Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:03:33.486691Z
Paper Citation Record · LEDGER
As of 8 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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:03:33.486691Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ff06e62c-2d41-4854-af30-fdc95e5b0ed0 · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Optuna: A Next-generation Hyperparameter Optimization Framework
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e36f2734-ddd6-46dc-aae0-f52c8839671b · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Common V oice: A Massively-Multilingual Speech Corpus
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eedb6521-c831-40ae-a34c-2d47c736e457 · outbound
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
Source-reported events for the cited work
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Observation cca498df-9210-42f1-98e1-0e094cb27da9 · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification HeAR -- Health Acoustic Representations
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acc8e611-e5ec-468f-9b19-9c33159df94c · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification pyannote.audio: neural building blocks for speaker diarization
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 85cdbb6b-455f-4f87-a3fb-3b7a53b94332 · outbound
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
Source-reported events for the cited work
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Observation ddd816b8-bd3f-4403-b5fd-9e9f06e09840 · outbound
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
Source-reported events for the cited work
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Observation ad7a64fc-7092-4154-a0e8-c795546c04fa · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ad40fbc-0e66-46fb-a4bd-565ae42db68d · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f6229e4e-8e64-4885-8a3b-dac33023672b · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 84cc7782-4f9c-4c5f-aff7-ab59bbf84f85 · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Number 2
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9d928774-7e8d-4760-9eb0-c03751c53f34 · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Survey on biomarkers in human vocalizations
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 13dc959f-5a94-44da-ac89-625e4f1034e5 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 15122494-ad71-4bc1-9667-d21cd6002174 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4aef01c8-e52d-43b8-9180-8ecf34caac6f · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4de8adca-81d7-4231-915c-3ef0f30dfb22 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d6b65295-2015-4b55-b11a-634f327bea28 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bedf83d8-b333-4295-b0d6-958285224776 · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification LightGBM: A Highly Efficient Gradient Boosting Deci- sion Tree
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3edac2e6-4bbc-4e26-b268-ee284abea056 · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e2a360df-2512-4ede-994c-69dd37b7ed05 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a3350918-3795-4a6f-b938-bc174330829b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 10b29842-00e5-46b6-a90a-0aef7bbb76c9 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2af128e-e813-45b5-a583-1d35bfb1b175 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1317ee78-1777-461d-898e-bd2e4c2f5986 · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c3abdff-68dd-4480-8f59-8c33bf113fa2 · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Detecting Cognitive Decline Using Speech Only: The ADReSSo Challenge
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 029fd8f7-27a9-43fd-b5fc-f58c97f9947c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0b36358-20a2-4d38-97f6-51c5d0bb7826 · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4ca6ad5c-944e-4aee-a7b8-b76b25396db3 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8d725437-679f-4160-8817-7af1d1a51947 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 03cf80d6-b99b-425d-84b0-ead00d5eebcc · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2e3e7bfc-47bd-460b-bf78-de746daf150a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c450ccf1-ad85-495f-a9e4-f8e95f5bf4fa · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 70c65c79-405b-4780-a3f8-ae747b68c282 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f328333c-2850-43ba-8a74-83aafec05188 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 27c91a71-7075-4c38-9c84-3c05a8d17e38 · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification SpeechBrain: A General-Purpose Speech Toolkit
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 857ee834-e217-4ca8-a5f2-bdf163b4d894 · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification The Third DIHARD Diarization Challenge
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99d99941-6e59-42b0-a5ff-cd87545fd0b9 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 91dad948-b8da-48bc-baf6-be3feaa7cbc6 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a974cb2f-d8e8-461d-8d9a-ce06875b02fc · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e5e4bf8e-0455-4785-8340-2ca860bf1ce4 · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification X-Vectors: Robust DNN Embeddings for Speaker Recognition
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef0aee27-88a2-4cae-968f-36fc5e49f657 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1ad11b27-5004-4f2f-9974-1f63f11f2770 · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Efficientnet: Rethinking model scaling for convolutional neural networks
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4a36263-7da7-4af6-b59b-538369d5a5eb · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 667e7095-a84a-45a1-b203-9a12749bc16f · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5497cff9-ca9c-4d59-be1a-35501d56a60b · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Ray Dorsey, and Adam V ogel
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3cfacb16-af02-45e6-9163-d43e839a6056 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a14560d-c012-4180-9396-14040a0f2328 · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Speech Emotion Diarization: Which Emotion Appears When?
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01bd70cb-f87b-4d36-9553-746c99c0a10f · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification A comprehensive review of speech emotion recognition systems
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 26ae48ae-a54d-4374-8d4c-091405627585 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 398c6fa1-ceae-4ef8-a034-6e8df484fb9a · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Superb: Speech processing universal performance benchmark.Interspeech 2021, 2021
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f346085e-7d80-4562-b430-ce6fb7ade033 · outbound
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification A Large-Scale Evaluation of Speech Foundation Models
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.