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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 12 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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.642076Z digest=sha256:9ef0eb8a805e768437edf68fca144dfd27a00888c1032eba5c06b8188ec79f75

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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raw_fallback, observed 2026-08-12T11:30:05.977101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.647180Z digest=sha256:00cf3187e14b7b5a517d5a7716d7d10752322e0655cf146b003d80dfe4f23ad7

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 2026-08-12T06:34:41.77262+00:00.

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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

Resolution
verified fuzzy
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.657225Z digest=sha256:72e3022f534bd5ba6b81846e1156277e83b36dcbbff1c5b672fc345f4fae16fd

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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raw_fallback, observed 2026-08-12T11:30:05.931990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.661938Z digest=sha256:3047e4ddbaae8a5c8ab8a5af190a80ff03eb35dcd3c0f171285cd888ee721f59

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.666921Z digest=sha256:939c6ef2c45080339e7df40056aeac28c47bb9533fbc060759864b4b883302ad

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.671368Z digest=sha256:aa1ae9f2685d51d8afa95184e9dc32368a2dbf46658db4eac678a511a3d10c9a

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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raw_fallback, observed 2026-08-12T11:30:05.887799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.675758Z digest=sha256:aab42212bb5268f1dc2c901b2f75896ea81574cecd99fd52189a9772ed07bffb

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=sha256:13eac2c608e5b940fd217b1e3686d8cb9669328c8634a09a6eb18dcdc115d147

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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raw_fallback, observed 2026-08-12T11:30:05.863070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.684544Z digest=sha256:bae121d2a9413f004ea29676f4faf938e8359dfc0a3ac0d8de8c90a6d889f99e

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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raw_fallback, observed 2026-08-12T11:30:05.848590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.689116Z digest=sha256:f343c0febd38ca8bced7cd7b77955c41d6b60dc3b6b00f3252cf8d8a06f39eee

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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verified fuzzy
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.693253Z digest=sha256:07469e1a606457217e0e0614e82c85fa8c0004f51ac1137b7cf8e7bea20b33c8

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

Resolution
verified fuzzy
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.697518Z digest=sha256:03aeeb61d6d3901611f99f523655fe08b4696883c78874976fbbcc3d9c329e98

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

Resolution
verified fuzzy
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.701770Z digest=sha256:312d505edfb6c09e0a3f67bc82dca086fef4f75d93c85d5b8f40c8e5614e02e1

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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verified fuzzy
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.705858Z digest=sha256:6811af2d8bbce16fb25ac5fccfccd8de919873475021ffe7bdd7bdb44afb6935

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 2026-08-12T06:34:41.77262+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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raw_fallback, observed 2026-08-12T11:30:05.761967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.714501Z digest=sha256:e987638f8fbda3ab163c1033575b50b7945d1113e7e9f51b312fb12e7301ea95

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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raw_fallback, observed 2026-08-12T11:30:05.747426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.718768Z digest=sha256:cd9002aa713c6ebf2fea4d7a060397a6bd564b71d24b62587a19ddb29e5e1dbf

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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verified fuzzy
raw_fallback, observed 2026-08-12T11:30:05.732489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.723329Z digest=sha256:01baabec691951d5842cef2e0a8b867a80dbe40bbc28913a5a3c478c5541af11

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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.732062Z digest=sha256:fb2f25e64cd39014355b2060fcc565b87c109ee8609d31394a45fa6ada4d82e9

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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verified fuzzy
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.736192Z digest=sha256:a59f23da80bc33eaf8d8778afc3dddb296fea8e917b1a7579faa7fc5e50261e8

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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verified fuzzy
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.740472Z digest=sha256:dc4df0becf0a0ba8cdf4b70eb20fa9df66c3cb397ba27d083311cc4bb1901593

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 2026-08-12T06:34:41.77262+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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verified exact
doi, observed 2026-08-12T11:30:05.004549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.748883Z digest=sha256:a785961512aff151c4461e9d95623d2773973a292cfa953f7abff64616f306c4

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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verified fuzzy
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.753328Z digest=sha256:92fe4aa6363a13852364dd3881fab18262e6c7d2900907072dd0325381d2d930

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

Resolution
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.757977Z digest=sha256:ae561c425737137068cd0ea4477a96f58da6dcf7e46e448ff7c426d40d4e98e7

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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verified fuzzy
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.762261Z digest=sha256:3187dbed5b1e033fd44b6db16d0f44a19c85f6540e156f64e52f7547ea9efaef

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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verified fuzzy
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.766400Z digest=sha256:ce146c1c03837bcf0d2274ef2a31786cc21f7a6c62f30ae13e2b111ebac04c7f

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

Resolution
verified fuzzy
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.770657Z digest=sha256:f92327b492206d8bd9f06cb19ef9c5b645f62daac8351b06d6db09e79ec3ec1b

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

Resolution
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:c5ca167cf5cd034609c0a697af1f182e4df94eab9a9286c076307d5b12cfe191

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.780307Z digest=sha256:3a7040e3cc0d5c4ebf49403d05e6534fe4d117ae8c7c841368cbacdcde7a170d

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.784352Z digest=sha256:87954849246830d2c45bc4f09e03104d897866af34fa1248c954a1c001e1d6d9

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.788797Z digest=sha256:a0d9681b976abcc01fb587162b9fff4037dcb989dc8cb593dfde1c5713a92696

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

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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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.793588Z digest=sha256:88088ffa9950f20823ac26b3869d9021ca568394245cfeaf3addc78eab42791e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.798196Z digest=sha256:3f9822cd182eb74f46a9b511b8e182ac87591f2a9476f880f2ea5c1195781465

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.802786Z digest=sha256:bdb55741a353ed9e767b518ad6db7e09fbed71c7bdc0bef955913c9b42ec812c

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.807414Z digest=sha256:498cd0a1b0e39df8524094f27bd0893343effd96a1e3990160f20e8ad2fa79ad

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.811959Z digest=sha256:b95bd8e1a32d9812ad786804ac87913d9cef5309dff262071e6610083606109b

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.816326Z digest=sha256:c02491eed12d964278a98c83a929c025a08c138632b33f07c96de9bf02547235

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.820699Z digest=sha256:f31277861e8ea368c982231044ee8e36d4d618398ef78ccd01074535f1d53447

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.824994Z digest=sha256:a46f3d16ec29ef70144038388a6c61448b077e52e9f32bc2e3c61fafae6251a1

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.829737Z digest=sha256:80c91235d47753e12c62a2c897ee781831f798b4e3b37194bbb679fa66b5d70f

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.834008Z digest=sha256:aaf9f875d92c3d2d97f123a223673af674a305b129d7c502eaa8e53741d0cd38

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.838302Z digest=sha256:d842d9422253582a7e7e602abfaf102af03ae8a11d19cd18178e5034682aa141

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.842634Z digest=sha256:fb60dd36da38ab9fb5a780a090f2442c4406250825c61d0ba0e454766b80177c

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.847099Z digest=sha256:600cf819a84ebe22f978e3dd00e7bf13b68e3ef4ebaad759c761b7ab7b09ad09

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.851393Z digest=sha256:72304dae2c471395f772f07fb96dca996bc29005e3658e690af51b8abadb7375

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.855446Z digest=sha256:35775f2c9243365e67cbb688a47cc12959c6e6c32c04464a14755c0573a91167

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.859713Z digest=sha256:e8f7166bdcd352493b075997a8432474df30e10ddf13b72132e67c5573f3b141

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.864249Z digest=sha256:42f4c572223e4b5921286100be4c8260d159a3fd3292a9c7329d958875237484

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.868869Z digest=sha256:e4eb4b6d67e0fc141e430756b7dbc3c2dd11fb1fac7855b9f94f941664bb9ab2

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.873293Z digest=sha256:3206cbe960e46617f1900b5dabfd41ed0da9a81f597d582e23cb46d1533a4518

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.877695Z digest=sha256:d3ed98b8bf8b086c5c7fbdecd15e946151b140d1e636fe99d28324760b0f3b6a

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.882105Z digest=sha256:0eb185099ccee5ffa2505aa193b14899d184febbcdec50ba0121c0a6c53cfe4e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.886290Z digest=sha256:d3185e3e9033508b68e3216ba347bbcc728309cba2b8316fce69fcaa4297ada9

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.890683Z digest=sha256:ea86ae657f4dd1f500290173dd6370ff12a76d14e5f31b41653a1a427f99b151

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.894807Z digest=sha256:179efef619b1b5d77caba5dc3f1ab54752d80831c83b935cc80698f241000a2e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.899057Z digest=sha256:6c13b1b2331be86e6bedaa3ddda31a20787b25aaba474bd68928992727c6601f

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.903403Z digest=sha256:8b72e9ec2f47915587477942c5b3f5f1a7239a7d7a5f7d076521790c3ed7cef6

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.907668Z digest=sha256:58b101040e914a7b26f92c349573e6b0fdf4560320c5a35eb354099a49708fcf

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.911953Z digest=sha256:adec2cf3e337eeb42ce2255a2656f4a7787ce05cb7bf643fc68a0032659c0e09

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.916148Z digest=sha256:fab3ac32a5b753216fd192442b792f04cac1c8a2890e16968985d14bd7d4487f

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=sha256:488fb49a190567041a31b37dbb835bc5f7cd92a45df152078e6ff46725ac3949

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:04.925916Z digest=sha256:50c001c7116ea01238b3a1f28341f26928bcb2add6d59825cb51144da1e3ef64

Pith citing papers

No inbound Pith citation observations are available.