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Paper Citation Record · LEDGER

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model

As of 21 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2411.18222.

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

pith.paper-citation-record.v1
2411.18222 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:30:04.925916Z

measured 66 of 66 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 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

66 of 66 outbound references displayed

  • verified exact3
  • verified fuzzy59
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4591a6b2-3570-40a4-a5d8-eeaf4dd6e2f6 · outbound

This paper cites ISO/MPEG-1 audio: A generic standard for coding of high-quality digital audio,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model ISO/MPEG-1 audio: A generic standard for coding of high-quality digital audio,

Reference 1

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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.

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Observation af40b2d0-5b47-467e-8ca9-2fb7a833d513 · outbound

This paper cites Special issue on open media compression: Overview, design criteria, and outlook on emerging standards,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Special issue on open media compression: Overview, design criteria, and outlook on emerging standards,

Reference 2

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raw_fallback, observed 2026-08-12T11:30:05.991182Z

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.

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Observation 9f4d72c9-52e6-45cb-8625-c670fe7ecd7d · outbound

This paper cites Objective assessment of speech and audio quality—technology and applications,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Objective assessment of speech and audio quality—technology and applications,

Reference 3

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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.

source=pdf_text observed=2026-08-12T11:30:04.647180Z digest=sha256:b0648d2a94c935277390cdf4bd743471db6869f2356d16b42802b050f2eb9911

Observation 2511e4f5-7ae6-4b90-99e0-c2ffc717928b · outbound

This paper cites BS.1387, Method for objective measurements of perceived audio quality, Geneva, Switzerland, 2001.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model BS.1387, Method for objective measurements of perceived audio quality, Geneva, Switzerland, 2001

Reference 4

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raw_fallback, observed 2026-08-12T11:30:05.962462Z

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.

source=pdf_text observed=2026-08-12T11:30:04.652475Z digest=sha256:b10a6a6c96cf3c4c5e40a4813b68a5428561c8fd9934be4e15e18950d69890e0

Observation 87ce61b4-b51e-4aca-be4a-1bde453f9902 · outbound

This paper cites P.863, Perceptual Objective Listening Quality Assessment , Geneva, Switzerland, 2014.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model P.863, Perceptual Objective Listening Quality Assessment , Geneva, Switzerland, 2014

Reference 5

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raw_fallback, observed 2026-08-12T11:30:05.945809Z

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.

source=pdf_text observed=2026-08-12T11:30:04.657225Z digest=sha256:b4741e365def0743e3af8b9cc23bbf9ce23efefd88a82281cdeadee0e791099c

Observation e2181fb1-8305-40ff-94c0-b0d0b80a0c9f · outbound

This paper cites Objective assessment of perceptual audio quality using ViSQOLAudio,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Objective assessment of perceptual audio quality using ViSQOLAudio,

Reference 6

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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.

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Observation f57ad174-b5ef-40ac-a50b-bc943d119b49 · outbound

This paper cites PEMO-Q—a new method for objective audio quality assessment using a model of auditory perception,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model PEMO-Q—a new method for objective audio quality assessment using a model of auditory perception,

Reference 7

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raw_fallback, observed 2026-08-12T11:30:05.918063Z

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.

source=pdf_text observed=2026-08-12T11:30:04.666921Z digest=sha256:638ce5027ad637a2f34c2890ddad2c21f3c6e043c94d53afb9854875490713dc

Observation c58e1638-06bc-4ff4-a98c-1c10f46295bb · outbound

This paper cites High fidelity neural audio compression,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model High fidelity neural audio compression,

Reference 8

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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.

source=pdf_text observed=2026-08-12T11:30:04.671368Z digest=sha256:f394a5aa70864a69b6ab35db7365b736d2616e2cd20aa6acc7391c35a3b800dc

Observation 6bc3753e-8346-4aa1-af6e-1bbd236d1385 · outbound

This paper cites Deep noise suppression maxi- mizing non-differentiable PESQ mediated by a non-intrusive PESQNet,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Deep noise suppression maxi- mizing non-differentiable PESQ mediated by a non-intrusive PESQNet,

Reference 9

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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.

source=pdf_text observed=2026-08-12T11:30:04.675758Z digest=sha256:12f0389e442a668d4b4af4c14ecba8d928e0261eb63cfab64efca779224a35ee

Observation b197bd38-9b7b-4422-95bb-0ea670ff71ca · outbound

This paper cites Objective measures of perceptual audio quality reviewed: An evaluation of their application domain dependence,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Objective measures of perceptual audio quality reviewed: An evaluation of their application domain dependence,

Reference 10

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unresolved
no resolver link, observed 2026-08-12T11:30:04.680058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:04.680058Z digest=sha256:3da549e98486677099d23cbc01d5e9a28e08515e8014f9a944a069f80164f344

Observation 31f8da8a-c1b0-4650-843e-7821a4704736 · outbound

This paper cites P.862, Perceptual evaluation of speech quality (PESQ) , Geneva, Switzerland, Dec.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model P.862, Perceptual evaluation of speech quality (PESQ) , Geneva, Switzerland, Dec

Reference 11

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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.

source=pdf_text observed=2026-08-12T11:30:04.684544Z digest=sha256:44c659cdb79a154e0c84ab3f0c73732cf3731bb48499b1a63423266aaa4efa24

Observation 9b575238-2c1b-4a6a-ae81-3e1d6241e6ac · outbound

This paper cites PEAQ - the ITU standard for objective measurement of perceived audio quality,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model PEAQ - the ITU standard for objective measurement of perceived audio quality,

Reference 12

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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.

source=pdf_text observed=2026-08-12T11:30:04.689116Z digest=sha256:5bf3f957155ee0e0865f812b513656c90f326a490b8244735e99677ac5dda411

Observation 2195d911-b6ce-487c-9c2e-07918bc5b4d3 · outbound

This paper cites Perceptual techniques in audio quality assessment,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Perceptual techniques in audio quality assessment,

Reference 13

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raw_fallback, observed 2026-08-12T11:30:05.834274Z

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.

source=pdf_text observed=2026-08-12T11:30:04.693253Z digest=sha256:b1242dd76e0008fcda6cbdd811722fe60426aa23dbaa2ef46046f58e095c3aeb

Observation 75dcb48c-ed9b-45b4-b9b0-a1692290cdcb · outbound

This paper cites Novel deep autoencoder features for non- intrusive speech quality assessment,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Novel deep autoencoder features for non- intrusive speech quality assessment,

Reference 14

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raw_fallback, observed 2026-08-12T11:30:05.819749Z

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.

source=pdf_text observed=2026-08-12T11:30:04.697518Z digest=sha256:fe461024e804ed1b06fe453c5d1bec5ae1cb9ca566187a6f02cc65357533d76b

Observation b38ed79d-8557-4d0a-ba6d-d12cbcc07862 · outbound

This paper cites A multitask teacher- student framework for perceptual audio quality assessment,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model A multitask teacher- student framework for perceptual audio quality assessment,

Reference 15

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raw_fallback, observed 2026-08-12T11:30:05.804577Z

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.

source=pdf_text observed=2026-08-12T11:30:04.701770Z digest=sha256:a4da8f96319853317821a47776f3cef953c50d997437654dda96cad6cca39c45

Observation e3aad25a-b07a-48aa-8c51-854cae636bc3 · outbound

This paper cites A differentiable perceptual audio metric learned from just noticeable differences,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model A differentiable perceptual audio metric learned from just noticeable differences,

Reference 16

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raw_fallback, observed 2026-08-12T11:30:05.790357Z

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.

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Observation eaa9b7eb-e4bb-4dda-8507-f82dad0d9fe4 · outbound

This paper cites Generative machine listener,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Generative machine listener,

Reference 17

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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.

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Observation f4ec725f-cd38-41ee-aee8-508caec97f6e · outbound

This paper cites A data-driven cognitive salience model for objective perceptual audio quality assessment,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model A data-driven cognitive salience model for objective perceptual audio quality assessment,

Reference 18

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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.

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Observation 513c26d9-af91-4c70-9ba9-242d4ae2bca8 · outbound

This paper cites an unresolved cited work.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Unresolved cited work

Reference 19

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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.

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Observation f63cb607-2a66-49d6-82a1-ec9f198f76e8 · outbound

This paper cites BS.1534, Method for the subjective assessment of interme- diate quality levels of coding systems , Geneva, Switzerland, 2015.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model BS.1534, Method for the subjective assessment of interme- diate quality levels of coding systems , Geneva, Switzerland, 2015

Reference 20

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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.

source=pdf_text observed=2026-08-12T11:30:04.723329Z digest=sha256:826762f58ff6451a8548695e1a1eb2143536f6125444081a70c558a9ec316c01

Observation 7dca1f5a-c73e-4c60-9b71-36af281e4e7a · outbound

This paper cites BS.1116, Methods for the subjective assessment of small impairments in audio systems , Geneva, Switzerland, 2015.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model BS.1116, Methods for the subjective assessment of small impairments in audio systems , Geneva, Switzerland, 2015

Reference 21

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raw_fallback, observed 2026-08-12T11:30:05.717682Z

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.

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Observation 2949f49a-4e20-466e-90eb-72a9e208ee46 · outbound

This paper cites Sound quality assessment: Concepts and criteria,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Sound quality assessment: Concepts and criteria,

Reference 22

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raw_fallback, observed 2026-08-12T11:30:05.702743Z

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.

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Observation de5fe7dd-905b-41a3-87f8-e6c18320aafa · outbound

This paper cites Assessment and prediction of binaural aspects of audio quality,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Assessment and prediction of binaural aspects of audio quality,

Reference 23

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raw_fallback, observed 2026-08-12T11:30:05.687596Z

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.

source=pdf_text observed=2026-08-12T11:30:04.736192Z digest=sha256:d06dec0f4a9569e1ddf7bce7479e2b6ed3ab728b28e6d9cb51fb17ded6e52032

Observation 41ae5d66-0c75-408b-8074-0acdc277aa79 · outbound

This paper cites Can we still use PEAQ? A performance analysis of the ITU standard for the objective assessment of perceived audio quality,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Can we still use PEAQ? A performance analysis of the ITU standard for the objective assessment of perceived audio quality,

Reference 24

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raw_fallback, observed 2026-08-12T11:30:05.672651Z

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.

source=pdf_text observed=2026-08-12T11:30:04.740472Z digest=sha256:c67e9eb7a6310d31e9b06b07ebcb6277beca3fea9c27d9766c99488f610fda0a

Observation fcfc2631-ca9d-4686-af06-6f7c8a8f652b · outbound

This paper cites A new cognitive model for objective assessment of audio quality,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model A new cognitive model for objective assessment of audio quality,

Reference 25

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raw_fallback, observed 2026-08-12T11:30:05.657739Z

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.

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Observation 577d0c9e-f5e6-4352-976c-7e538805b7be · outbound

This paper cites Objective evaluation of speech signal quality by the prediction of multiple foreground diagnostic acceptability measure attributes,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Objective evaluation of speech signal quality by the prediction of multiple foreground diagnostic acceptability measure attributes,

Reference 26

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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.

source=pdf_text observed=2026-08-12T11:30:04.748883Z digest=sha256:456d4bd54a6324520b1ba4f6a5f8efea78b1d7ef4c8ee258dc904a36e6fd4871

Observation b54c2a46-bdc1-4a85-9eb2-8bde5329f42f · outbound

This paper cites Natick, Massachusetts: The MathWorks Inc., 2023.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Natick, Massachusetts: The MathWorks Inc., 2023

Reference 27

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raw_fallback, observed 2026-08-12T11:30:05.642892Z

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.

source=pdf_text observed=2026-08-12T11:30:04.753328Z digest=sha256:bc76709c1cc45be833bfd76f66bf633b82706883e66c3f7705b303490c566cb7

Observation b88352ce-2cc6-400d-a2d6-eff794fbff98 · outbound

This paper cites GstPEAQ–an open source implementation of the PEAQ algorithm,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model GstPEAQ–an open source implementation of the PEAQ algorithm,

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.627971Z

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.

source=pdf_text observed=2026-08-12T11:30:04.757977Z digest=sha256:2ac9b875e94fe55ced8cfc3273fa9c34423a0c248ecc1f82ec086957db72da1c

Observation 198bf83c-9e06-4014-b3c8-b9cdf6d535c7 · outbound

This paper cites A perceptual audio quality measure based on a psychoacoustic sound representation,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model A perceptual audio quality measure based on a psychoacoustic sound representation,

Reference 29

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raw_fallback, observed 2026-08-12T11:30:05.613920Z

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.

source=pdf_text observed=2026-08-12T11:30:04.762261Z digest=sha256:d8574ceaf3c92ac2eb0f0b0e8eb4258cc7e419f572e2394c8143253235f833a4

Observation b99eae9a-b0e9-438c-a64c-3045349e1521 · outbound

This paper cites Zwicker and H.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Zwicker and H

Reference 30

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raw_fallback, observed 2026-08-12T11:30:05.600463Z

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.

source=pdf_text observed=2026-08-12T11:30:04.766400Z digest=sha256:b174e4c41d571229761a8746473812dddaebc8bccd4eaa2db8f9fe756aacdd92

Observation f8e872e8-f795-498d-90b3-32213faf2da3 · outbound

This paper cites Perceptual audio quality assessment using a non-linear filter bank,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Perceptual audio quality assessment using a non-linear filter bank,

Reference 31

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raw_fallback, observed 2026-08-12T11:30:05.587079Z

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.

source=pdf_text observed=2026-08-12T11:30:04.770657Z digest=sha256:fb6d197a42484ac81a9ed73a9ae58c855171af4f6770bb6a4f70a31a07f8aa0a

Observation 759f4a9b-8187-402b-b07c-2f53f94a2845 · outbound

This paper cites A robust speech/music discriminator for switched audio coding,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model A robust speech/music discriminator for switched audio coding,

Reference 32

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unresolved
no resolver link, observed 2026-08-12T11:30:04.775077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:04.775077Z digest=sha256:d2e9dabf4ec8f01a3b3e87848d7e4ac0b631a7b80f2d285bf9490a94f6a5fa81

Observation d9a2acf9-7036-4677-90b1-c699f724bce3 · outbound

This paper cites Perceptual Audio Codecs - What to Listen For, Web Edition,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Perceptual Audio Codecs - What to Listen For, Web Edition,

Reference 33

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raw_fallback, observed 2026-08-12T11:30:05.572922Z

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.

source=pdf_text observed=2026-08-12T11:30:04.780307Z digest=sha256:b3b75b7b213a2fa722e5cef6dadf685989ebea0a8dabf6713dac0a935541f3ff

Observation 8aafa619-a9cd-49f1-a873-97420714769d · outbound

This paper cites The role of informational masking and perceptual streaming in the measurement of music codec quality,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model The role of informational masking and perceptual streaming in the measurement of music codec quality,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.558940Z

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.

source=pdf_text observed=2026-08-12T11:30:04.784352Z digest=sha256:bf0b6f4058589351e5454b1bef473b8b26229402ac9fe744d2fbddfbbd1e5c7d

Observation b79995b9-2b5e-4e1f-97d2-92806e1fcca6 · outbound

This paper cites Influence of working memory and attention on sound-quality ratings,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Influence of working memory and attention on sound-quality ratings,

Reference 35

Resolution
verified exact
doi, observed 2026-08-12T11:30:04.980127Z

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.

source=pdf_text observed=2026-08-12T11:30:04.788797Z digest=sha256:8d72e0ef41683116d43368520404b39cd2e558b656d9ee71da73fb1109f53595

Observation dc0e3ec9-6f5b-44c4-964d-70c5d739ab78 · outbound

This paper cites ARESLab: Adaptive regression splines toolbox for MATLAB. http://www.cs.rtu. lv/jekabsons/regression.html,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model ARESLab: Adaptive regression splines toolbox for MATLAB. http://www.cs.rtu. lv/jekabsons/regression.html,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.544929Z

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.

source=pdf_text observed=2026-08-12T11:30:04.793588Z digest=sha256:7acecdca9fa6d6f21721471d3b851c170d47eb79e5d6da377f1a88f2292d56fc

Observation d70ab216-896c-4025-a99b-31c2a3bfd740 · outbound

This paper cites Psychometric functions for level discrimination,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Psychometric functions for level discrimination,

Reference 37

Resolution
verified exact
doi, observed 2026-08-12T11:30:04.964757Z

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.

source=pdf_text observed=2026-08-12T11:30:04.798196Z digest=sha256:38435f43a0a2e60d93e4b8b1688b4c2d8ba50b6f0f3186ada5b13f02e781e2f6

Observation 6cf96792-8059-434d-851c-8696e1b28d9a · outbound

This paper cites Hastie, R.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Hastie, R

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.530385Z

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.

source=pdf_text observed=2026-08-12T11:30:04.802786Z digest=sha256:5ea902e88cbc0565551c6706b91fdf80a07396306200c6f61fe01cfe4375c6a4

Observation 6b0e30db-fee3-41f9-8581-80c8e98f0e3d · outbound

This paper cites Submission and evaluation procedures for 3D audio N13633,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Submission and evaluation procedures for 3D audio N13633,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.516673Z

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.

source=pdf_text observed=2026-08-12T11:30:04.807414Z digest=sha256:3cec2c185abbf6ea4207f093880ec791e00cc2647195b5de143694b27f665013

Observation 4954cbe0-216b-47ea-9f19-03341b0d1b11 · outbound

This paper cites Progress report towards revision of recommenda- tion ITU-R BS.1387-1 (Annex 13 to Document 6C/415-E),.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Progress report towards revision of recommenda- tion ITU-R BS.1387-1 (Annex 13 to Document 6C/415-E),

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.501374Z

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.

source=pdf_text observed=2026-08-12T11:30:04.811959Z digest=sha256:cb9e929e51c342c59354bbffc5173dd66dc5eb308a0f3159c17246b8e70f27d3

Observation 884842ac-da5e-470e-a11e-3395be6948af · outbound

This paper cites Report on the verification test of MPEG- 4 Enhanced Low Delay AAC N10032,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Report on the verification test of MPEG- 4 Enhanced Low Delay AAC N10032,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.487491Z

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.

source=pdf_text observed=2026-08-12T11:30:04.816326Z digest=sha256:140258527900b76075422fc8b759267d702693c235873084f806faf8a427a4bf

Observation 4cfd888f-fc54-49d4-b537-a8229afcfcc6 · outbound

This paper cites USAC verification test report N12232,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model USAC verification test report N12232,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.472938Z

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.

source=pdf_text observed=2026-08-12T11:30:04.820699Z digest=sha256:a77be9c05141c8b1330c91359be506a3c429e16d544f97f2d1b1ccbce6b5cd30

Observation 79fa41b0-8b6b-4ea0-bee6-cce202fbe4fd · outbound

This paper cites Generation and evaluation of isolated audio coding artifacts,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Generation and evaluation of isolated audio coding artifacts,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.458276Z

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.

source=pdf_text observed=2026-08-12T11:30:04.824994Z digest=sha256:4ab0c834298921d9273a56144f4d4b9ee816af741645b827fa888beabd956fa0

Observation 9c1ae702-685e-4428-8f72-be0753db500f · outbound

This paper cites The sebass-db: A consolidated public data base of listening test results for perceptual evaluation of bss quality mea- sures,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model The sebass-db: A consolidated public data base of listening test results for perceptual evaluation of bss quality mea- sures,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.444384Z

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.

source=pdf_text observed=2026-08-12T11:30:04.829737Z digest=sha256:a433450063d8f780e4067f18b9f5b663c6596ac8dff0d0a914e37416b9f853e1

Observation 4de0833a-fc30-4fd7-819b-7d1397f9229f · outbound

This paper cites First stereo audio source separation evaluation campaign: data, algorithms and results,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model First stereo audio source separation evaluation campaign: data, algorithms and results,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.431082Z

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.

source=pdf_text observed=2026-08-12T11:30:04.834008Z digest=sha256:e2929c03c0a0984cea000b2ca8c6c473c3a805ee85ff8c0b773a611aab4c742b

Observation 04c4297f-9bef-4c47-929c-6908c9aeb381 · outbound

This paper cites P.1401, Methods, metrics and procedures for statistical evaluation, qualification and comparison of objective quality prediction models, Geneva, Switzerland, 2012.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model P.1401, Methods, metrics and procedures for statistical evaluation, qualification and comparison of objective quality prediction models, Geneva, Switzerland, 2012

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.417459Z

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.

source=pdf_text observed=2026-08-12T11:30:04.838302Z digest=sha256:7ea5edad6e6cb3a82b760ef2343736620b3a3e19c85bd02fbe61a73d47954a85

Observation bfaa8bb6-4fc7-4b89-aac8-2845dedb957f · outbound

This paper cites Workplan towards draft revision of recommendation ITU- R BS.1387-1,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Workplan towards draft revision of recommendation ITU- R BS.1387-1,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.402995Z

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.

source=pdf_text observed=2026-08-12T11:30:04.842634Z digest=sha256:2f9ab41132bdd952085e776ac3a096be410b75b7fdd9d55433c3cb8aa498f136

Observation 554e69d5-732a-49b1-a91d-b08693148445 · outbound

This paper cites Quality assessment of multi-channel audio processing schemes based on a binaural auditory model,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Quality assessment of multi-channel audio processing schemes based on a binaural auditory model,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.388842Z

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.

source=pdf_text observed=2026-08-12T11:30:04.847099Z digest=sha256:b0502da9e3fb7cfe0f31c1e4988e16006c7d04e5d7c790063346beda76e1ef56

Observation bea25a79-58c6-41df-aa58-4eb360df2167 · outbound

This paper cites Vision and technique behind the new studios and listening rooms of the Fraunhofer IIS audio laboratory,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Vision and technique behind the new studios and listening rooms of the Fraunhofer IIS audio laboratory,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.375302Z

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.

source=pdf_text observed=2026-08-12T11:30:04.851393Z digest=sha256:73cd2407fc5fd543890247b208edb7f2d321db4e2785fcd2db444da8b0802065

Observation 78e6657c-186a-4dbb-a6eb-848733dfe613 · outbound

This paper cites MATLAB implementation of the Com- bined Audio Quality Model,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model MATLAB implementation of the Com- bined Audio Quality Model,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.361863Z

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.

source=pdf_text observed=2026-08-12T11:30:04.855446Z digest=sha256:3028dd57bdffc65fb7c2e43c00517c70df8b7ce5463c97e007ecafe0045dd739

Observation 763fe086-1b7f-4c66-b80d-6deaa55e60b7 · outbound

This paper cites Subjective and objective as- sessment of monaural and binaural aspects of audio quality,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Subjective and objective as- sessment of monaural and binaural aspects of audio quality,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.347963Z

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.

source=pdf_text observed=2026-08-12T11:30:04.859713Z digest=sha256:3c76009de8ab06d04eb3efe8a1235ab211c84b797bc4a95a5baf47896e8cc012

Observation 14ecc183-410e-4016-a863-824a97d757e5 · outbound

This paper cites An objective audio quality measure based on power and envelope power cues,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model An objective audio quality measure based on power and envelope power cues,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.334295Z

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.

source=pdf_text observed=2026-08-12T11:30:04.864249Z digest=sha256:fe04b6e001d3289c5b61c0a1f31819a27ee7031ff7fe356ce99104400170eab7

Observation 1a97d3f6-2f83-4f49-9b19-181f66f2029e · outbound

This paper cites The PEASS toolkit-perceptual evaluation methods for audio source separation,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model The PEASS toolkit-perceptual evaluation methods for audio source separation,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.319728Z

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.

source=pdf_text observed=2026-08-12T11:30:04.868869Z digest=sha256:57ecf4508664b40596eaa405b7408d3af3a81093247e4ce75f17297510ca3190

Observation a7b896eb-b7d9-4190-9f21-01ff753d92a1 · outbound

This paper cites ViSQOL Audio MATLAB implementation. http://www.sigmedia.tv/tools,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model ViSQOL Audio MATLAB implementation. http://www.sigmedia.tv/tools,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.305248Z

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.

source=pdf_text observed=2026-08-12T11:30:04.873293Z digest=sha256:6db58180b9a538caf3d8f07b28291f8afd6d28b772e5770eb6cda28400f01c8a

Observation 535c37a5-300b-44d9-822c-570dcafbb35a · outbound

This paper cites Compression artifacts in perceptual audio coding,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Compression artifacts in perceptual audio coding,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.291084Z

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.

source=pdf_text observed=2026-08-12T11:30:04.877695Z digest=sha256:a545e0de400f19c967efc7d552534c15614749a1f1c4b8785fd54820f157b22b

Observation 5fa10ca5-0977-476b-a894-09f18c642404 · outbound

This paper cites Spectral pattern, harmonic relations, and the perceptual grouping of low-numbered components,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Spectral pattern, harmonic relations, and the perceptual grouping of low-numbered components,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.276689Z

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.

source=pdf_text observed=2026-08-12T11:30:04.882105Z digest=sha256:2a9a4e0bd9dba71de786d8a36488b4f781212cff22c062a40b3974f49c1964f5

Observation c03da19b-3e2a-4f6e-9231-ae20671b2913 · outbound

This paper cites Enhancing the performance of perceptual audio coders by using Temporal Noise Shaping (TNS),.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Enhancing the performance of perceptual audio coders by using Temporal Noise Shaping (TNS),

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.262675Z

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.

source=pdf_text observed=2026-08-12T11:30:04.886290Z digest=sha256:0b159bc161c02d7304da0f5315d51d954b3e58d38cfcae9113787ff5d674d5b9

Observation 88f44e21-47ad-432b-a782-d893c13d331e · outbound

This paper cites The ISO/MPEG unified speech and audio coding standard—consistent high quality for all content types and at all bit rates,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model The ISO/MPEG unified speech and audio coding standard—consistent high quality for all content types and at all bit rates,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.248465Z

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.

source=pdf_text observed=2026-08-12T11:30:04.890683Z digest=sha256:afb603fc104125f0df5728602fcfe03e0eff82ee6cbbb374d18981173fc86d75

Observation 789f55bc-f5b3-4e38-a487-26c82ef59ce1 · outbound

This paper cites Objective assessment of spatial audio quality using directional loudness maps,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Objective assessment of spatial audio quality using directional loudness maps,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.233884Z

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.

source=pdf_text observed=2026-08-12T11:30:04.894807Z digest=sha256:395affaa8136d0ee8761877b7c976afe45b4eb2fe4be2bffaa93ec07a4f69791

Observation a16be2c4-139f-4da9-9800-418b89b5e1b3 · outbound

This paper cites Perceptual objective quality evaluation method for high quality multichannel audio codecs,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Perceptual objective quality evaluation method for high quality multichannel audio codecs,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.218763Z

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.

source=pdf_text observed=2026-08-12T11:30:04.899057Z digest=sha256:5632d746062055c49c1c94507573beac64265feb94fad0609fa58534ddc923a8

Observation 51539a66-ec8f-4dd1-885b-1852edccbc92 · outbound

This paper cites Temporal envelope-based psychoacoustic modelling for evaluating non-waveform preserving audio codecs,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Temporal envelope-based psychoacoustic modelling for evaluating non-waveform preserving audio codecs,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.094086Z

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.

source=pdf_text observed=2026-08-12T11:30:04.903403Z digest=sha256:08498ceda8e286c005cf443d63d06094135a170a36d59f7b7e5dce8f95887449

Observation 7da8f21a-7242-4f5f-84dd-9c440700301d · outbound

This paper cites An efficient model for estimating subjective quality of separated audio source signals,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model An efficient model for estimating subjective quality of separated audio source signals,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.079197Z

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.

source=pdf_text observed=2026-08-12T11:30:04.907668Z digest=sha256:e90d87a1aeb0be8401b97ac71d33635fd9eb683e5654263cdadd5ce22efd76df

Observation 058cb6e6-20c4-49ae-83b5-198811cba138 · outbound

This paper cites An improved metric of informational masking for perceptual audio quality measurement,.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model An improved metric of informational masking for perceptual audio quality measurement,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.064043Z

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.

source=pdf_text observed=2026-08-12T11:30:04.911953Z digest=sha256:cb5f30c8c02b099d0b035e4e73e0f30ca2ea0a7cfe659234fe3cc522a294d2f5

Observation 55034198-443d-4077-8044-547bee795d78 · outbound

This paper cites P.800, Methods for subjective determination of transmission quality, Geneva, Switzerland, Aug.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model P.800, Methods for subjective determination of transmission quality, Geneva, Switzerland, Aug

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.048665Z

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.

source=pdf_text observed=2026-08-12T11:30:04.916148Z digest=sha256:8a8c65a2ccea5b67648daac39013edeb9c6f96608075bcddb4a1cd571b3815db

Observation be99caf8-6851-409d-8e79-0bcec4553505 · outbound

This paper cites NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced Datasets.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced Datasets

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:04.920547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:04.920547Z digest=sha256:53d586a71efca1039417b3f22a357da8d71ce7e81c9bb80c329421e831c4de24

Observation ac9d21ec-6cda-40e5-a26a-8f7809ddffd1 · outbound

This paper cites In 1995, Dr.

Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model In 1995, Dr

Reference 1989

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.033677Z

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.

source=pdf_text observed=2026-08-12T11:30:04.925916Z digest=sha256:5ddf821ad7586ed645b6a45eae9fa333a713aff6ba4d471ee9234e472e451831

Pith citing papers

No inbound Pith citation observations are available.