Paper Citation Record · LEDGER

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin

As of 9 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 2 inbound Pith citation observations for arXiv:2505.21445.

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

pith.paper-citation-record.v1
2505.21445 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:32:33.285818Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:32:30.545138Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-09T05:50:28.389296Z

Reference resolution

38 of 38 outbound references displayed

verified exact1
verified fuzzy29
unresolved7
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a59cbd6c-1c5b-437b-affe-cc855b45a828 · outbound

This paper cites VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:32:30.545138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 787d9d0f-c7c1-464c-a759-a5c6581d997c · outbound

This paper cites Previous speaker aging datasets As shown in Table 1, existing speaker aging datasets can be classified into two types: discrete and continuous, based on ses- sion intervals.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Previous speaker aging datasets As shown in Table 1, existing speaker aging datasets can be classified into two types: discrete and continuous, based on ses- sion intervals

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:39.854114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 419fc275-e8fd-4662-a6de-1d1552fe1986 · outbound

This paper cites Data setting As shown in Table 2, the data settings of V oxAging include ”X- Independent” and ”X-Dependent” configurations.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Data setting As shown in Table 2, the data settings of V oxAging include ”X- Independent” and ”X-Dependent” configurations

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:39.463512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 78b6ec77-124d-4c20-9858-4492577d5956 · outbound

This paper cites Impact of speaker aging on advanced speaker verifica- tion systems Table 3 shows the impact of speaker aging on advanced speaker verification systems.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Impact of speaker aging on advanced speaker verifica- tion systems Table 3 shows the impact of speaker aging on advanced speaker verification systems

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T13:32:39.306386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cee93563-b08d-4a3e-8f5a-d67c3a2863f9 · outbound

This paper cites It includes recordings from 293 speakers (226 English and 67 Mandarin) over a span of 17 years, totaling 7,522 hours, with weekly samples.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin It includes recordings from 293 speakers (226 English and 67 Mandarin) over a span of 17 years, totaling 7,522 hours, with weekly samples

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:39.123741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4d04559f-7b37-4521-ab3a-bb087b759c7b · outbound

This paper cites Evaluation and calibration of short- term aging effects in speaker verification,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Evaluation and calibration of short- term aging effects in speaker verification,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:38.066388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fa4df2ca-69c3-4610-aaa5-0f4bfbdc36a1 · outbound

This paper cites Face recognition: A literature survey,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Face recognition: A literature survey,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:38.929128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1a200372-9553-4c78-b402-a3294ffee69e · outbound

This paper cites A survey of speaker recognition: Fundamental theories, recogni- tion methods and opportunities,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin A survey of speaker recognition: Fundamental theories, recogni- tion methods and opportunities,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:38.757482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ba9b94f6-935c-43cc-ab94-908d1209d3e3 · outbound

This paper cites Investigating long-term and short-term time-varying speaker verification,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Investigating long-term and short-term time-varying speaker verification,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:38.590873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cf744214-054f-4fe4-b22a-8ed5eaa8f213 · outbound

This paper cites Speaker verification with long-term ageing data,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Speaker verification with long-term ageing data,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:38.397086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation de5e4a97-865d-4c5f-bb1e-0b304195ae6b · outbound

This paper cites Age invariant face recognition methods: A review,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Age invariant face recognition methods: A review,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:38.226978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2bf23a17-f30e-432f-ad60-2bf33eb23d1b · outbound

This paper cites Effects of physiological aging on selected acoustic characteristics of voice,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Effects of physiological aging on selected acoustic characteristics of voice,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:37.139929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 960d122f-b4e5-476c-b409-d87f180169e2 · outbound

This paper cites Score-aging calibration for speaker verification,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Score-aging calibration for speaker verification,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:37.903529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ff3449c2-1510-4957-b3ee-9db6d1bf7b09 · outbound

This paper cites Cross-age speaker verification: Learning age-invariant speaker embeddings,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Cross-age speaker verification: Learning age-invariant speaker embeddings,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:37.724077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 219b8e7b-bc1b-4bc1-88b8-de7e08d21fb8 · outbound

This paper cites Speaker verification across ages: Investigating deep speaker embedding sensitivity to age mismatch in enrollment and test speech,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Speaker verification across ages: Investigating deep speaker embedding sensitivity to age mismatch in enrollment and test speech,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:37.571838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c9ee2c5c-a92e-4cb8-8402-d3fb9c84e4e9 · outbound

This paper cites V ocal aging effects on f0 and the first formant: A longitudinal analysis in adult speakers,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin V ocal aging effects on f0 and the first formant: A longitudinal analysis in adult speakers,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:37.452757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0e15feba-3108-4bbc-9277-71737c30fba8 · outbound

This paper cites The role of age in factor analysis for speaker identification,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin The role of age in factor analysis for speaker identification,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:37.309558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 01a884fb-79c0-483e-867d-8c639b7c9833 · outbound

This paper cites Cn-celeb- av: A multi-genre audio-visual dataset for person recognition,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Cn-celeb- av: A multi-genre audio-visual dataset for person recognition,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:35.919064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e9a94cd6-00cd-48ad-808e-2626fdfefa9e · outbound

This paper cites Speaker veri- fication using adapted gaussian mixture models,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Speaker veri- fication using adapted gaussian mixture models,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:36.959051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 90e9cf6c-3dfd-4d63-ae5e-4965835ca842 · outbound

This paper cites The intersection of visual and audio boundaries is then calculated to define each seg- ment.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin The intersection of visual and audio boundaries is then calculated to define each seg- ment

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:39.658978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e3c5e6c9-0add-49e6-ba6e-922682433429 · outbound

This paper cites Improving speaker verification performance against long-term speaker vari- ability,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Improving speaker verification performance against long-term speaker vari- ability,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:36.746668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 41c54b13-3d97-4dea-a117-24e8423488a1 · outbound

This paper cites The multi-session audio research project (marp) corpus: goals, design and initial findings,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin The multi-session audio research project (marp) corpus: goals, design and initial findings,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:36.589068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4fa41e8d-653f-4796-b9d2-f66a866a19bb · outbound

This paper cites Investigating long-term and short-term time-varying speaker verification,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Investigating long-term and short-term time-varying speaker verification,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:36.370259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d9bcfd85-2a68-4f12-8250-137d91975668 · outbound

This paper cites V oxceleb: A large- scale speaker identification dataset,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin V oxceleb: A large- scale speaker identification dataset,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:36.139684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 429b923a-32a1-424c-90eb-d0494c687346 · outbound

This paper cites Yolo- world: Real-time open-vocabulary object detection,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Yolo- world: Real-time open-vocabulary object detection,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:35.695269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 69f2cc28-3bd8-4899-93bc-f52b4e8394e7 · outbound

This paper cites Funasr: A fundamental end-to-end speech recognition toolkit,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Funasr: A fundamental end-to-end speech recognition toolkit,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:35.474101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eed86edd-d775-4ca3-a09d-154aaa6695df · outbound

This paper cites Arcface: Additive angular margin loss for deep face recognition,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Arcface: Additive angular margin loss for deep face recognition,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T13:32:32.269133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0164df48-11c1-428e-b5ca-3c9e2da65ec8 · outbound

This paper cites Ecapa-tdnn: Emphasized channel attention, propagation and aggregation in tdnn based speaker verification,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Ecapa-tdnn: Emphasized channel attention, propagation and aggregation in tdnn based speaker verification,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T13:32:32.376783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ef32ed7-c332-489a-be18-268b0892d5cb · outbound

This paper cites Robust speech recognition via large-scale weak supervision,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Robust speech recognition via large-scale weak supervision,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T13:32:32.442229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ada4760-9d9a-4cfb-8a6c-3849b4235646 · outbound

This paper cites Hyperextended lightface: A facial attribute analysis framework,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Hyperextended lightface: A facial attribute analysis framework,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:35.156508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c70c1f55-981b-434f-9a32-bcc411373af8 · outbound

This paper cites Emobox: Multilingual multi-corpus speech emotion recognition toolkit and benchmark,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Emobox: Multilingual multi-corpus speech emotion recognition toolkit and benchmark,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:34.946739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation be35bd20-bff7-4f64-a496-769d60154a69 · outbound

This paper cites Separate What You Describe: Language-Queried Audio Source Separation.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Separate What You Describe: Language-Queried Audio Source Separation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:32:32.706788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05674538-aa95-487b-adc8-d195f47d14ff · outbound

This paper cites 3D-Speaker: A Large-Scale Multi-Device, Multi-Distance, and Multi-Dialect Corpus for Speech Representation Disentanglement.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin 3D-Speaker: A Large-Scale Multi-Device, Multi-Distance, and Multi-Dialect Corpus for Speech Representation Disentanglement

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:32:32.813536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 030f84fe-bf2b-43e6-85a0-535678e6e0b2 · outbound

This paper cites Pushing the limits of self-supervised speaker verification using regular- ized distillation framework,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Pushing the limits of self-supervised speaker verification using regular- ized distillation framework,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:34.657025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ad507074-ac13-4858-9f3e-67c2699b1145 · outbound

This paper cites X-vectors: Robust dnn embeddings for speaker recognition,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin X-vectors: Robust dnn embeddings for speaker recognition,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:34.428007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b9d26070-d13f-40d7-8016-65ef03fb74a2 · outbound

This paper cites Self-Distillation Prototypes Network: Learning Robust Speaker Representations without Supervision.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Self-Distillation Prototypes Network: Learning Robust Speaker Representations without Supervision

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:32:33.694107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e320bea5-6e39-462c-a823-256f39134ddf · outbound

This paper cites CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:32:33.180493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8530901d-01a7-456b-88da-cb198997a729 · outbound

This paper cites An enhanced res2net with local and global feature fusion for speaker verification,.

VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin An enhanced res2net with local and global feature fusion for speaker verification,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:32:34.117825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation a59cbd6c-1c5b-437b-affe-cc855b45a828 · inbound