Paper Citation Record · LEDGER

DarkStream: real-time speech anonymization with low latency

As of 9 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2509.04667.

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

pith.paper-citation-record.v1
2509.04667 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T06:01:28.525099Z

measured 24 of 24 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

24 of 24 outbound references displayed

verified exact0
verified fuzzy16
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8b97d137-e5a0-40fc-8b3c-92759da3e4d1 · outbound

This paper cites Introducing the voiceprivacy initiative,.

DarkStream: real-time speech anonymization with low latency Introducing the voiceprivacy initiative,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.913106Z

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 ca6c0b5e-ff11-4c0d-95d3-ff46a6325c56 · outbound

This paper cites Anonymiz- ing speech with generative adversarial networks to preserve speaker privacy,.

DarkStream: real-time speech anonymization with low latency Anonymiz- ing speech with generative adversarial networks to preserve speaker privacy,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.897515Z

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 edd9acd7-e929-4b1a-b9ad-adef37a09d56 · outbound

This paper cites Are disentangled representations all you need to build speaker anonymization systems?.

DarkStream: real-time speech anonymization with low latency Are disentangled representations all you need to build speaker anonymization systems?

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.879994Z

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 f7400a9f-51d5-433a-aac6-ef7168bb609b · outbound

This paper cites End-to-end streaming model for low-latency speech anonymization,.

DarkStream: real-time speech anonymization with low latency End-to-end streaming model for low-latency speech anonymization,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.862911Z

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 89e8ebee-b05c-4cd6-b3de-64c6580efc73 · outbound

This paper cites Speaker Anonymisation Using the McAdams Coefficient,.

DarkStream: real-time speech anonymization with low latency Speaker Anonymisation Using the McAdams Coefficient,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.847706Z

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 07b88e86-7105-4b99-b398-f310f2147fd5 · outbound

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

DarkStream: real-time speech anonymization with low latency Improving speaker de- identification with functional data analysis of f0 trajectories,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.832051Z

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 971bb881-0ad9-4123-8785-cbc8f749613a · outbound

This paper cites X-vectors: Robust dnn embeddings for speaker recognition,.

DarkStream: real-time speech anonymization with low latency X-vectors: Robust dnn embeddings for speaker recognition,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.815896Z

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 7357f5e1-2a3e-4c8e-8c8f-d1254baa8dbb · outbound

This paper cites Design Choices for X-Vector Based Speaker Anonymization,.

DarkStream: real-time speech anonymization with low latency Design Choices for X-Vector Based Speaker Anonymization,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.800260Z

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 6c89354b-19fd-46ed-a706-6699ad6a62a8 · outbound

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

DarkStream: real-time speech anonymization with low latency Distinctive and natural speaker anonymization via singular value transformation-assisted matrix,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T06:01:28.457400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b021c6f-2f65-4d22-997d-a86d2d3a70a2 · outbound

This paper cites X-vector anonymization using autoencoders and adversarial training for preserving speech privacy,.

DarkStream: real-time speech anonymization with low latency X-vector anonymization using autoencoders and adversarial training for preserving speech privacy,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.773686Z

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 f868cf41-30a6-4893-8f91-d668779fd1b1 · outbound

This paper cites V oiceme: Personalized voice generation in tts,.

DarkStream: real-time speech anonymization with low latency V oiceme: Personalized voice generation in tts,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.757762Z

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 dc09a22b-cc53-4e64-8bac-4eb1aeaba187 · outbound

This paper cites Speaker anonymization using orthogonal householder neural network,.

DarkStream: real-time speech anonymization with low latency Speaker anonymization using orthogonal householder neural network,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.741202Z

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 5bff596d-9ce9-4c2f-89d4-72a16370951f · outbound

This paper cites Hierarchical Generative Modeling for Controllable Speech Synthesis.

DarkStream: real-time speech anonymization with low latency Hierarchical Generative Modeling for Controllable Speech Synthesis

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T06:01:28.475034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9a1ff87-ffca-4bd2-891e-290425da8433 · outbound

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

DarkStream: real-time speech anonymization with low latency Hifi-gan: Generative adversarial networks for efficient and high fidelity speech synthesis,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.725373Z

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 47f0c4c9-59fc-4410-b650-6fad3427daee · outbound

This paper cites A convnet for the 2020s,.

DarkStream: real-time speech anonymization with low latency A convnet for the 2020s,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T06:01:28.484900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b11f19d-93af-49a8-a8ea-d4fcb7aed126 · outbound

This paper cites Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis.

DarkStream: real-time speech anonymization with low latency Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T06:01:28.489246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddc8e30f-7164-4f32-b08e-1827dc9197a0 · outbound

This paper cites Ecapa-tdnn: Em- phasized channel attention, propagation and aggregation in tdnn based speaker verification,.

DarkStream: real-time speech anonymization with low latency Ecapa-tdnn: Em- phasized channel attention, propagation and aggregation in tdnn based speaker verification,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.699605Z

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 184e4bc4-4693-4628-bcdd-4d4d25d6bdb1 · outbound

This paper cites Arbitrary style transfer in real-time with adaptive instance normalization,.

DarkStream: real-time speech anonymization with low latency Arbitrary style transfer in real-time with adaptive instance normalization,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.683598Z

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 7991813a-9236-414e-a119-6c04d6325c6e · outbound

This paper cites Film: Visual reasoning with a general conditioning layer,.

DarkStream: real-time speech anonymization with low latency Film: Visual reasoning with a general conditioning layer,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.667306Z

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 b3b3ac8c-34f5-4b61-a049-19e705f7acc8 · outbound

This paper cites High- fidelity audio compression with improved rvqgan,.

DarkStream: real-time speech anonymization with low latency High- fidelity audio compression with improved rvqgan,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T06:01:28.506914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb45fbf-76b2-4b23-9282-7c5e7b5d1de8 · outbound

This paper cites Common Voice: A Massively-Multilingual Speech Corpus.

DarkStream: real-time speech anonymization with low latency Common Voice: A Massively-Multilingual Speech Corpus

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T06:01:28.511141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7815c48d-833d-4958-98a9-37ff63980bb0 · outbound

This paper cites SpeechBrain: A General-Purpose Speech Toolkit.

DarkStream: real-time speech anonymization with low latency SpeechBrain: A General-Purpose Speech Toolkit

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T06:01:28.516189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b725d291-94c6-4c28-a1e4-9c086f9d8f63 · outbound

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

DarkStream: real-time speech anonymization with low latency Iemocap: Interactive emotional dyadic motion capture database,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T06:01:28.520835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb9051de-da8e-4693-9319-ebc8f988ca22 · outbound

This paper cites The V oicePri- vacy 2024 challenge evaluation plan,.

DarkStream: real-time speech anonymization with low latency The V oicePri- vacy 2024 challenge evaluation plan,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:01:28.627980Z

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.