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Paper Citation Record · LEDGER

MVP: Multi-source Voice Pathology detection

As of 13 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2505.20050.

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

pith.paper-citation-record.v1
2505.20050 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:04:10.268111Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:04:07.019100Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:04:10.433541Z

Reference resolution

37 of 37 outbound references displayed

  • verified exact1
  • verified fuzzy30
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f91674d5-eda7-4798-9766-90c26ae24362 · outbound

This paper cites These conditions impact daily communication, work performance, and overall quality of life.

MVP: Multi-source Voice Pathology detection These conditions impact daily communication, work performance, and overall quality of life

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:15.838071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:06.976254Z digest=sha256:da81323dee4adae9a615065bf7a4d5461a2a7b85fd9348f0c0a4b7fa59d3e463

Observation 2072e6af-5b7b-4eb2-9f73-39b5e0300b9e · outbound

This paper cites MVP: Multi-source Voice Pathology detection.

MVP: Multi-source Voice Pathology detection MVP: Multi-source Voice Pathology detection

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:04:10.512946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:07.019100Z digest=sha256:54d5a9bab2ea537cdbc1ebc2bba3dda813be8eae0acf49b8b6c9b4c11d9f6a89

Observation 443fcaf6-a9f0-4b75-a372-2877f25a659c · outbound

This paper cites an unresolved cited work.

MVP: Multi-source Voice Pathology detection Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:04:15.600328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:07.089200Z digest=sha256:9364cd6a13813571ad2dd27be64cf019eb479238fd225bb10dd5e9d837078c1c

Observation e1649364-a8b6-4763-b4a3-9e8f27a2400f · outbound

This paper cites The IFF-TE method with fine-tuned backbones achieves the highest AUC scores: 95.8% (SVD), 96.3% (A VFAD), and 93.6% (IPV).

MVP: Multi-source Voice Pathology detection The IFF-TE method with fine-tuned backbones achieves the highest AUC scores: 95.8% (SVD), 96.3% (A VFAD), and 93.6% (IPV)

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:15.254818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:07.281420Z digest=sha256:ce922c43fc27188748d598b211e9d1f38bb33ba9428b3c3ac893a6e36b08b39c

Observation b9aa9644-4897-4582-8934-ae42d875d389 · outbound

This paper cites an unresolved cited work.

MVP: Multi-source Voice Pathology detection Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:04:15.082998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:07.336508Z digest=sha256:c94f75a369d00ea96b568afef5ae0f84528c7ae292c6b97d5b01dfdcdc709f34

Observation 4e34f836-ff39-48c3-8b7a-cef73d869475 · outbound

This paper cites 1555 11/10/2022, PE00000013), is partially supported by the ”D.A.R.E.

MVP: Multi-source Voice Pathology detection 1555 11/10/2022, PE00000013), is partially supported by the ”D.A.R.E

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:14.859380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:07.420146Z digest=sha256:449cf66e7351e3ba1030620c4fcc206f8bcf746305c6c8c8a1d0bb8adf2be477

Observation ff733609-af81-43f0-ad56-3e2550c00570 · outbound

This paper cites V oice disorders identification using hybrid approach: Wavelet analysis and multilayer neural networks,.

MVP: Multi-source Voice Pathology detection V oice disorders identification using hybrid approach: Wavelet analysis and multilayer neural networks,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:13.763381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:08.154616Z digest=sha256:2daa68b8bed9d1b85517c4e3c3d0faa129868d7a81e314e5b267b2cefad10428

Observation 32df5cf3-8608-492f-800e-b043e2e7252d · outbound

This paper cites Prevalence of voice disorders in teachers and the general population,.

MVP: Multi-source Voice Pathology detection Prevalence of voice disorders in teachers and the general population,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:14.648538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:07.517589Z digest=sha256:b3028a1400fca88d07bf21b1b5f0ee66ea6ea53d36bb7ff690ffd20093b28762

Observation 5fbdc248-d5a3-4169-9ffe-ea7f1977d731 · outbound

This paper cites V oice disor- ders in the general population: prevalence, risk factors, and occu- pational impact,.

MVP: Multi-source Voice Pathology detection V oice disor- ders in the general population: prevalence, risk factors, and occu- pational impact,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:14.470275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:07.613678Z digest=sha256:a92676ea6f3a4ed899e7002bdda701736841edc7580e11ea9b548f4daf325354

Observation d23183eb-17d3-4a40-b7f2-60fe1c914060 · outbound

This paper cites The rapidly evolving scenario of acoustic voice analysis in otolaryngology,.

MVP: Multi-source Voice Pathology detection The rapidly evolving scenario of acoustic voice analysis in otolaryngology,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:14.199489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:07.703353Z digest=sha256:ba8511b636737ced9691bf4b72087ecbbe6bf2993ccfac5668aa1c1ca08c2c16

Observation cff09788-b274-4982-a68d-b583fc40739d · outbound

This paper cites Basics of voice disorders,.

MVP: Multi-source Voice Pathology detection Basics of voice disorders,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:14.155128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:07.830610Z digest=sha256:664949b84d10b568f6d0e7849d0bf14488fecbd463794afc2088014ae909b57a

Observation a4a7bc53-8539-4af7-af58-8922a77db4be · outbound

This paper cites Delayed otolaryn- gology referral for voice disorders increases health care costs,.

MVP: Multi-source Voice Pathology detection Delayed otolaryn- gology referral for voice disorders increases health care costs,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:14.000981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:07.897749Z digest=sha256:3de3a7fca18c2a315307cea901f1773f86a2fb885ee3b0013f7046b90195b979

Observation 33f563fa-350f-4143-a544-57318d6179ac · outbound

This paper cites V oice disorder analysis: a transformer-based approach,.

MVP: Multi-source Voice Pathology detection V oice disorder analysis: a transformer-based approach,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:13.868568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:08.022869Z digest=sha256:7a14cd14a4419c468937b1f4781ff80e2a9f316a03fe21322b47ccc39a70e76b

Observation dc5fd69d-861d-47db-8c29-ce26c4718de3 · outbound

This paper cites Dysarthric speech trans- former: A sequence-to-sequence dysarthric speech recognition system,.

MVP: Multi-source Voice Pathology detection Dysarthric speech trans- former: A sequence-to-sequence dysarthric speech recognition system,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:12.839784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:08.764307Z digest=sha256:c4a2d0c1c857532f79b5645db829ef37e82970b868ca55092a92e9971fd3ee17

Observation cd6e6537-c958-4b54-bcd3-b41885e63390 · outbound

This paper cites Byovoz automatic voice condition analysis system for the 2018 femh challenge,.

MVP: Multi-source Voice Pathology detection Byovoz automatic voice condition analysis system for the 2018 femh challenge,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:13.642998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:08.210536Z digest=sha256:7d9fa77285b4a38cb027727484ab70124f9032a0cec5f5fb719b89cb41f64d9e

Observation 0d7084e6-bdf4-4588-9f18-1e17ea5367ba · outbound

This paper cites V oice disorder classi- fication using convolutional neural network based on deep transfer learning,.

MVP: Multi-source Voice Pathology detection V oice disorder classi- fication using convolutional neural network based on deep transfer learning,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:13.530449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:08.367650Z digest=sha256:b4b69cc2920f2971d3324c5b0b32373b6ea91ceec6d46b813dd7452d5e9441b7

Observation 90f507da-e5e9-4a80-b4d2-5717db3f8480 · outbound

This paper cites A voice disease detec- tion method based on mfccs and shallow cnn,.

MVP: Multi-source Voice Pathology detection A voice disease detec- tion method based on mfccs and shallow cnn,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:13.378638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:08.439076Z digest=sha256:72a0607633a7d3b806b19e14f680fdbdd82b228753682ea945f2057600ea35ba

Observation 37e4aef2-046f-467f-9369-02c85e3ec641 · outbound

This paper cites Hybrid cnn-lstm model with efficient hyper- parameter tuning for prediction of parkinson’s disease,.

MVP: Multi-source Voice Pathology detection Hybrid cnn-lstm model with efficient hyper- parameter tuning for prediction of parkinson’s disease,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:13.243403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:08.509003Z digest=sha256:ddd3f9b5e2c92f7dc97c6c189acf7ce26fd0dd625b25b6a57b68357119917a26

Observation fa2e5fc9-4ae8-43f5-a736-c43428e6efc9 · outbound

This paper cites V oice pathology detection using convolutional neural networks with electroglotto- graphic (egg) and speech signals,.

MVP: Multi-source Voice Pathology detection V oice pathology detection using convolutional neural networks with electroglotto- graphic (egg) and speech signals,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:13.110985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:08.600836Z digest=sha256:1f5a5b9a652739d29fddfef4b2bf907be660300b60f2e6f63a4205b63b74ff42

Observation 047ab1f9-e6a8-4b6e-bfbd-592a5469b49b · outbound

This paper cites Automatic voice disorder detection using self- supervised representations,.

MVP: Multi-source Voice Pathology detection Automatic voice disorder detection using self- supervised representations,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:12.997570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:08.682430Z digest=sha256:6ee7ec202bce88405389e97788c02958284f09f360a0414bb6f42c6c832f8942

Observation 1306f0c5-32e0-4865-bfa3-1ea03f0fce45 · outbound

This paper cites Hubert: Self-supervised speech represen- tation learning by masked prediction of hidden units,.

MVP: Multi-source Voice Pathology detection Hubert: Self-supervised speech represen- tation learning by masked prediction of hidden units,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T14:04:09.418326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:04:09.418326Z digest=sha256:554702f6657ce63569991020991c61658bb979ce10b815d91c650e41b4e90ace

Observation f549c45e-e7c5-4d8e-bb79-818e0341a60a · outbound

This paper cites E2e-dasr: End-to-end deep learning-based dysarthric automatic speech recognition,.

MVP: Multi-source Voice Pathology detection E2e-dasr: End-to-end deep learning-based dysarthric automatic speech recognition,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:12.670718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:08.867348Z digest=sha256:9073da18e83ef7430f5f58e52f5a87294664bdafa90b9e8786e51a8c38381374

Observation 47570ecb-5a29-4356-9187-dd737a2a731b · outbound

This paper cites Detecting dementia from speech and transcripts using transformers,.

MVP: Multi-source Voice Pathology detection Detecting dementia from speech and transcripts using transformers,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T14:04:09.016169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:04:09.016169Z digest=sha256:8d127c17301254fcb21b244e275e0890518ebda615520d6b180aaf26f80f401b

Observation feddd022-633c-4a46-9317-d87c6215aeec · outbound

This paper cites Exploiting foundation models and speech enhancement for parkinson’s disease detection from speech in real-world operative conditions,.

MVP: Multi-source Voice Pathology detection Exploiting foundation models and speech enhancement for parkinson’s disease detection from speech in real-world operative conditions,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:12.470371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:09.103468Z digest=sha256:20c21640c875b03a25b77b2a905ccdd22db7d9dca0051c724880bf53e92e4135

Observation 697e5ec1-27f3-4bb7-b089-2d9cecbb4e36 · outbound

This paper cites Bilingual dual-head deep model for parkinson’s disease detec- tion from speech,.

MVP: Multi-source Voice Pathology detection Bilingual dual-head deep model for parkinson’s disease detec- tion from speech,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:12.323822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:09.187506Z digest=sha256:b7847f0031332e03ff049b481cbd3ce1ac4c96b13b29e6108b0f54e41b3da3af

Observation e1e0556c-c9e0-468b-ba15-2a63ab848046 · outbound

This paper cites V ocal fold nodules: A disorder of phonation organs or auditory feedback?.

MVP: Multi-source Voice Pathology detection V ocal fold nodules: A disorder of phonation organs or auditory feedback?

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:12.136849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:09.238667Z digest=sha256:e051369acc6b35fb73bf3d22aa94dba1403b8ee4c484768fab1176db1ae57633

Observation 799daeb0-6521-484e-a6cc-53bb65211b0b · outbound

This paper cites A pattern recognition approach to spasmodic dysphonia and mus- cle tension dysphonia automatic classification,.

MVP: Multi-source Voice Pathology detection A pattern recognition approach to spasmodic dysphonia and mus- cle tension dysphonia automatic classification,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:11.972983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:09.316988Z digest=sha256:3b669a18f925d7a69706f47f8a0bcc29d47c0ebdb2cb349178ee4824a6d1b55c

Observation 85874805-f3ac-4265-aeaa-6108fabe2539 · outbound

This paper cites Film: Visual reasoning with a general conditioning layer,.

MVP: Multi-source Voice Pathology detection Film: Visual reasoning with a general conditioning layer,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:11.034293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:10.068354Z digest=sha256:bf3333c55ed3ca83b4d551e6d308ec7a4b8cf377ca118f66259af0cba81977fa

Observation 6565f05a-06bf-45e5-af6d-bee612ec9422 · outbound

This paper cites Benchmarking representations for speech, music, and acoustic events,.

MVP: Multi-source Voice Pathology detection Benchmarking representations for speech, music, and acoustic events,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:11.777559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:09.532714Z digest=sha256:2454b1353a48355c025e99a81030728dc39087c9124a9fe69450b4a81bd45ccb

Observation 04ef52e3-aa3b-44b0-b904-14c10a2a6926 · outbound

This paper cites voc2vec: A foundation model for non-verbal vocalization,.

MVP: Multi-source Voice Pathology detection voc2vec: A foundation model for non-verbal vocalization,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:11.579533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:09.615359Z digest=sha256:8e7dd08ee3cab2580a6c57ddad9864758d2e481ee48cf9138a945f4bffcbdcd7

Observation 79cdd7de-e444-4641-bd83-98471a3bde32 · outbound

This paper cites Lib- rispeech: an asr corpus based on public domain audio books,.

MVP: Multi-source Voice Pathology detection Lib- rispeech: an asr corpus based on public domain audio books,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:11.407752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:09.679385Z digest=sha256:22e37b8306c27cfde882085d44ab1760e8e20206f1d8f764abced119a6d77e0a

Observation b94ff173-a0e3-4a22-875d-4574c0718986 · outbound

This paper cites Audio set: An ontology and human-labeled dataset for audio events,.

MVP: Multi-source Voice Pathology detection Audio set: An ontology and human-labeled dataset for audio events,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T14:04:09.766839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:04:09.766839Z digest=sha256:0720dcb57b1d3720b6b4100d1b8f5a78d37671fbf52e80690f1d05ed81b67e60

Observation d9029c72-fea9-4fb8-a8b2-c8470b5b1377 · outbound

This paper cites Vision-language multimodal fusion in dermato- logical disease classification,.

MVP: Multi-source Voice Pathology detection Vision-language multimodal fusion in dermato- logical disease classification,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:11.209574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:09.873292Z digest=sha256:c4ccc7dbac458a67eb90fc4916f2073ced8cbe5065ba17c761fab4c6d0552870

Observation c5ccecbb-e4ed-48db-b0e4-58ee6094c084 · outbound

This paper cites Gated Multimodal Units for Information Fusion.

MVP: Multi-source Voice Pathology detection Gated Multimodal Units for Information Fusion

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T14:04:09.956922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:04:09.956922Z digest=sha256:851d9127bd85a5378fa6cdcc721658897da1e9705a96d8353506070433886144

Observation dce4ada7-b072-483c-8322-4d953e5db2ed · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representa- tions,.

MVP: Multi-source Voice Pathology detection wav2vec 2.0: A framework for self-supervised learning of speech representa- tions,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:10.881596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:10.169757Z digest=sha256:88ae0eb3fe16da0ed82ba6884a5f7e93a41d57ef6a45693c2164eb1e379207f0

Observation 6c62db55-fcf4-450e-b113-cc0402b3d159 · outbound

This paper cites Exploring asr-based wav2vec2 for automated speech disorder as- sessment: Insights and analysis,.

MVP: Multi-source Voice Pathology detection Exploring asr-based wav2vec2 for automated speech disorder as- sessment: Insights and analysis,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:10.669277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:10.268111Z digest=sha256:a02ab03cd8e2dde3b6d7b0b9b9de1e578a5c672c7b414a18086cdf6da5ef23b0

Observation 381a3a04-5dda-44c1-8d7a-7996824ef8ac · outbound

This paper cites For the TE fusion strategy, we set L = 2 transformer encoder layers, which provides an effective balance between model complexity and representational power.

MVP: Multi-source Voice Pathology detection For the TE fusion strategy, we set L = 2 transformer encoder layers, which provides an effective balance between model complexity and representational power

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:15.408856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:07.164327Z digest=sha256:32230be94b0b6458e0e549c55030e7267ff604c262922511a63a0f5e79334a7b

Pith citing papers

Observation 2072e6af-5b7b-4eb2-9f73-39b5e0300b9e · inbound

MVP: Multi-source Voice Pathology detection cites this paper.

MVP: Multi-source Voice Pathology detection MVP: Multi-source Voice Pathology detection

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:04:10.512946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:04:07.019100Z digest=sha256:54d5a9bab2ea537cdbc1ebc2bba3dda813be8eae0acf49b8b6c9b4c11d9f6a89