Paper Citation Record · LEDGER

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification

As of 8 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2509.09932.

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

pith.paper-citation-record.v1
2509.09932 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T18:29:41.653077Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

30 of 30 outbound references displayed

verified exact0
verified fuzzy0
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d6d3d452-9bbe-4763-9754-dd92033584b0 · outbound

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

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification Front- end factor analysis for speaker verification,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:39.492161Z

Source-reported events for the cited work

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Observation 63ba7234-cfeb-47f8-b922-37007cd4b268 · outbound

This paper cites Unsupervised speaker adaptation based on the cosine similarity for text-independent speaker verification.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification Unsupervised speaker adaptation based on the cosine similarity for text-independent speaker verification

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:39.544721Z

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Observation 6a6e3dea-1dc9-48d5-b307-44cfaa38912d · outbound

This paper cites Probabilistic linear discriminant analysis,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification Probabilistic linear discriminant analysis,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:39.589579Z

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Observation 8665c159-c6a6-443b-a2fc-46b411f155b5 · outbound

This paper cites X- vectors: robust DNN embeddings for speaker recognition,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification X- vectors: robust DNN embeddings for speaker recognition,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:39.669890Z

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Observation 4b53a3e3-13ec-45c7-8cfa-a8ed9a372233 · outbound

This paper cites Speaker recognition for multi-speaker conversations using x-vectors,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification Speaker recognition for multi-speaker conversations using x-vectors,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:39.771133Z

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Unavailable: canonical work link unavailable.

Observation 3a77ee79-50cc-4ef3-b5ee-2f33f51f5ef6 · outbound

This paper cites A time delay neural net- work architecture for efficient modeling of long temporal contexts,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification A time delay neural net- work architecture for efficient modeling of long temporal contexts,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:39.863814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8901f83c-d7b4-4998-9b71-af33e5dd3dc8 · outbound

This paper cites Deep residual learning for image recognition,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification Deep residual learning for image recognition,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:39.944319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f7b6053-79e0-416b-af8e-804604c26770 · outbound

This paper cites Deep speaker embedding extraction with channel-wise feature responses and additive supervision softmax loss function,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification Deep speaker embedding extraction with channel-wise feature responses and additive supervision softmax loss function,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:40.026239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5dcc0e0-506b-4610-aa71-3bfedce6a715 · outbound

This paper cites Squeeze-and-excitation networks,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification Squeeze-and-excitation networks,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:40.082299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9703e86-4a2e-4861-bae4-470deb5b6057 · outbound

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

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification ECAPA-TDNN: emphasized channel attention, propagation and aggregation in TDNN based speaker verification,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:40.138295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f1d29ef-ae3c-462c-895c-f1ee65bb0be2 · outbound

This paper cites Res2net: a new multi-scale backbone architecture,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification Res2net: a new multi-scale backbone architecture,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:40.214762Z

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Observation a89059b5-12f0-4e45-8565-9789ca8ab6ea · outbound

This paper cites Branch-ECAPA- TDNN: a parallel branch architecture to capture local and global features for speaker verification,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification Branch-ECAPA- TDNN: a parallel branch architecture to capture local and global features for speaker verification,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:40.272617Z

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Observation fde410a4-ff5c-4b4a-bb64-defc324417cb · outbound

This paper cites DS-TDNN: Dual-stream Time-delay Neural Network with Global-aware Filter for Speaker Verification.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification DS-TDNN: Dual-stream Time-delay Neural Network with Global-aware Filter for Speaker Verification

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:40.350753Z

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Observation 4e8a0e25-5511-49a2-94a4-9e60853a4b1a · outbound

This paper cites PCF: ECAPA-TDNN with progressive channel fusion for speaker verification,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification PCF: ECAPA-TDNN with progressive channel fusion for speaker verification,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:40.433029Z

Source-reported events for the cited work

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Observation 7c1a1037-9d1d-45d5-9507-d69975399b0c · outbound

This paper cites ECAPA++: fine-grained deep embedding learning for TDNN based speaker verification,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification ECAPA++: fine-grained deep embedding learning for TDNN based speaker verification,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:40.517504Z

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Observation f7a29ffb-79c3-46d4-a6d3-0e9e3c1cb8c5 · outbound

This paper cites PhaseDCN: a phase-enhanced dual-path dilated convolutional network for single- channel speech enhancement,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification PhaseDCN: a phase-enhanced dual-path dilated convolutional network for single- channel speech enhancement,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:40.602482Z

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Observation db91d461-3330-439a-95ae-ed0c97b9d61b · outbound

This paper cites V oxCeleb: a large-scale speaker identification dataset,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification V oxCeleb: a large-scale speaker identification dataset,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:40.653948Z

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Observation d36ef299-7540-4d61-899a-c59792f4a884 · outbound

This paper cites V oxCeleb: large- scale speaker verification in the wild,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification V oxCeleb: large- scale speaker verification in the wild,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:40.714959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd0ee946-5adc-43d4-ba5b-648309e83642 · outbound

This paper cites VoxCeleb2: Deep Speaker Recognition.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification VoxCeleb2: Deep Speaker Recognition

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:40.790511Z

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Unavailable: canonical work link unavailable.

Observation ad15ad06-6042-4b90-ba77-417988e0dbb7 · outbound

This paper cites CN-Celeb: a challenging chinese speaker recog- nition dataset,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification CN-Celeb: a challenging chinese speaker recog- nition dataset,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:40.895476Z

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Unavailable: canonical work link unavailable.

Observation 30f44b7e-eabe-4992-b50c-37da4d4c1a2c · outbound

This paper cites CN-Celeb: multi-genre speaker recognition,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification CN-Celeb: multi-genre speaker recognition,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:40.948461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 021b3e74-e6de-4648-8514-55c41cb83777 · outbound

This paper cites MUSAN: A Music, Speech, and Noise Corpus.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification MUSAN: A Music, Speech, and Noise Corpus

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:41.001035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c3623f2-7185-4714-80a3-83800aaeb397 · outbound

This paper cites A study on data augmentation of reverberant speech for robust speech recognition,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification A study on data augmentation of reverberant speech for robust speech recognition,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:41.083220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50e7e4b4-82cd-4515-bdde-58683159c110 · outbound

This paper cites SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:41.136871Z

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Observation e9f94205-1f78-4997-9cd2-1700ae3c4922 · outbound

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

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification Arcface: additive angular margin loss for deep face recognition,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:41.248655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 815fab33-ae83-42f1-9158-f1671ee133be · outbound

This paper cites Margin matters: to- wards more discriminative deep neural network embeddings for speaker recognition,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification Margin matters: to- wards more discriminative deep neural network embeddings for speaker recognition,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:41.333015Z

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Observation 2a7f8947-b81e-4007-8ac4-a6350212779d · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification Adam: A Method for Stochastic Optimization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:41.404254Z

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Observation d879a90a-5f53-43a5-b4fa-0aed6bbe05fe · outbound

This paper cites Cyclical learning rates for training neural networks,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification Cyclical learning rates for training neural networks,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:41.489308Z

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Observation f24ddda2-fe02-4540-8d53-bcb704aa0e5b · outbound

This paper cites Duality temporal-channel-frequency attention enhanced speaker representation learning,.

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification Duality temporal-channel-frequency attention enhanced speaker representation learning,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:41.574801Z

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Observation 81c03d8f-5cba-4908-9af8-282172876454 · outbound

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

Effective Modeling of Critical Contextual Information for TDNN-based Speaker Verification CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T18:29:41.653077Z

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Pith citing papers

No inbound Pith citation observations are available.