Paper Citation Record · LEDGER

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network

As of 15 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:1908.02612.

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

pith.paper-citation-record.v1
1908.02612 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T14:57:48.459487Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

36 of 36 outbound references displayed

verified exact1
verified fuzzy28
unresolved5
parse uncertain1
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8e6be3a7-258f-4740-9ab2-4c40044c0a16 · outbound

This paper cites an unresolved cited work.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:57:49.004866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b0e8001f-cfba-46e2-bdbb-7acf62c4b843 · outbound

This paper cites If the score is greater than a pre-deﬁned threshold τ, x is accepted as a reference speaker’s utterance; otherwise, it is re- jected.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network If the score is greater than a pre-deﬁned threshold τ, x is accepted as a reference speaker’s utterance; otherwise, it is re- jected

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.991659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9ad2d772-ad09-4bf6-98b9-669edbdbd585 · outbound

This paper cites an unresolved cited work.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:57:48.975977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e9f44ead-26a7-47fb-952f-c2270df8a9b7 · outbound

This paper cites an unresolved cited work.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Unresolved cited work

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T14:57:48.960309Z

Source-reported events for the cited work

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Observation ce1b3ed4-f98d-469b-b349-fbfe32cc897b · outbound

This paper cites The SE network takes the raw wave- form and outputs the embedding vector which distinguishes t he speaker characteristics of the input utterance.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network The SE network takes the raw wave- form and outputs the embedding vector which distinguishes t he speaker characteristics of the input utterance

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.941457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5a131998-36c3-4b6d-92bc-a93e97d118d7 · outbound

This paper cites Direct Acoustics-to-Word Models for English Conversational Speech Recognition.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Direct Acoustics-to-Word Models for English Conversational Speech Recognition

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T14:57:48.335012Z

Source-reported events for the cited work

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Observation 1ab30e79-c3c6-4d3d-ab81-0f6581fa1770 · outbound

This paper cites Acoustic modeling for Google home,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Acoustic modeling for Google home,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.926232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0f66e17f-5ccf-4b1f-b6e7-48ff68e19eb9 · outbound

This paper cites A comparison of sequence-to-sequence models fo r speech recognition,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network A comparison of sequence-to-sequence models fo r speech recognition,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.910077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ec45c7cb-e01c-4e22-9713-6cb6844abc54 · outbound

This paper cites Domain and speaker adaptation for cortana speech recognition,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Domain and speaker adaptation for cortana speech recognition,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.897554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b53d9a72-c901-4448-ad77-23c03cb58aff · outbound

This paper cites End-to -end text-dependent speaker veriﬁcation,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network End-to -end text-dependent speaker veriﬁcation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.885270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0dfece06-6a73-4f03-b64b-36d2619fab82 · outbound

This paper cites Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-14T14:57:48.530640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b269e8c1-93ee-4aac-bf36-51e1c4ff0de3 · outbound

This paper cites Deep neural network embeddings for text-independent spea ker veriﬁcation,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Deep neural network embeddings for text-independent spea ker veriﬁcation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.871119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4b87da94-0655-4b5a-a2be-f80f04226f65 · outbound

This paper cites Generalized e nd- to-end loss for speaker veriﬁcation,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Generalized e nd- to-end loss for speaker veriﬁcation,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.857449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2bd26f85-9be9-4926-adb5-4987a8fc3216 · outbound

This paper cites End-to-end text-independent speaker veriﬁcation with ﬂexibility in utterance duration,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network End-to-end text-independent speaker veriﬁcation with ﬂexibility in utterance duration,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.843876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f37cb5ee-47cf-442f-b8c7-1f693ea6e3e5 · outbound

This paper cites DNN i-vector spea ker veriﬁcation with short, text-constrained test utterances ,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network DNN i-vector spea ker veriﬁcation with short, text-constrained test utterances ,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.829919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7a4ce516-8d28-4421-8626-3b1faa77f3e4 · outbound

This paper cites Iterative policy learning in end-to -end trainable task-oriented neural dialog models,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Iterative policy learning in end-to -end trainable task-oriented neural dialog models,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.816455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation df71919e-eb4d-4248-aff7-cc0291d7bb26 · outbound

This paper cites Inte- gration of a Kaldi speech recognizer into a speech dialog sys tem for automotive infotainment applications,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Inte- gration of a Kaldi speech recognizer into a speech dialog sys tem for automotive infotainment applications,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.803507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ea5bd2f2-ae05-40fe-bd19-06fdc04f45ff · outbound

This paper cites Alexa vs. Sir i vs. Cortana vs. Google assistant: a comparison of speech-based nat- ural user interfaces,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Alexa vs. Sir i vs. Cortana vs. Google assistant: a comparison of speech-based nat- ural user interfaces,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.789091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 08d764d7-eabc-41af-998c-644d4bc6cd7c · outbound

This paper cites Alexa is my new BFF: social roles, user satisfactio n, and personiﬁcation of the amazon echo,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Alexa is my new BFF: social roles, user satisfactio n, and personiﬁcation of the amazon echo,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.773986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c81149f1-380d-47be-bb57-25b884ca95ae · outbound

This paper cites X-vectors: Robust DNN embeddings for speaker recogni - tion,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network X-vectors: Robust DNN embeddings for speaker recogni - tion,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.758504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 58f7043d-fd61-4249-80d1-05af10c22ac2 · outbound

This paper cites Deep speaker embeddings with c on- volutional neural network on supervector for text-indepen dent speaker recognition,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Deep speaker embeddings with c on- volutional neural network on supervector for text-indepen dent speaker recognition,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.744922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation be41b7c4-335f-4bf1-9a35-c146779e9ce1 · outbound

This paper cites Deep residual learni ng for image recognition,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Deep residual learni ng for image recognition,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.729807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4b275cf1-cd82-47dc-91e9-8f4c84dbe5bb · outbound

This paper cites Identity mappings in deep residual networks,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Identity mappings in deep residual networks,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.714338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 06b52ee6-f682-4411-a44b-db4fc8424eb2 · outbound

This paper cites Domain- adversarial training of neural networks,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Domain- adversarial training of neural networks,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.698752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 178d0be7-b770-4c4e-8cdc-518948e4d1b0 · outbound

This paper cites Generative a dver- sarial nets,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Generative a dver- sarial nets,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.683945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4762d864-1b8c-4807-bbcc-245590388acb · outbound

This paper cites SEGAN: Speech Enhancement Generative Adversarial Network.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network SEGAN: Speech Enhancement Generative Adversarial Network

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T14:57:48.417797Z

Source-reported events for the cited work

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Observation 55ec7eb9-6985-4d7e-a72c-9075ebb1ecd6 · outbound

This paper cites Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T14:57:48.421764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b687a356-fcf5-409c-9cc4-e18ccfa4209c · outbound

This paper cites Lib- rispeech: an ASR corpus based on public domain audio books,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Lib- rispeech: an ASR corpus based on public domain audio books,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.668898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bcecc125-9d83-45ed-a50d-1a6913186061 · outbound

This paper cites The second CHiME speech separation and recog - nition challenge: Datasets, tasks and baselines,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network The second CHiME speech separation and recog - nition challenge: Datasets, tasks and baselines,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.655238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1a17c42e-e401-444c-9721-f688d1c08c4d · outbound

This paper cites Speaker diarization: A review of rece nt research,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Speaker diarization: A review of rece nt research,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.641075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5d9fbe71-0d3a-4642-a59f-a8b86d93861f · outbound

This paper cites Unsuperv ised methods for speaker diarization: An integrated and iterati ve ap- proach,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Unsuperv ised methods for speaker diarization: An integrated and iterati ve ap- proach,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.626557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0b7382b7-7e0c-4768-9cd8-7dd788b8c042 · outbound

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

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Front-end factor analysis for speaker veriﬁcation,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.613348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3cbf31f5-a937-45f1-a0eb-8c2be1b38026 · outbound

This paper cites Speaker diarization wit h PLDA i-vector scoring and unsupervised calibration,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Speaker diarization wit h PLDA i-vector scoring and unsupervised calibration,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.600044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e9a26f38-f554-4b1a-aab3-140ce36001bb · outbound

This paper cites Improving i-vect or and PLDA based speaker clustering with long-term features,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Improving i-vect or and PLDA based speaker clustering with long-term features,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.586112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ac076e13-8eef-49e5-9116-dc3b31c4448b · outbound

This paper cites Batch normalization: Acceler ating deep network training by reducing internal covariate shift,.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Batch normalization: Acceler ating deep network training by reducing internal covariate shift,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:57:48.571248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6c0370af-c684-469a-a9ab-a8b4a2bd42cc · outbound

This paper cites an unresolved cited work.

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network Unresolved cited work

Reference 36

Resolution: parse uncertain; no resolver link, observed 2026-08-14T14:57:48.459487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.