Paper Citation Record · LEDGER

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification

As of 9 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2607.16532.

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

pith.paper-citation-record.v1
2607.16532 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T20:47:02.923820Z

measured 41 of 41 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 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

41 of 41 outbound references displayed

verified exact0
verified fuzzy0
unresolved41
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ea60aa42-d757-4cf0-b868-9b5f1b9fcd45 · outbound

This paper cites X-Vectors: Robust DNN embeddings for speaker recognition,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification X-Vectors: Robust DNN embeddings for speaker recognition,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T20:46:58.482666Z

Source-reported events for the cited work

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Observation 9e5bc648-c3ba-4132-87f9-acf80addbdb5 · outbound

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

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification ECAPA-TDNN: Emphasized channel attention, propagation and aggregation in TDNN based speaker verification,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T20:46:58.632018Z

Source-reported events for the cited work

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Observation e8445037-cc92-4250-acf2-cc27bdd46f74 · outbound

This paper cites Wespeaker: A research and production oriented speaker embedding learning toolkit,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Wespeaker: A research and production oriented speaker embedding learning toolkit,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T20:46:58.741943Z

Source-reported events for the cited work

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Observation 87ba9570-58bb-4f1d-ab3b-c8ed57620859 · outbound

This paper cites CAM++: A fast and efficient network for speaker verification using context-aware masking,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification CAM++: A fast and efficient network for speaker verification using context-aware masking,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T20:46:58.912281Z

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Observation b664d2e7-1878-429a-a96d-e70c07eac231 · outbound

This paper cites ERes2NetV2: Boosting short-duration speaker verification performance with computational efficiency,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification ERes2NetV2: Boosting short-duration speaker verification performance with computational efficiency,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T20:46:58.989129Z

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Observation 0985706b-5065-4f99-9131-63925fe9b3cb · outbound

This paper cites WavLM: Large-scale self-supervised pre- training for full stack speech processing,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification WavLM: Large-scale self-supervised pre- training for full stack speech processing,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T20:46:59.124531Z

Source-reported events for the cited work

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Observation 14041845-443c-41e8-ade2-d79bdcbac401 · outbound

This paper cites Tackling the score shift in cross-lingual speaker verification by exploiting language infor- mation,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Tackling the score shift in cross-lingual speaker verification by exploiting language infor- mation,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T20:46:59.208735Z

Source-reported events for the cited work

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Observation 11fbd600-5ab0-4375-bd8a-59a368b11c4e · outbound

This paper cites Qual- ity measure functions for calibration of speaker recognition systems in various duration conditions,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Qual- ity measure functions for calibration of speaker recognition systems in various duration conditions,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T20:46:59.320888Z

Source-reported events for the cited work

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Observation 3ddec76f-6c4f-492a-a537-82f57098be21 · outbound

This paper cites Quality measures based calibration with duration and noise dependency for speaker recognition,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Quality measures based calibration with duration and noise dependency for speaker recognition,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T20:46:59.443819Z

Source-reported events for the cited work

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Observation 6e3b1cc8-aee2-4281-8d90-d0ac604306d2 · outbound

This paper cites TidyV oice: A curated multilingual dataset for speaker verification derived from common voice,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification TidyV oice: A curated multilingual dataset for speaker verification derived from common voice,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T20:46:59.568049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dabbbd6-90cb-4c7a-bc81-76891828c08b · outbound

This paper cites TidyV oice 2026 challenge evaluation plan,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification TidyV oice 2026 challenge evaluation plan,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T20:46:59.651939Z

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Observation 6a18204f-cb7f-42a8-ad58-5212a6c2e0a9 · outbound

This paper cites The DET curve in assessment of detection task performance,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification The DET curve in assessment of detection task performance,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T20:46:59.726636Z

Source-reported events for the cited work

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Observation fb7ad8c5-da7a-4d00-bd0d-ada93fefa513 · outbound

This paper cites Application-independent evaluation of speaker detection,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Application-independent evaluation of speaker detection,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T20:46:59.848356Z

Source-reported events for the cited work

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Observation 79ec9760-f5af-40e8-8d0f-a2c3238ef419 · outbound

This paper cites The BOSARIS Toolkit: Theory, Algorithms and Code for Surviving the New DCF.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification The BOSARIS Toolkit: Theory, Algorithms and Code for Surviving the New DCF

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:00.006321Z

Source-reported events for the cited work

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Observation 41c96935-be1b-420a-b82d-b159a6b71d07 · outbound

This paper cites The PAV algorithm optimizes binary proper scoring rules.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification The PAV algorithm optimizes binary proper scoring rules

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:00.176227Z

Source-reported events for the cited work

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Observation feec5e7e-8467-49c9-82d4-acc8fa77ecf6 · outbound

This paper cites A comparison of linear and non-linear calibrations for speaker recognition,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification A comparison of linear and non-linear calibrations for speaker recognition,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:00.364578Z

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Observation cb4eae53-928c-48b1-abe8-fe37821c1852 · outbound

This paper cites Robustness of quality-based score calibration of speaker recognition systems with respect to low-SNR and short-duration conditions,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Robustness of quality-based score calibration of speaker recognition systems with respect to low-SNR and short-duration conditions,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:00.539412Z

Source-reported events for the cited work

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Observation 72bc8ec9-b0ce-4b93-a32b-1d2753eb19ad · outbound

This paper cites Trial- based calibration for speaker recognition in unseen conditions,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Trial- based calibration for speaker recognition in unseen conditions,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:00.682587Z

Source-reported events for the cited work

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Observation 5a7d6ed6-26f0-43f0-8f62-8a3331826db1 · outbound

This paper cites A speaker verification backend with robust performance across conditions,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification A speaker verification backend with robust performance across conditions,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:00.814106Z

Source-reported events for the cited work

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Observation 7d9cb453-fc5a-46f3-abd5-768820fc5a87 · outbound

This paper cites A generative approach to condition-aware score calibration for speaker verification,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification A generative approach to condition-aware score calibration for speaker verification,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:00.921461Z

Source-reported events for the cited work

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Observation b7ecb2f3-e5ec-4e6d-8cf8-82fd611353de · outbound

This paper cites The IDLAB V oxSRC-20 submission: Large margin fine-tuning and quality-aware score calibration in DNN based speaker verification,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification The IDLAB V oxSRC-20 submission: Large margin fine-tuning and quality-aware score calibration in DNN based speaker verification,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:01.038798Z

Source-reported events for the cited work

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Observation aa9c374f-279e-4f55-a069-13a95f685f31 · outbound

This paper cites Selective classification for deep neural networks,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Selective classification for deep neural networks,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:01.143000Z

Source-reported events for the cited work

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Observation da395f09-07f5-40a9-ad63-f226b023434c · outbound

This paper cites Toward fail-safe speaker recognition: Trial-based calibration with a reject option,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Toward fail-safe speaker recognition: Trial-based calibration with a reject option,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:01.261565Z

Source-reported events for the cited work

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Observation 6d05b740-8d8a-4958-84ee-380eafc08f5e · outbound

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

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification V oxceleb: A large-scale speaker identification dataset,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:01.379430Z

Source-reported events for the cited work

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Observation 3d54e41a-dc19-4ccf-bce1-5b32af62dead · outbound

This paper cites Dis- entangled representation learning for multilingual speaker recognition,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Dis- entangled representation learning for multilingual speaker recognition,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:01.498908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f5a10d9-aaf8-411a-b41b-946539269c9f · outbound

This paper cites 3D-Speaker-Toolkit: An open- source toolkit for multimodal speaker verification and diarization,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification 3D-Speaker-Toolkit: An open- source toolkit for multimodal speaker verification and diarization,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:01.850586Z

Source-reported events for the cited work

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Observation c8fb1b8b-eb95-450e-94d0-e43b9f32b617 · outbound

This paper cites Layer Normalization.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Layer Normalization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:01.949077Z

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Observation 9f28ff09-fd04-4347-98ad-091ab87e05e0 · outbound

This paper cites Dropout: A simple way to prevent neural networks from over- fitting,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Dropout: A simple way to prevent neural networks from over- fitting,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:02.020089Z

Source-reported events for the cited work

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Observation 15263530-922f-4eed-92ff-6ea328ae8dec · outbound

This paper cites Searching for Activation Functions.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Searching for Activation Functions

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:02.106077Z

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Observation 9f8d87ef-3b95-4c9d-904c-2929407573f0 · outbound

This paper cites Decoupled weight decay regularization,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Decoupled weight decay regularization,

Reference 31

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Source-reported events for the cited work

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Observation 07e420a1-dc0f-4b27-a635-27247d4f700e · outbound

This paper cites Simple attention mod- ule based speaker verification with iterative noisy label detection,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Simple attention mod- ule based speaker verification with iterative noisy label detection,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:02.253160Z

Source-reported events for the cited work

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Observation ea1c0e2b-f351-40c9-b668-411fc9eca43a · outbound

This paper cites Language-invariant multilingual speaker verification for the TidyV oice 2026 challenge,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Language-invariant multilingual speaker verification for the TidyV oice 2026 challenge,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:02.326793Z

Source-reported events for the cited work

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Observation 8c533b46-5142-4199-a6da-7df8b69f18f0 · outbound

This paper cites Seamless: Multilingual Expressive and Streaming Speech Translation.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Seamless: Multilingual Expressive and Streaming Speech Translation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:02.397442Z

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Observation d7c90069-0202-4df7-a01a-b15ba20ccc20 · outbound

This paper cites w2v-BERT: Combining contrastive learning and masked lan- guage modeling for self-supervised speech pre-training,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification w2v-BERT: Combining contrastive learning and masked lan- guage modeling for self-supervised speech pre-training,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:02.484694Z

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Observation a9b88606-b24a-4d80-a909-d0947ac7b125 · outbound

This paper cites Efron and R.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Efron and R

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:02.561869Z

Source-reported events for the cited work

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Observation 803c5229-c47c-4772-98f4-62863aba91b6 · outbound

This paper cites Confidence intervals for evaluation in machine learning,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Confidence intervals for evaluation in machine learning,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:02.600165Z

Source-reported events for the cited work

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Observation 9b4f55dd-85a9-47e9-b430-e35d18e12e30 · outbound

This paper cites Analysis of score normalization in multilingual speaker recognition,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Analysis of score normalization in multilingual speaker recognition,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:02.660075Z

Source-reported events for the cited work

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Observation ab440bbc-e1be-419a-8748-b1cccb423c2e · outbound

This paper cites Within-class covariance normalization for SVM-based speaker recognition,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Within-class covariance normalization for SVM-based speaker recognition,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:02.737450Z

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Observation c7832bbd-ff68-4d78-a009-572b1fbc03b9 · outbound

This paper cites Front- end factor analysis for speaker verification,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification Front- end factor analysis for speaker verification,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:02.825785Z

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Observation f02075df-9714-4d62-ac4a-415f594bf058 · outbound

This paper cites On the generalized distance in statistics,.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification On the generalized distance in statistics,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:02.923820Z

Source-reported events for the cited work

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Observation 24215b28-f5b4-4b50-b952-df5106a09a86 · outbound

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

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification SpeechBrain: A General-Purpose Speech Toolkit

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-01T20:47:01.794889Z

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Pith citing papers

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