Paper Citation Record · LEDGER

Benchmarking Neural Speech Codec Intelligibility with SITool

As of 8 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2506.01731.

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

pith.paper-citation-record.v1
2506.01731 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:37:50.490245Z

measured 44 of 44 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:37:49.377109Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:37:50.528467Z

Reference resolution

43 of 43 outbound references displayed

verified exact1
verified fuzzy34
unresolved6
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b7c22fa6-1ad7-4ad3-945f-25b50ee26ac2 · outbound

This paper cites Unlike traditional approaches, they use data-driven methods that avoid costly tuning via listening tests [1] but may hallucinate content due to their generative na- ture.

Benchmarking Neural Speech Codec Intelligibility with SITool Unlike traditional approaches, they use data-driven methods that avoid costly tuning via listening tests [1] but may hallucinate content due to their generative na- ture

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:51.146176Z

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 ec5f048c-dc1e-4e8a-9783-f403fe63fd98 · outbound

This paper cites Benchmarking Neural Speech Codec Intelligibility with SITool.

Benchmarking Neural Speech Codec Intelligibility with SITool Benchmarking Neural Speech Codec Intelligibility with SITool

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:37:50.535308Z

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 bb9da8be-2c22-48ef-9ccb-ae77a81bd8f3 · outbound

This paper cites an unresolved cited work.

Benchmarking Neural Speech Codec Intelligibility with SITool Unresolved cited work

Reference 3

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T11:37:51.130695Z

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 165c77f0-2353-4cae-8d75-80e5345682e2 · outbound

This paper cites graveness.

Benchmarking Neural Speech Codec Intelligibility with SITool graveness

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T11:37:51.115377Z

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 5a304725-9e5d-446e-b348-aa190eb3d233 · outbound

This paper cites Unlike speech quality evaluation, DRT offered a more detailed analysis of phoneme-specific degradations and distinctive acoustic features.

Benchmarking Neural Speech Codec Intelligibility with SITool Unlike speech quality evaluation, DRT offered a more detailed analysis of phoneme-specific degradations and distinctive acoustic features

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:51.100681Z

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 85a75a47-c87d-4ffa-948f-d837ae6179e2 · outbound

This paper cites Neural speech and audio coding: Modern AI technology meets traditional codecs [special issue on model-based and data-driven audio signal processing],.

Benchmarking Neural Speech Codec Intelligibility with SITool Neural speech and audio coding: Modern AI technology meets traditional codecs [special issue on model-based and data-driven audio signal processing],

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:51.085660Z

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 20c7a175-a175-4573-8ce2-ba0d6a945e79 · outbound

This paper cites Methods for subjective determination of transmission quality,.

Benchmarking Neural Speech Codec Intelligibility with SITool Methods for subjective determination of transmission quality,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:51.069945Z

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 7df12455-0dfd-4bd4-a894-1d02372becfd · outbound

This paper cites ITU-R Recommenda- tion BS.1534-3: Method for the subjective assessment of interme- diate quality level of audio systems,.

Benchmarking Neural Speech Codec Intelligibility with SITool ITU-R Recommenda- tion BS.1534-3: Method for the subjective assessment of interme- diate quality level of audio systems,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:37:49.905458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e0c2d84-ac56-489b-b5f9-5eafb29500dc · outbound

This paper cites ViSQOL v3: An open source production ready objec- tive speech and audio metric,.

Benchmarking Neural Speech Codec Intelligibility with SITool ViSQOL v3: An open source production ready objec- tive speech and audio metric,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:37:50.007830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8de353ca-f2ed-49b3-a86d-070acea7e57d · outbound

This paper cites An algorithm for predicting the in- telligibility of speech masked by modulated noise maskers,.

Benchmarking Neural Speech Codec Intelligibility with SITool An algorithm for predicting the in- telligibility of speech masked by modulated noise maskers,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:37:50.123411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d05905f-b00e-45ac-9e4c-35590702d651 · outbound

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

Benchmarking Neural Speech Codec Intelligibility with SITool Neural speech coding for real-time communications using constant bitrate scalar quantization,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:51.025887Z

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 064914a6-fc93-4213-a91e-51873727d2a2 · outbound

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

Benchmarking Neural Speech Codec Intelligibility with SITool High-fidelity audio compression with improved RVQGAN,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:51.010295Z

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 7ff2798c-1291-47b7-b64b-d9a1ebb46e1f · outbound

This paper cites Speech quality evaluation of neural audio codecs,.

Benchmarking Neural Speech Codec Intelligibility with SITool Speech quality evaluation of neural audio codecs,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.994489Z

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 c83cb41d-59dc-430c-8e47-ca2f9643fb7e · outbound

This paper cites Quantifying the relation between speech quality and speech intelligibility,.

Benchmarking Neural Speech Codec Intelligibility with SITool Quantifying the relation between speech quality and speech intelligibility,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.979243Z

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 3461b1a8-0abb-4f49-b488-52d22438aacf · outbound

This paper cites The SUS test: A method for the assessment of text-to-speech synthesis intelligibility us- ing semantically unpredictable sentences,.

Benchmarking Neural Speech Codec Intelligibility with SITool The SUS test: A method for the assessment of text-to-speech synthesis intelligibility us- ing semantically unpredictable sentences,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.963737Z

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 de00a4bd-d737-4b80-b68d-cc917cd49993 · outbound

This paper cites ANSI/ASA S3.2-2020 method for measuring the intelligibility of speech over communication systems,.

Benchmarking Neural Speech Codec Intelligibility with SITool ANSI/ASA S3.2-2020 method for measuring the intelligibility of speech over communication systems,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.947606Z

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 81533cd0-9b3f-4096-910a-f26636cc7ef8 · outbound

This paper cites Intelligibility and acceptability testing for speech technology,.

Benchmarking Neural Speech Codec Intelligibility with SITool Intelligibility and acceptability testing for speech technology,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.931986Z

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 db6b7eeb-4c77-45ac-abdd-b1abf4166fdf · outbound

This paper cites Subjective test methodology for assessing speech intelligibility,.

Benchmarking Neural Speech Codec Intelligibility with SITool Subjective test methodology for assessing speech intelligibility,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.915729Z

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 09ebcedd-ec87-425b-ba0f-c4a5acf369e6 · outbound

This paper cites Subjective evaluation of speech quality with a crowdsourcing approach,.

Benchmarking Neural Speech Codec Intelligibility with SITool Subjective evaluation of speech quality with a crowdsourcing approach,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.899570Z

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 e1a4872e-f4e9-4e17-8a4f-a7ed99ebd1e1 · outbound

This paper cites Crowdsourced multilingual speech intelligibility testing,.

Benchmarking Neural Speech Codec Intelligibility with SITool Crowdsourced multilingual speech intelligibility testing,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.882949Z

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 460f993b-f96b-41da-b6bf-55034a83949c · outbound

This paper cites Towards the next generation of web-based experiments: A case study as- sessing basic audio quality following the ITU-R recommendation BS.1534 (MUSHRA),.

Benchmarking Neural Speech Codec Intelligibility with SITool Towards the next generation of web-based experiments: A case study as- sessing basic audio quality following the ITU-R recommendation BS.1534 (MUSHRA),

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.866513Z

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 855375cd-db12-4edf-99cb-f7bd8c428c8f · outbound

This paper cites Drt/***: Programs to administer and score the diagnostic rhyme test,.

Benchmarking Neural Speech Codec Intelligibility with SITool Drt/***: Programs to administer and score the diagnostic rhyme test,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.850974Z

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 6e967768-3f1f-4c8a-83cc-5472e4346014 · outbound

This paper cites A short- time objective intelligibility measure for time-frequency weighted noisy speech,.

Benchmarking Neural Speech Codec Intelligibility with SITool A short- time objective intelligibility measure for time-frequency weighted noisy speech,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.834966Z

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 fca14560-2f9f-4012-8263-6b1842af06db · outbound

This paper cites Asr-based speech intelligibility pre- diction: A review,.

Benchmarking Neural Speech Codec Intelligibility with SITool Asr-based speech intelligibility pre- diction: A review,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.819216Z

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 332b4ae3-01c0-4de0-985b-8929478b0539 · outbound

This paper cites LPCNet: Improving neural speech synthesis through linear prediction,.

Benchmarking Neural Speech Codec Intelligibility with SITool LPCNet: Improving neural speech synthesis through linear prediction,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.804050Z

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 f6e51a3b-29ae-4db0-b93f-76eec19861d3 · outbound

This paper cites Soundstream: An end-to-end neural audio codec,.

Benchmarking Neural Speech Codec Intelligibility with SITool Soundstream: An end-to-end neural audio codec,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T11:37:50.415918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f38fad2-43fc-4f3b-a91e-d343d2a451be · outbound

This paper cites Neural dis- crete representation learning,.

Benchmarking Neural Speech Codec Intelligibility with SITool Neural dis- crete representation learning,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.778220Z

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 bf71ee7a-1e87-43da-91db-b9f24da47edb · outbound

This paper cites Generative speech coding with predictive variance regularization,.

Benchmarking Neural Speech Codec Intelligibility with SITool Generative speech coding with predictive variance regularization,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.761489Z

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 30a20a8f-6c35-4125-9f58-4af91a171c63 · outbound

This paper cites High fidelity neural audio compression,.

Benchmarking Neural Speech Codec Intelligibility with SITool High fidelity neural audio compression,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:37:50.428758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32ed14d2-f1a1-4b51-acfa-479370487dcc · outbound

This paper cites Low bitrate high-quality rvqgan- based discrete speech tokenizer,.

Benchmarking Neural Speech Codec Intelligibility with SITool Low bitrate high-quality rvqgan- based discrete speech tokenizer,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.735826Z

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 cabfc830-6316-4b46-b5f9-96c4cd3a34bc · outbound

This paper cites Generative de-quantization for neural speech codec via latent diffusion,.

Benchmarking Neural Speech Codec Intelligibility with SITool Generative de-quantization for neural speech codec via latent diffusion,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.720580Z

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 21c5f568-cd6b-450f-b115-a76752efdd67 · outbound

This paper cites Semanticodec: An ultra low bitrate semantic audio codec for general sound,.

Benchmarking Neural Speech Codec Intelligibility with SITool Semanticodec: An ultra low bitrate semantic audio codec for general sound,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.706158Z

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 c3b3e37c-e209-4e6d-ad24-8826be12769b · outbound

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

Benchmarking Neural Speech Codec Intelligibility with SITool Moshi: A speech-text foundation model for real-time dialogue,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T11:37:50.445411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2d895e0-001f-49b7-b8f8-55cb266c8e95 · outbound

This paper cites Ultra-low-bitrate speech coding with pretrained transformers,.

Benchmarking Neural Speech Codec Intelligibility with SITool Ultra-low-bitrate speech coding with pretrained transformers,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.680416Z

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 ae88e800-b8e5-496b-8ac6-77b15c1a59d8 · outbound

This paper cites SNAC: Multi- scale neural audio codec,.

Benchmarking Neural Speech Codec Intelligibility with SITool SNAC: Multi- scale neural audio codec,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.667258Z

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 798d00bc-b70b-497f-9745-08ae37d43228 · outbound

This paper cites The adaptive multi-rate speech coder,.

Benchmarking Neural Speech Codec Intelligibility with SITool The adaptive multi-rate speech coder,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.653432Z

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 d0f92372-4378-4e0f-a4bb-28c82a3c3ae3 · outbound

This paper cites The adaptive multi- rate wideband speech codec (AMR-WB),.

Benchmarking Neural Speech Codec Intelligibility with SITool The adaptive multi- rate wideband speech codec (AMR-WB),

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.639601Z

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 4f2a921d-ce0f-4541-9779-dcb824aad13a · outbound

This paper cites Standardization of the new 3GPP EVS codec,.

Benchmarking Neural Speech Codec Intelligibility with SITool Standardization of the new 3GPP EVS codec,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.625364Z

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 7ca61df2-7806-499e-9b6c-d86e3e1fcc1a · outbound

This paper cites Codec 2 - open source speech coding at 2400 bits/s and below,.

Benchmarking Neural Speech Codec Intelligibility with SITool Codec 2 - open source speech coding at 2400 bits/s and below,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.609376Z

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 5721dc41-52b2-4611-98c5-0f68c926abfa · outbound

This paper cites The AudioLabs system for the Blizzard Challenge 2023,.

Benchmarking Neural Speech Codec Intelligibility with SITool The AudioLabs system for the Blizzard Challenge 2023,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.594092Z

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 96573b14-d0ec-4d79-89c5-c8e65ba5da57 · outbound

This paper cites StyleMelGAN: An efficient high-fidelity adversarial vocoder with temporal adaptive normal- ization,.

Benchmarking Neural Speech Codec Intelligibility with SITool StyleMelGAN: An efficient high-fidelity adversarial vocoder with temporal adaptive normal- ization,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.579868Z

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 a246cee9-3bd2-45c3-9616-f5304df2c7b3 · outbound

This paper cites Dataset of sounds of symptoms associated with respiratory sickness,.

Benchmarking Neural Speech Codec Intelligibility with SITool Dataset of sounds of symptoms associated with respiratory sickness,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.565161Z

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 6833436a-988f-4da8-9df3-e4d15d56054e · outbound

This paper cites V oice analytics in the wild: Validity and predictive accuracy of common audio- recording devices,.

Benchmarking Neural Speech Codec Intelligibility with SITool V oice analytics in the wild: Validity and predictive accuracy of common audio- recording devices,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:50.550870Z

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 ec5f048c-dc1e-4e8a-9783-f403fe63fd98 · inbound