Paper Citation Record · LEDGER

Efficient Evaluation of Quantization-Effects in Neural Codecs

As of 21 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 2 inbound Pith citation observations for arXiv:2502.04770.

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

pith.paper-citation-record.v1
2502.04770 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:36:38.630753Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T05:11:56.325763Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T16:38:40.475403Z

Reference resolution

29 of 29 outbound references displayed

verified exact0
verified fuzzy24
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 20cd709d-ff1b-4507-a371-51cc4ea50392 · outbound

This paper cites Soft-to-hard vector quantization for end-to-end learning compress- ible representations.

Efficient Evaluation of Quantization-Effects in Neural Codecs Soft-to-hard vector quantization for end-to-end learning compress- ible representations

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.495031Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0a1a9f69-8548-41a9-967e-c4d7683e9a3f · outbound

This paper cites Generative adversarial networks for extreme learned image compression.

Efficient Evaluation of Quantization-Effects in Neural Codecs Generative adversarial networks for extreme learned image compression

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.470004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a8efbc09-cfc5-4f1b-9bf1-eac5d0d71732 · outbound

This paper cites H., Lu, Y.

Efficient Evaluation of Quantization-Effects in Neural Codecs H., Lu, Y

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.440257Z

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Observation e2621c3c-8ccb-4afd-b810-31608ac3002d · outbound

This paper cites J., and Toderici, G.

Efficient Evaluation of Quantization-Effects in Neural Codecs J., and Toderici, G

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.421390Z

Source-reported events for the cited work

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Observation 769da364-870e-40e3-bce8-ef723bad6856 · outbound

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

Efficient Evaluation of Quantization-Effects in Neural Codecs Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T21:36:38.426089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4447d31-0565-4086-a5d3-13ef80d43b9f · outbound

This paper cites and Konstantinides, K.

Efficient Evaluation of Quantization-Effects in Neural Codecs and Konstantinides, K

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.402691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 34730a73-615e-4590-8845-7247d53ae470 · outbound

This paper cites and Jia, D.

Efficient Evaluation of Quantization-Effects in Neural Codecs and Jia, D

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.385905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ac2460da-2ad7-4d5a-a10b-2b2efd8768b1 · outbound

This paper cites F., Johnston, J.

Efficient Evaluation of Quantization-Effects in Neural Codecs F., Johnston, J

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.365126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation da7006a5-93cd-42ab-9c36-d08030350b08 · outbound

This paper cites Neural speech coding for real-time communications using constant bitrate scalar quantiza- tion.

Efficient Evaluation of Quantization-Effects in Neural Codecs Neural speech coding for real-time communications using constant bitrate scalar quantiza- tion

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.336406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f4123924-13c0-45e4-88a9-d50034247e0c · outbound

This paper cites an unresolved cited work.

Efficient Evaluation of Quantization-Effects in Neural Codecs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:36:39.315777Z

Source-reported events for the cited work

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Observation 962fcefc-215c-4e89-a61d-4626910a3610 · outbound

This paper cites V ., Li, Y ., Lim, F.

Efficient Evaluation of Quantization-Effects in Neural Codecs V ., Li, Y ., Lim, F

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.285191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d99f2a7f-005c-4a57-b5cc-314ee3333b23 · outbound

This paper cites Categorical reparameteri- zation with gumbel-softmax.

Efficient Evaluation of Quantization-Effects in Neural Codecs Categorical reparameteri- zation with gumbel-softmax

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.258861Z

Source-reported events for the cited work

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Observation 0615b674-de55-42a4-b329-5684fc42b74f · outbound

This paper cites an unresolved cited work.

Efficient Evaluation of Quantization-Effects in Neural Codecs Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:36:39.227862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e8cade19-6d66-493f-81d3-be743d3b7d6f · outbound

This paper cites B., Lim, F.

Efficient Evaluation of Quantization-Effects in Neural Codecs B., Lim, F

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.193254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5a245aa1-8b6e-4070-a0ac-193f6cad953d · outbound

This paper cites High-quality speech coding with sample RNN.

Efficient Evaluation of Quantization-Effects in Neural Codecs High-quality speech coding with sample RNN

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.155650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0d7b1f2f-5838-4320-8bda-e72abac5f59a · outbound

This paper cites Enhancement of coded speech using a mask-based post-ﬁlter.

Efficient Evaluation of Quantization-Effects in Neural Codecs Enhancement of coded speech using a mask-based post-ﬁlter

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.097009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a525aa72-a179-4995-bef4-8510cb5b80fe · outbound

This paper cites PostGAN: A GAN-based post-processor to enhance the quality of coded speech.

Efficient Evaluation of Quantization-Effects in Neural Codecs PostGAN: A GAN-based post-processor to enhance the quality of coded speech

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.071719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 76e9d71b-b1bd-4775-8edc-9e3d7d54b54f · outbound

This paper cites Bridging dis- crete and backpropagation: Straight-through and beyond.

Efficient Evaluation of Quantization-Effects in Neural Codecs Bridging dis- crete and backpropagation: Straight-through and beyond

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.048024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 08e409ac-f917-4eb3-a697-290830d6464e · outbound

This paper cites J., Mnih, A., and Teh, Y.

Efficient Evaluation of Quantization-Effects in Neural Codecs J., Mnih, A., and Teh, Y

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:39.014603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7418a64f-723e-48d9-a2ae-dcc6d41acbc3 · outbound

This paper cites Finite scalar quantization: VQ-V AE made simple.

Efficient Evaluation of Quantization-Effects in Neural Codecs Finite scalar quantization: VQ-V AE made simple

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:38.989202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ac891111-f2d5-432f-abba-f0870e9c7526 · outbound

This paper cites Speech quality evaluation of neural audio codecs.

Efficient Evaluation of Quantization-Effects in Neural Codecs Speech quality evaluation of neural audio codecs

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:38.952628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ed560d93-8afa-4a7a-9364-a1d05a455066 · outbound

This paper cites A streamwise GAN vocoder for wideband speech coding at very low bit rate.

Efficient Evaluation of Quantization-Effects in Neural Codecs A streamwise GAN vocoder for wideband speech coding at very low bit rate

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:38.912899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 452834c7-34d2-439a-bb73-fa48d78b479b · outbound

This paper cites an unresolved cited work.

Efficient Evaluation of Quantization-Effects in Neural Codecs Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:36:38.884056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 927a8999-b462-4e1c-ac3b-f4b29ab62506 · outbound

This paper cites (eds.), Proc.

Efficient Evaluation of Quantization-Effects in Neural Codecs (eds.), Proc

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:38.855167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1563fcdc-45ce-4ac3-afd4-aaf92ff491f5 · outbound

This paper cites an unresolved cited work.

Efficient Evaluation of Quantization-Effects in Neural Codecs Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:36:38.821588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation db585dd1-4a5a-4e88-8d8b-74054cb4e812 · outbound

This paper cites J., Bjøntegaard, G., and Luthra, A.

Efficient Evaluation of Quantization-Effects in Neural Codecs J., Bjøntegaard, G., and Luthra, A

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:38.795800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 41b9285d-21d2-4e2e-a35c-52a3cbc19718 · outbound

This paper cites SoundStream: An End-to-End Neu- ral Audio Codec.

Efficient Evaluation of Quantization-Effects in Neural Codecs SoundStream: An End-to-End Neu- ral Audio Codec

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:38.776823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8f3db764-e35e-4d2c-a73c-3500e9a4b217 · outbound

This paper cites J., Jia, Y ., Chen, Z., and Wu, Y.

Efficient Evaluation of Quantization-Effects in Neural Codecs J., Jia, Y ., Chen, Z., and Wu, Y

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:38.758668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 414bd929-a34d-4c16-bc3e-1c7eefb534b5 · outbound

This paper cites Convolutional neural networks to enhance coded speech.

Efficient Evaluation of Quantization-Effects in Neural Codecs Convolutional neural networks to enhance coded speech

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:36:38.735924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation f9b1cae5-1892-4a81-a5d6-e5afaf7c72ab · inbound

CATRF: Codec-Adaptive TriPlane Radiance Fields for Volumetric Content Delivery cites this paper.

CATRF: Codec-Adaptive TriPlane Radiance Fields for Volumetric Content Delivery Efficient Evaluation of Quantization-Effects in Neural Codecs

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-20T00:37:54.199655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4bd749c0-6b3e-4471-9f2d-35f2444ce978 · inbound

A Projection-Based Surrogate Gradient Interpretation for Neural Codec Wrappers cites this paper.

A Projection-Based Surrogate Gradient Interpretation for Neural Codec Wrappers Efficient Evaluation of Quantization-Effects in Neural Codecs

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-03T16:38:40.476847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.