangled using a supervised classifier, producing a speaker-independent representation.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Speaker identity is first disentangled using a supervised classifier, producing a speaker-independent representation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:37.006358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 96e2530a-9857-4d2f-97a5-9a2746081b89 · outbound

This paper cites an unresolved cited work.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:30:36.995560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ee9b3edb-3147-4912-ad71-262c7aebca6b · outbound

This paper cites an unresolved cited work.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:30:36.984332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2c6be2a3-d5e2-4a77-a880-eda5ccc1eb85 · outbound

This paper cites Moshi: a speech-text foundation model for real-time dialogue.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Moshi: a speech-text foundation model for real-time dialogue

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:34.761517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30413a33-0c12-489e-aee1-2006289fca67 · outbound

This paper cites Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:34.872228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f8e7d93-e3ec-4553-9f37-a35982475fb3 · outbound

This paper cites Adapting General Disentanglement-Based Speaker Anonymization for Enhanced Emotion Preservation.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Adapting General Disentanglement-Based Speaker Anonymization for Enhanced Emotion Preservation

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:30:36.757607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 420119ee-e7bb-4689-b2db-1c10dbc7721d · outbound

This paper cites The voiceprivacy 2020 challenge: Results and findings,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation The voiceprivacy 2020 challenge: Results and findings,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:36.974239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d4856ac8-a685-4b28-bbf7-77558d383de7 · outbound

This paper cites The voiceprivacy 2022 challenge: Progress and perspec- tives in voice anonymisation,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation The voiceprivacy 2022 challenge: Progress and perspec- tives in voice anonymisation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:36.963920Z

Source-reported events for the cited work

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Observation fdfaab5b-a642-4136-953a-348acff1100d · outbound

This paper cites The VoicePrivacy 2024 Challenge Evaluation Plan.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:35.135306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 253d0efc-150c-4113-bcfe-5c663207518f · outbound

This paper cites Speaker anonymisation using the mcadams co- efficient,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Speaker anonymisation using the mcadams co- efficient,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:36.953226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 87a6899c-0e43-449c-94a4-be0bb4670658 · outbound

This paper cites Improving speaker de-identification with functional data analysis of f0 trajectories,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Improving speaker de-identification with functional data analysis of f0 trajectories,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:35.265049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e846ce8b-9eab-4c13-8aa5-9f3e0bca68f4 · outbound

This paper cites Speaker anonymiza- tion by pitch shifting based on time-scale modification,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Speaker anonymiza- tion by pitch shifting based on time-scale modification,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:36.935949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a5474b93-e62c-46d4-ad54-6957a291fd48 · outbound

This paper cites Privacy and utility of x-vector based speaker anonymiza- tion,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Privacy and utility of x-vector based speaker anonymiza- tion,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:36.926325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 47de9b19-db89-43dd-bc52-cc27d3f2127f · outbound

This paper cites Speaker anonymization using orthogonal Householder neural network.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Speaker anonymization using orthogonal Householder neural network

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:30:36.731285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a70635d3-d9a2-4f20-83f6-dbbfdea6964e · outbound

This paper cites Dis- tinguishable speaker anonymization based on formant and fun- damental frequency scaling,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Dis- tinguishable speaker anonymization based on formant and fun- damental frequency scaling,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:36.914745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e654ac20-bf51-4086-bae9-c4e64a453260 · outbound

This paper cites Prosody is not identity: A speaker anonymization approach using prosody cloning,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Prosody is not identity: A speaker anonymization approach using prosody cloning,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:36.903851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 192a6bfd-f099-4980-a6d1-2a9d47d64857 · outbound

This paper cites Distinctive and natural speaker anonymization via singular value transformation- assisted matrix,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Distinctive and natural speaker anonymization via singular value transformation- assisted matrix,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:36.893073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fa6c6e0d-30bf-408a-9f75-aa345bb68551 · outbound

This paper cites Speaker anonymization using neural audio codec language models,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Speaker anonymization using neural audio codec language models,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:36.883456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7d3bc3c6-f7b9-4d17-9c11-db7f28aacd36 · outbound

This paper cites MUSA: Multi-lingual speaker anonymization via serial disen- tanglement,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation MUSA: Multi-lingual speaker anonymization via serial disen- tanglement,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:36.873028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eb0be5cd-d109-4d0d-b926-0902266a4081 · outbound

This paper cites Salt: Dis- tinguishable speaker anonymization through latent space transfor- mation,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Salt: Dis- tinguishable speaker anonymization through latent space transfor- mation,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:36.862252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 42ba75be-8371-4866-b3b4-c8deeb91e9e7 · outbound

This paper cites NWPU-ASLP System for the VoicePrivacy 2022 Challenge.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation NWPU-ASLP System for the VoicePrivacy 2022 Challenge

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:30:36.715710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ec6480a6-fcad-4548-bd3d-74723a45db51 · outbound

This paper cites NPU-NTU System for Voice Privacy 2024 Challenge.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation NPU-NTU System for Voice Privacy 2024 Challenge

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:36.064371Z

Source-reported events for the cited work

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Observation 820d4c77-a299-429b-8aa1-25d957227a7e · outbound

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

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation WavLM: Large-scale self- supervised pre-training for full stack speech processing,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:36.073990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f619372-433f-4e44-baf3-81c64b1af81b · outbound

This paper cites emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:36.078119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8315c05d-acaa-4d8a-b8ca-094a9873eb14 · outbound

This paper cites Language modeling with gated convolutional networks,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Language modeling with gated convolutional networks,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:36.843689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a03cb183-98be-45a1-b9d0-5eac9e45bd7b · outbound

This paper cites Neural discrete representa- tion learning,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Neural discrete representa- tion learning,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:36.186145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fb72ea3-0c45-46da-8637-16335c415d8d · outbound

This paper cites SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:36.244621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d66a765-7a62-4447-a8fe-81d02f264211 · outbound

This paper cites HiFi-GAN: Generative adversarial networks for efficient and high fidelity speech synthesis,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation HiFi-GAN: Generative adversarial networks for efficient and high fidelity speech synthesis,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:36.324730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 253a6c96-6aff-4fbb-b24d-1f91f865a911 · outbound

This paper cites HiFi-Codec: Group-residual Vector quantization for High Fidelity Audio Codec.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation HiFi-Codec: Group-residual Vector quantization for High Fidelity Audio Codec

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:36.404353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74faf3e4-1d6c-4555-92c3-852891efc1ca · outbound

This paper cites Lib- riSpeech: an asr corpus based on public domain audio books,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Lib- riSpeech: an asr corpus based on public domain audio books,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:36.819896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b3295ebf-d24a-4ac1-b320-05d138f3d8b0 · outbound

This paper cites LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:36.515701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e375618c-99d5-423f-a137-05f81a1e5d36 · outbound

This paper cites IEMOCAP: Interactive emotional dyadic motion capture database,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation IEMOCAP: Interactive emotional dyadic motion capture database,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:36.565042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e779790-8d96-41b1-8f70-ae37354db7d8 · outbound

This paper cites Anonymizing Speech: Evaluating and Designing Speaker Anonymization Techniques.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Anonymizing Speech: Evaluating and Designing Speaker Anonymization Techniques

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:36.583819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 587c064d-858a-46e7-95a2-8bdb903fa253 · outbound

This paper cites HLTCOE JHU Submission to the Voice Privacy Challenge 2024.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation HLTCOE JHU Submission to the Voice Privacy Challenge 2024

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:36.587841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee39ac8b-036c-4bec-8eeb-1295b0b96370 · outbound

This paper cites System descrip- tion: Speaker anonymization system with sentiment transfer and feature interpolation,.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation System descrip- tion: Speaker anonymization system with sentiment transfer and feature interpolation,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:36.802506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 198e4187-60d1-40ae-909a-e47c601fccc9 · inbound