Paper Citation Record · LEDGER

LILAC: An Idempotent Neural Speech Codec

As of 8 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2608.05727.

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

pith.paper-citation-record.v1
2608.05727 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:32:28.424770Z

measured 51 of 51 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 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

51 of 51 outbound references displayed

verified exact0
verified fuzzy25
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9a7dccdd-a7e0-47de-adf9-9152170924a9 · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:32:29.595729Z

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 5be5d04f-6a1b-4c7d-80eb-ffa5516a67b5 · outbound

This paper cites Transactions on Machine Learning Research , year =.

LILAC: An Idempotent Neural Speech Codec Transactions on Machine Learning Research , year =

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.580265Z

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 8227f510-dba1-4d50-b45d-b0ec251d9a85 · outbound

This paper cites High-Fidelity Audio Compression with Improved.

LILAC: An Idempotent Neural Speech Codec High-Fidelity Audio Compression with Improved

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.564535Z

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 99d05a62-9754-4264-b758-ae9a66a78a93 · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T00:32:28.095574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36033b60-83d4-45af-ba99-75428f870f6e · outbound

This paper cites 2024 , eprint =.

LILAC: An Idempotent Neural Speech Codec 2024 , eprint =

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.538977Z

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 7d654aa1-0fa6-4d9b-8ef2-ee59a8f336c0 · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:32:29.521630Z

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 36dc20d5-827d-4c9c-9ff8-99eca56d09df · outbound

This paper cites BigCodec: Pushing the Limits of Low-Bitrate Neural Speech Codec.

LILAC: An Idempotent Neural Speech Codec BigCodec: Pushing the Limits of Low-Bitrate Neural Speech Codec

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T00:32:28.119828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50bc3ec2-03af-4cb0-af17-a620a2bb5735 · outbound

This paper cites 2024 , eprint =.

LILAC: An Idempotent Neural Speech Codec 2024 , eprint =

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.498664Z

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 4366e6a6-b622-4ad7-b2e3-60566839cd5e · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:32:29.479419Z

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 8731f3ec-0a53-406f-a7b9-65a1a30ea79c · outbound

This paper cites Low Frame-Rate Speech Codec: A Codec Designed for Fast High-Quality Speech.

LILAC: An Idempotent Neural Speech Codec Low Frame-Rate Speech Codec: A Codec Designed for Fast High-Quality Speech

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.460492Z

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 3e759313-2275-4004-956b-e8b4c3e3e400 · outbound

This paper cites NICE: Non-linear Independent Components Estimation.

LILAC: An Idempotent Neural Speech Codec NICE: Non-linear Independent Components Estimation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T00:32:28.154647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 319f14d8-ca7d-458b-b4c5-64bd87260276 · outbound

This paper cites Density Estimation Using.

LILAC: An Idempotent Neural Speech Codec Density Estimation Using

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T00:32:28.164469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af7a5f33-bb18-46bf-b96b-48696dbb61db · outbound

This paper cites and Dhariwal, Prafulla , booktitle =.

LILAC: An Idempotent Neural Speech Codec and Dhariwal, Prafulla , booktitle =

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.433700Z

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 614efe09-5927-43d7-8f74-eda374e4fc8d · outbound

This paper cites Journal of Machine Learning Research , volume =.

LILAC: An Idempotent Neural Speech Codec Journal of Machine Learning Research , volume =

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.418460Z

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 060d5e86-3a19-4de2-bb1e-e2d0ffd8a9f2 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

LILAC: An Idempotent Neural Speech Codec Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.404208Z

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 00c7d5fd-9a20-4ac2-9cea-59f7246bb75d · outbound

This paper cites Finite Scalar Quantization:.

LILAC: An Idempotent Neural Speech Codec Finite Scalar Quantization:

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.388923Z

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 d867e038-bcbe-4e50-80ae-11ec9f70d513 · outbound

This paper cites IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , year =.

LILAC: An Idempotent Neural Speech Codec IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , year =

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.363904Z

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 c23d0ac9-f520-4d7a-8302-4105fc5319ca · outbound

This paper cites International Conference on Machine Learning (ICML) , year =.

LILAC: An Idempotent Neural Speech Codec International Conference on Machine Learning (ICML) , year =

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.343963Z

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 aa042ec0-1088-499c-a328-9306faf66fc8 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

LILAC: An Idempotent Neural Speech Codec International Conference on Learning Representations (ICLR) , year =

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.325211Z

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 e8d3fed2-d490-42f6-bb4b-bc3eda67005a · outbound

This paper cites IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , year =.

LILAC: An Idempotent Neural Speech Codec IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , year =

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.276860Z

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 0d4ec42e-529e-46d9-8ea1-97dc085fd3f5 · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:32:29.258677Z

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 83cb223e-0daf-4c91-81b1-33061da0e816 · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:32:29.234250Z

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 c5aa3bef-071e-4541-8dc4-fc6ae653ad92 · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T00:32:28.229921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9815243b-8ef6-4027-af01-85746942cb72 · outbound

This paper cites Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation.

LILAC: An Idempotent Neural Speech Codec Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T00:32:28.236117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39dbff00-51e9-409e-99e4-d70510123b27 · outbound

This paper cites International Conference on Machine Learning (ICML) , year =.

LILAC: An Idempotent Neural Speech Codec International Conference on Machine Learning (ICML) , year =

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.204250Z

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 ae0717b7-1922-4e0d-ad88-eb8e6b7a095f · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:32:29.188769Z

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 410e23ac-fa1d-4ac8-b9d0-a2b677041773 · outbound

This paper cites and Beerends, John G.

LILAC: An Idempotent Neural Speech Codec and Beerends, John G

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.160707Z

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 f5e4dfbb-eed5-4bbe-9452-48b8acee6734 · outbound

This paper cites IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , year =.

LILAC: An Idempotent Neural Speech Codec IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , year =

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.145353Z

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 d9a3cad3-d3c0-42f8-a9e2-91cd3fd5cdf4 · outbound

This paper cites , booktitle =.

LILAC: An Idempotent Neural Speech Codec , booktitle =

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.129333Z

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 d2d1729b-eb65-47f4-8c79-d5293ccc46c0 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

LILAC: An Idempotent Neural Speech Codec Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:29.108844Z

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 3cda2243-ea7b-4594-84c7-f8a2b66f1688 · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:32:29.084693Z

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 8df7e3e0-d91a-47f7-b9ee-1f927521b98e · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T00:32:28.302193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db40a2ff-59d4-4488-a157-733e0e99667e · outbound

This paper cites Librispeech: An.

LILAC: An Idempotent Neural Speech Codec Librispeech: An

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T00:32:28.308120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfeb5247-0255-48e0-b937-269f84ce59d0 · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:32:29.033797Z

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 194637dc-08f1-47cc-ac54-8103161a42e0 · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:32:29.018420Z

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 82f87f33-1176-472a-bcc5-a360e200c889 · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:32:29.003104Z

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 24995000-c9ed-45be-b2ab-334db609dd5b · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:32:28.988700Z

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 b264c461-ce4a-4238-a2e5-8139626e4517 · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:32:28.973752Z

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 90665c62-6e26-46f9-9265-b2b2937221a5 · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:32:28.952394Z

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 46879dfa-49a3-41ef-87e7-325a0e2fb9c1 · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:32:28.922368Z

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 e414fc79-0cef-4db5-b54b-ea76f7b41ec4 · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:32:28.884222Z

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 f0a92cdc-e1d8-4b57-ab5c-31f8eb1c7012 · outbound

This paper cites Conference on Uncertainty in Artificial Intelligence (UAI) , year =.

LILAC: An Idempotent Neural Speech Codec Conference on Uncertainty in Artificial Intelligence (UAI) , year =

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:28.836074Z

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 69e3f244-430a-4144-9deb-062359186c76 · outbound

This paper cites SIAM Journal on Mathematical Analysis , volume =.

LILAC: An Idempotent Neural Speech Codec SIAM Journal on Mathematical Analysis , volume =

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:28.805328Z

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 f4030fcb-d5e2-4688-8552-43554bc4b7f5 · outbound

This paper cites IEEE Spoken Language Technology Workshop (SLT) , pages =.

LILAC: An Idempotent Neural Speech Codec IEEE Spoken Language Technology Workshop (SLT) , pages =

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:28.784759Z

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 4c424c91-024e-45cd-8c5e-b3d4e775b2f6 · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

LILAC: An Idempotent Neural Speech Codec Advances in Neural Information Processing Systems , year =

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:28.720651Z

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 fdafdaa2-013d-49ed-8f72-2bee894baa04 · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

LILAC: An Idempotent Neural Speech Codec Advances in Neural Information Processing Systems , year =

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:28.678073Z

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 9a50eda4-da8a-4521-80ef-db9e5953bb66 · outbound

This paper cites International Conference on Learning Representations , year =.

LILAC: An Idempotent Neural Speech Codec International Conference on Learning Representations , year =

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T00:32:28.393249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e64c953-5bc3-40da-b5b9-50903ab78327 · outbound

This paper cites an unresolved cited work.

LILAC: An Idempotent Neural Speech Codec Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-08T00:32:28.402313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb435f12-82d3-48ea-86f8-18e335974780 · outbound

This paper cites IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) , year =.

LILAC: An Idempotent Neural Speech Codec IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) , year =

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:28.579238Z

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 8d7e8e0d-df32-4b3f-824b-494584c1ce3c · outbound

This paper cites International Conference on Learning Representations , year =.

LILAC: An Idempotent Neural Speech Codec International Conference on Learning Representations , year =

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:32:28.559990Z

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 66b4b4f2-c851-4b6b-9fc4-8d864d6c89f7 · outbound

This paper cites International Conference on Learning Representations , year =.

LILAC: An Idempotent Neural Speech Codec International Conference on Learning Representations , year =

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-08T00:32:28.424770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.