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Paper Citation Record · LEDGER

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification

As of 13 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2505.16490.

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

pith.paper-citation-record.v1
2505.16490 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:03:33.486691Z

measured 51 of 51 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 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

51 of 51 outbound references displayed

  • verified exact9
  • verified fuzzy17
  • unresolved25
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff06e62c-2d41-4854-af30-fdc95e5b0ed0 · outbound

This paper cites Optuna: A Next-generation Hyperparameter Optimization Framework.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Optuna: A Next-generation Hyperparameter Optimization Framework

Reference 1

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no resolver link, observed 2026-08-07T15:03:27.263703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:27.263703Z digest=sha256:6f5b0fe4bc657ce6c59c03f7f5c2d3f3a5fa4b261043cfaadfb3fcfd5a1021dd

Observation e36f2734-ddd6-46dc-aae0-f52c8839671b · outbound

This paper cites Common V oice: A Massively-Multilingual Speech Corpus.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Common V oice: A Massively-Multilingual Speech Corpus

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-07T15:03:43.000008Z

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=2026-08-07T15:03:27.404870Z digest=sha256:f699688cb3a0a8ec34b1e60638d42c82785e8b38f5459ee6d5590804bb826692

Observation eedb6521-c831-40ae-a34c-2d47c736e457 · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representations.Advances in neural information processing systems, 33:12449–12460, 2020.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification wav2vec 2.0: A framework for self-supervised learning of speech representations.Advances in neural information processing systems, 33:12449–12460, 2020

Reference 3

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Observation cca498df-9210-42f1-98e1-0e094cb27da9 · outbound

This paper cites HeAR -- Health Acoustic Representations.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification HeAR -- Health Acoustic Representations

Reference 4

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no resolver link, observed 2026-08-07T15:03:27.720392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:27.720392Z digest=sha256:2e0ced7f5525ca77bbec096a9bb451b8d525a7e35d5277d472f3e2efc0a96265

Observation acc8e611-e5ec-468f-9b19-9c33159df94c · outbound

This paper cites pyannote.audio: neural building blocks for speaker diarization.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification pyannote.audio: neural building blocks for speaker diarization

Reference 5

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verified exact
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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=2026-08-07T15:03:27.798093Z digest=sha256:364b329adaa06ca3318f413191dfee7fa39999e6b80087de2ec9ee1d253a91cc

Observation 85cdbb6b-455f-4f87-a3fb-3b7a53b94332 · outbound

This paper cites Iemocap: Interactive emotional dyadic motion capture database.Language resources and evaluation, 42:335–359, 2008.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Iemocap: Interactive emotional dyadic motion capture database.Language resources and evaluation, 42:335–359, 2008

Reference 6

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no resolver link, observed 2026-08-07T15:03:27.899330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:27.899330Z digest=sha256:d6443598b4a7b0cec2a1b5897f558f9ced1b1162e4f9a48528d57c103e9f7396

Observation ddd816b8-bd3f-4403-b5fd-9e9f06e09840 · outbound

This paper cites GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio

Reference 7

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no resolver link, observed 2026-08-07T15:03:28.008270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:28.008270Z digest=sha256:4d10f336791f2bf82f284c6946491efcbaff7ecfa105d3343d4a036f5d0c419f

Observation ad7a64fc-7092-4154-a0e8-c795546c04fa · outbound

This paper cites Wavlm: Large-scale self-supervised pre- training for full stack speech processing.IEEE Journal of Selected Topics in Signal Processing, 16(6):1505–1518, 2022.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Wavlm: Large-scale self-supervised pre- training for full stack speech processing.IEEE Journal of Selected Topics in Signal Processing, 16(6):1505–1518, 2022

Reference 8

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no resolver link, observed 2026-08-07T15:03:28.125804Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T15:03:28.125804Z digest=sha256:ec8128a693f27684eeb72e5408a80e9494ed782fbc25481b62d37f962e66a181

Observation 1ad40fbc-0e66-46fb-a4bd-565ae42db68d · outbound

This paper cites Unsupervised cross-lingual representation learning for speech recognition.Interspeech 2021, 2021.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Unsupervised cross-lingual representation learning for speech recognition.Interspeech 2021, 2021

Reference 9

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verified fuzzy
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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.

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Observation f6229e4e-8e64-4885-8a3b-dac33023672b · outbound

This paper cites an unresolved cited work.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Unresolved cited work

Reference 10

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raw_fallback, observed 2026-08-07T15:03:42.516575Z

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.

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Observation 84cc7782-4f9c-4c5f-aff7-ab59bbf84f85 · outbound

This paper cites Number 2.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Number 2

Reference 11

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verified fuzzy
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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.

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Observation 9d928774-7e8d-4760-9eb0-c03751c53f34 · outbound

This paper cites Survey on biomarkers in human vocalizations.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Survey on biomarkers in human vocalizations

Reference 12

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verified exact
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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=2026-08-07T15:03:28.506004Z digest=sha256:12507d0a794da99cbb4787646c9bbcc561169b03ae2d45f378ae655b9db20cea

Observation 13dc959f-5a94-44da-ac89-625e4f1034e5 · outbound

This paper cites Feature Extraction Techniques in Speech Processing: A Survey.International Journal of Computer Applications, 107(5):1–8, December 2014.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Feature Extraction Techniques in Speech Processing: A Survey.International Journal of Computer Applications, 107(5):1–8, December 2014

Reference 13

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verified exact
doi, observed 2026-08-07T15:03:35.118750Z

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=2026-08-07T15:03:28.600956Z digest=sha256:59d57a2660ea501605bca1a8ce9d8c87b10da68e7675b82512e59a7647a23e38

Observation 15122494-ad71-4bc1-9667-d21cd6002174 · outbound

This paper cites Hubert: Self-supervised speech representation learning by masked prediction of hidden units.IEEE/ACM transactions on audio, speech, and language processing, 29:3451–3460, 2021.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Hubert: Self-supervised speech representation learning by masked prediction of hidden units.IEEE/ACM transactions on audio, speech, and language processing, 29:3451–3460, 2021

Reference 14

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unresolved
no resolver link, observed 2026-08-07T15:03:28.678612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:28.678612Z digest=sha256:b8a4ffe8cc7fed2371497f3093873dfe4fb64a7b65236e1e5a5b54762aaa6217

Observation 4aef01c8-e52d-43b8-9180-8ecf34caac6f · outbound

This paper cites Copdvd: Automated classification of chronic obstructive pulmonary disease on a new collected and evaluated voice dataset.Artificial Intelligence in Medicine, 156: 102953, 2024.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Copdvd: Automated classification of chronic obstructive pulmonary disease on a new collected and evaluated voice dataset.Artificial Intelligence in Medicine, 156: 102953, 2024

Reference 15

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verified fuzzy
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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=2026-08-07T15:03:28.787258Z digest=sha256:618457df7076b6457f97f515fb641d1c3fd1ed8582e4a628858a86e6e6c9e45a

Observation 4de8adca-81d7-4231-915c-3ef0f30dfb22 · outbound

This paper cites Speaker identification through artificial intelligence techniques: A comprehensive review and research challenges.Expert Systems with Applications, 171:114591, 2021.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Speaker identification through artificial intelligence techniques: A comprehensive review and research challenges.Expert Systems with Applications, 171:114591, 2021

Reference 16

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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=2026-08-07T15:03:28.869172Z digest=sha256:5b6a5390523d48acfc15f6bb34796f7a5699b025e54518dd2a098d01d592446a

Observation d6b65295-2015-4b55-b11a-634f327bea28 · outbound

This paper cites Libri-light: A benchmark for asr with limited or no supervision.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Libri-light: A benchmark for asr with limited or no supervision

Reference 17

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verified fuzzy
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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=2026-08-07T15:03:28.966837Z digest=sha256:5f19223898a33e55a86b79f3d460f642f7f5482239da6926646d9f1a6cdddb0f

Observation bedf83d8-b333-4295-b0d6-958285224776 · outbound

This paper cites LightGBM: A Highly Efficient Gradient Boosting Deci- sion Tree.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification LightGBM: A Highly Efficient Gradient Boosting Deci- sion Tree

Reference 18

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raw_fallback, observed 2026-08-07T15:03:41.214286Z

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=2026-08-07T15:03:29.068136Z digest=sha256:d4b5bffd11fd2738ec6ea77f07a77ca940b8dd7f1b7944de0f7ecc150b949afd

Observation 3edac2e6-4bbc-4e26-b268-ee284abea056 · outbound

This paper cites an unresolved cited work.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification 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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T15:03:29.137119Z digest=sha256:1046355c6fa247ae97e289e185ab99220e7faf15c8e76de38758137c4a8f1022

Observation e2a360df-2512-4ede-994c-69dd37b7ed05 · outbound

This paper cites Phenome-wide associations of sleep characteristics in the Human Phenotype Project.Nature Medicine, 31(3):1026–1037, March 2025.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Phenome-wide associations of sleep characteristics in the Human Phenotype Project.Nature Medicine, 31(3):1026–1037, March 2025

Reference 20

Resolution
verified exact
doi, observed 2026-08-07T15:03:34.826996Z

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=2026-08-07T15:03:29.230899Z digest=sha256:130d88d7515db6ed6ad39b4627a3af846dc8d998df2589dd817d920bb58b9dde

Observation a3350918-3795-4a6f-b938-bc174330829b · outbound

This paper cites Gender and Age Estimation Methods Based on Speech Using Deep Neural Networks.Sensors (Basel, Switzerland), 21(14):4785, July 2021.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Gender and Age Estimation Methods Based on Speech Using Deep Neural Networks.Sensors (Basel, Switzerland), 21(14):4785, July 2021

Reference 21

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doi, observed 2026-08-07T15:03:34.624355Z

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=2026-08-07T15:03:29.379756Z digest=sha256:d18ead6ca7e1ff7c1da44bd8ffe845b70f60750f6dc89c4bd5201dcc2e12e61e

Observation 10b29842-00e5-46b6-a90a-0aef7bbb76c9 · outbound

This paper cites Covid-19 artificial intelligence diagnosis using only cough recordings.IEEE Open Journal of Engineering in Medicine and Biology, 1: 275–281, 2020.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Covid-19 artificial intelligence diagnosis using only cough recordings.IEEE Open Journal of Engineering in Medicine and Biology, 1: 275–281, 2020

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:29.438754Z digest=sha256:e9d2f9acc0693903a1d6cbaa34d205bb29aeef305f63dd7cc53ae8a0f1bc412d

Observation a2af128e-e813-45b5-a583-1d35bfb1b175 · outbound

This paper cites Survey of deep representation learning for speech emotion recognition.IEEE Transactions on Affective Computing, 14(2):1634–1654, 2021.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Survey of deep representation learning for speech emotion recognition.IEEE Transactions on Affective Computing, 14(2):1634–1654, 2021

Reference 23

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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=2026-08-07T15:03:29.527326Z digest=sha256:0ed420c00c16266c2d3413f0c694dc1ceb5c07e2b829e4b6f3bc7f0cfd7dc3c9

Observation 1317ee78-1777-461d-898e-bd2e4c2f5986 · outbound

This paper cites an unresolved cited work.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Unresolved cited work

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:29.655615Z digest=sha256:fcec38140bc7f67687f8c7a25d3ffa166ea188e0474665f1e143c65383ee0c31

Observation 6c3abdff-68dd-4480-8f59-8c33bf113fa2 · outbound

This paper cites Detecting Cognitive Decline Using Speech Only: The ADReSSo Challenge.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Detecting Cognitive Decline Using Speech Only: The ADReSSo Challenge

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T15:03:29.769328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 029fd8f7-27a9-43fd-b5fc-f58c97f9947c · outbound

This paper cites ivrit.ai: A Comprehensive Dataset of Hebrew Speech for AI Research and Development.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification ivrit.ai: A Comprehensive Dataset of Hebrew Speech for AI Research and Development

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T15:03:29.870629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b0b36358-20a2-4d38-97f6-51c5d0bb7826 · outbound

This paper cites an unresolved cited work.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Unresolved cited work

Reference 27

Resolution
verified exact
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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=2026-08-07T15:03:29.955537Z digest=sha256:9636b861a3c1a36a36acc8bc58ba3692c6f5060456d362acdc7162b1061658c8

Observation 4ca6ad5c-944e-4aee-a7b8-b76b25396db3 · outbound

This paper cites Automatic speaker verification systems and spoof detection techniques: review and analysis.International Journal of Speech Technology, 25(1):105–134, 2022.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Automatic speaker verification systems and spoof detection techniques: review and analysis.International Journal of Speech Technology, 25(1):105–134, 2022

Reference 28

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raw_fallback, observed 2026-08-07T15:03:40.139457Z

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=2026-08-07T15:03:30.049159Z digest=sha256:9b6b0e9d0439dc01b3bcbff164fc23f43442320d669c444b5531a4fabdcc0d7a

Observation 8d725437-679f-4160-8817-7af1d1a51947 · outbound

This paper cites Study of the performance of automatic speech recognition systems in speakers with parkinson’s disease.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Study of the performance of automatic speech recognition systems in speakers with parkinson’s disease

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:03:39.813561Z

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=2026-08-07T15:03:30.162076Z digest=sha256:ec5e2cccd9bb19689fea82f74864e4fe7b36166888388f827111bf7f37252ec2

Observation 03cf80d6-b99b-425d-84b0-ead00d5eebcc · outbound

This paper cites an unresolved cited work.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Unresolved cited work

Reference 30

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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=2026-08-07T15:03:30.263507Z digest=sha256:c7e96044183f8661ad5edc3bd6231dad4fbf9d6a4d695e2c5d7a58de301b1286

Observation 2e3e7bfc-47bd-460b-bf78-de746daf150a · outbound

This paper cites V oxceleb: Large-scale speaker verification in the wild.Computer Speech & Language, 60:101027, 2020.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification V oxceleb: Large-scale speaker verification in the wild.Computer Speech & Language, 60:101027, 2020

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:30.396776Z digest=sha256:e900e8eb4a4ccb2cb788dce287d81876a33cce9ff44c76deb1e4f806397e1736

Observation c450ccf1-ad85-495f-a9e4-f8e95f5bf4fa · outbound

This paper cites The coughvid crowdsourcing dataset, a corpus for the study of large-scale cough analysis algorithms.Scientific Data, 8(1):156, 2021.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification The coughvid crowdsourcing dataset, a corpus for the study of large-scale cough analysis algorithms.Scientific Data, 8(1):156, 2021

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-07T15:03:39.198345Z

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=2026-08-07T15:03:30.465018Z digest=sha256:23189712b62162107c0b1a57296dea5fd3ba1734907185dadbb8e744c94a0a20

Observation 70c65c79-405b-4780-a3f8-ae747b68c282 · outbound

This paper cites Librispeech: an asr corpus based on public domain audio books.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Librispeech: an asr corpus based on public domain audio books

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T15:03:30.576014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:30.576014Z digest=sha256:96e8127f962ce015b7799220d65de20c4251e775048aba421c530b75f108fb4f

Observation f328333c-2850-43ba-8a74-83aafec05188 · outbound

This paper cites A german database of patterns of pathological vocal fold vibration.Phonus, 3:143–153, 1997.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification A german database of patterns of pathological vocal fold vibration.Phonus, 3:143–153, 1997

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:03:38.812874Z

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=2026-08-07T15:03:30.690670Z digest=sha256:f4bc4da284f07244d5866b9190958102abd8107e1696b48cd405924569b8247f

Observation 27c91a71-7075-4c38-9c84-3c05a8d17e38 · outbound

This paper cites SpeechBrain: A General-Purpose Speech Toolkit.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification SpeechBrain: A General-Purpose Speech Toolkit

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T15:03:30.859532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:30.859532Z digest=sha256:d728fadf14d5f61284428d46099f1e3c2b15b1277c9e83518897c3bf291f9874

Observation 857ee834-e217-4ca8-a5f2-bdf163b4d894 · outbound

This paper cites The Third DIHARD Diarization Challenge.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification The Third DIHARD Diarization Challenge

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T15:03:31.066762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:31.066762Z digest=sha256:f7ad26e8b0c79753ad781ba15e10e3fcf908203aa6d4f1598c0f15f5f2c04353

Observation 99d99941-6e59-42b0-a5ff-cd87545fd0b9 · outbound

This paper cites Evaluation of speech and pause alterations in patients with acute and chronic heart failure.Journal of the American Heart Association, 11(21):e027023, 2022.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Evaluation of speech and pause alterations in patients with acute and chronic heart failure.Journal of the American Heart Association, 11(21):e027023, 2022

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:03:38.618424Z

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=2026-08-07T15:03:31.183485Z digest=sha256:4589749b1d2c70ef2059d07d861168637ebdff76b3fd93e07686174b1b0a59fd

Observation 91dad948-b8da-48bc-baf6-be3feaa7cbc6 · outbound

This paper cites Coswara -- A Database of Breathing, Cough, and Voice Sounds for COVID-19 Diagnosis.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Coswara -- A Database of Breathing, Cough, and Voice Sounds for COVID-19 Diagnosis

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T15:03:31.354500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:31.354500Z digest=sha256:737e38a9b38e86105c329e7c364551f9892b704524ee72dc055f27032f25ae53

Observation a974cb2f-d8e8-461d-8d9a-ce06875b02fc · outbound

This paper cites 10 K: a large-scale prospective longitudinal study in Israel.European Journal of Epidemiology, 36(11):1187–1194, November 2021.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification 10 K: a large-scale prospective longitudinal study in Israel.European Journal of Epidemiology, 36(11):1187–1194, November 2021

Reference 39

Resolution
verified exact
doi, observed 2026-08-07T15:03:34.339156Z

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=2026-08-07T15:03:31.521588Z digest=sha256:fe30633a60c812f6c6422aa78aa22c94136fdae37985c57a3059cea781fbe996

Observation e5e4bf8e-0455-4785-8340-2ca860bf1ce4 · outbound

This paper cites X-Vectors: Robust DNN Embeddings for Speaker Recognition.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification X-Vectors: Robust DNN Embeddings for Speaker Recognition

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T15:03:31.678096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:31.678096Z digest=sha256:4ba19e2556abed44542770cff197dfaee8fcbcde56b58df6d9c25de71edc3c50

Observation ef0aee27-88a2-4cae-968f-36fc5e49f657 · outbound

This paper cites Comparison of speech tasks and recording devices for voice based automatic classification of healthy subjects and patients with amyotrophic lateral sclerosis.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Comparison of speech tasks and recording devices for voice based automatic classification of healthy subjects and patients with amyotrophic lateral sclerosis

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:03:38.278926Z

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=2026-08-07T15:03:31.910944Z digest=sha256:331dee83d34576121d1566b07fbe55ed64ba43973bbf7d4df6d52674ec0b0d21

Observation 1ad11b27-5004-4f2f-9974-1f63f11f2770 · outbound

This paper cites Efficientnet: Rethinking model scaling for convolutional neural networks.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Efficientnet: Rethinking model scaling for convolutional neural networks

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T15:03:32.068328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:32.068328Z digest=sha256:75d9831dcea531bba30a0ea0a7f7e1fad10630a77ff5784e5c5554596caf6ad5

Observation b4a36263-7da7-4af6-b59b-538369d5a5eb · outbound

This paper cites EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T15:03:32.217169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:32.217169Z digest=sha256:012e5141ab4df617d05501df063473b9a83921cb97a556205179db934ad23c4c

Observation 667e7095-a84a-45a1-b203-9a12749bc16f · outbound

This paper cites Early dementia detection using multiple spontaneous speech prompts: The process challenge.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Early dementia detection using multiple spontaneous speech prompts: The process challenge

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:03:37.955031Z

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=2026-08-07T15:03:32.416589Z digest=sha256:0fc44087ceed9ed4772365591bf74e57795d88590d635115b2a3b47ba1bc5853

Observation 5497cff9-ca9c-4d59-be1a-35501d56a60b · outbound

This paper cites Ray Dorsey, and Adam V ogel.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Ray Dorsey, and Adam V ogel

Reference 45

Resolution
verified exact
doi, observed 2026-08-07T15:03:33.930434Z

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=2026-08-07T15:03:32.619548Z digest=sha256:7a1d6ddfd12b58f21de3ffc1844958abbaca2d181a680850eba3675f29a9a44d

Observation 3cfacb16-af02-45e6-9163-d43e839a6056 · outbound

This paper cites VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T15:03:32.780424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:32.780424Z digest=sha256:7a5a87c602cfb6e757f31e972be6f110ac9a849b6d55a5defc6fe710e17e4a9b

Observation 0a14560d-c012-4180-9396-14040a0f2328 · outbound

This paper cites Speech Emotion Diarization: Which Emotion Appears When?.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Speech Emotion Diarization: Which Emotion Appears When?

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T15:03:33.019374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:33.019374Z digest=sha256:5142df0819dea3070618be3555b21949ee2adb1ac49ad82196482ccae41970f1

Observation 01bd70cb-f87b-4d36-9553-746c99c0a10f · outbound

This paper cites A comprehensive review of speech emotion recognition systems.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification A comprehensive review of speech emotion recognition systems

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:03:37.657161Z

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=2026-08-07T15:03:33.162888Z digest=sha256:09ed359425c594d444f0ca3a8bd38a97e806bfdfc85f3a31060b98acaa384f0a

Observation 26ae48ae-a54d-4374-8d4c-091405627585 · outbound

This paper cites Quantifying talk: developing reliable measures of verbal productivity.Behavior research methods, 43:168–178, 2011.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Quantifying talk: developing reliable measures of verbal productivity.Behavior research methods, 43:168–178, 2011

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:03:37.401094Z

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=2026-08-07T15:03:33.250296Z digest=sha256:dfb2647583d8d413194e9e32ec92c9f88b3194d52821d4c19e9e23075285ad36

Observation 398c6fa1-ceae-4ef8-a034-6e8df484fb9a · outbound

This paper cites Superb: Speech processing universal performance benchmark.Interspeech 2021, 2021.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Superb: Speech processing universal performance benchmark.Interspeech 2021, 2021

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T15:03:33.395624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:33.395624Z digest=sha256:c85c3a601c5bbb9a88ff6cb12859bc15a4557fb71f53273304207e5460ef727d

Observation f346085e-7d80-4562-b430-ce6fb7ade033 · outbound

This paper cites A Large-Scale Evaluation of Speech Foundation Models.

HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification A Large-Scale Evaluation of Speech Foundation Models

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:03:35.459437Z

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=2026-08-07T15:03:33.486691Z digest=sha256:4185736b6e48741110aef1212c492064d2907c953c7200103aa062d42e47bb7c

Pith citing papers

No inbound Pith citation observations are available.