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Paper Citation Record · LEDGER

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors

As of 15 July 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:1907.06111.

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

pith.paper-citation-record.v1
1907.06111 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-24T21:51:21.835823Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-14T06:31:01.685423+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

51 of 51 outbound references displayed

  • verified exact5
  • verified fuzzy46
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f4db089e-5d08-4f0e-a6b3-983e85c9d887 · outbound

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

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Front-end factor analysis for speaker verification

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.012648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:4cf50a37db87408b87e6fe01557860a6636b6c641db1426fec8dfd12493533fa

Observation cf00f2c3-8bb1-43a8-8625-47c26a6f3fc4 · outbound

This paper cites Probabilistic linear discriminant analysis.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Probabilistic linear discriminant analysis

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.988636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:c1c40b948eb7683ebeb1cfc875785fc1bebec6171f8d9669bd2ee0c56b1e7d10

Observation fc488144-90b5-47f0-ade1-724ca970f10d · outbound

This paper cites Well- calibrated heavy tailed Bayesian speaker verification for microphone speech.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Well- calibrated heavy tailed Bayesian speaker verification for microphone speech

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.070454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:be93b357b547433994c4f924bd42ed3d03c8d08fde8d581ab2c1fdffd4885aef

Observation 7940162a-f6bd-47f2-adb2-0ea2caf03b92 · outbound

This paper cites The NIST speaker recognition evaluation–overview, methodology, sys- tems, results, perspective.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors The NIST speaker recognition evaluation–overview, methodology, sys- tems, results, perspective

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.972775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:19e2531df0c0dbd6a9956404e7046dc2d2250cb416b5a2201a203e52fc149c8b

Observation cfc0edbc-e280-48eb-8c4d-53bfa21c0804 · outbound

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

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors X- vectors: Robust dnn embeddings for speaker recognition

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.969424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:200e4290a0c93f648bf39aa65e3c004c5c0581493e067e829558e2326f0bf725

Observation cc776145-030b-478a-8683-d2d81c46da69 · outbound

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

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Speaker recognition for multi-speaker conversations using x-vectors

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.982588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:e06c5a3f78416d5d93b8971c5f4e8d44aea9162c3ecd2ec9c0d6a9cbecf5cb36

Observation 30e56f44-1ff5-4944-af2d-32efe60372e8 · outbound

This paper cites Text-dependent speaker recognition using PLDA with uncertainty propagation.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Text-dependent speaker recognition using PLDA with uncertainty propagation

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.025500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:6a8994d129ae7a8c46ec00b00e9ab39ba4b168e67b645667af3a0acde766faa8

Observation 7fe64759-0519-4389-a515-b69c46b0d9d0 · outbound

This paper cites PLDA for speaker verification with utterances of arbitrary duration.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors PLDA for speaker verification with utterances of arbitrary duration

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.000498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:52b14541afa790c0cee80bbe79db67bc5e32e98e06a162c3400976a7918343d9

Observation e44309f5-8b21-4b98-96e5-bcb111a9f877 · outbound

This paper cites On the use of i-vector posterior distributions in probabilistic linear discriminant analysis.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors On the use of i-vector posterior distributions in probabilistic linear discriminant analysis

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.994604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:9c7d6940e4bc82dbf401f3fdbcf59ec6b49207c65e22a7ca572e1ad9fca30eb6

Observation 350a27eb-a891-4489-8876-3084455d1b00 · outbound

This paper cites The 2nd automatic speaker verification spoofing and countermeasures challenge (asvspoof 2017) database.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors The 2nd automatic speaker verification spoofing and countermeasures challenge (asvspoof 2017) database

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.979580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:d14de5998ebedf81abeda65adc0d7d9511177e40df78bb8c9296f7636c41c490

Observation 28a52caa-1d08-4fd7-9f18-23558811c746 · outbound

This paper cites ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-05-24T21:54:59.308281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:7c0a4eef7774743d692f538615ee59ce1512bd7582c1bb56e66e6a4fa6901e04

Observation 6c6237c2-f242-4fb6-b679-98d3eae08559 · outbound

This paper cites Text-dependent speaker ver- ification: Classifiers, databases and RSR2015.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Text-dependent speaker ver- ification: Classifiers, databases and RSR2015

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.050952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:65dde91faddf955e3f5eee82ee3d0afcdd4e9bb0b7396ef793bc5fd045673c4b

Observation ccc265ac-6c8b-4383-afe5-06bff8ff6beb · outbound

This paper cites The RSR2015: Database for text- dependent speaker verification using multiple pass-phrases.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors The RSR2015: Database for text- dependent speaker verification using multiple pass-phrases

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.054232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:50ff34c99ccb7b1eb828e30c5a48ac954b0d245caf4540b773bdc883a532cbe0

Observation 926165ab-59da-430f-8987-de834812fa43 · outbound

This paper cites Uncer- tainty modeling without subspace methods for text-dependent speaker recognition.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Uncer- tainty modeling without subspace methods for text-dependent speaker recognition

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.009632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:5b2c1eea487bd9ce4afa9884cd273c115e00964ff152fcb6b286f53ff2981ece

Observation c8a2458e-26a7-4f4b-8fa5-b66de05cfb47 · outbound

This paper cites Deep neural networks and hidden Markov models in i-vector-based text- dependent speaker verification.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Deep neural networks and hidden Markov models in i-vector-based text- dependent speaker verification

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.076941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:698e84c496f5187d266216b3dfb05d55bf6e70a15a0846d07f37ffd72104b1ac

Observation c211f5f1-300e-4faa-8a7c-885067451226 · outbound

This paper cites HMM-based phrase-independent i-vector extractor for text-dependent speaker verification.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors HMM-based phrase-independent i-vector extractor for text-dependent speaker verification

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.976411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:254db7aabb686cb38e48046776140ae4d6591d9094f79d66284a0ff14cbee848

Observation 0accd1bc-1cf7-4493-a197-44ba1f961a8c · outbound

This paper cites Telephony text- prompted speaker verification using i-vector representation.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Telephony text- prompted speaker verification using i-vector representation

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.006858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:ce802726bd067357d860660bf2590bef0eac22151579143863e8d30cea60b7aa

Observation 834dddc2-f5fd-4a34-9e52-d3beaa1464d4 · outbound

This paper cites Self-attentive speaker embeddings for text-independent speaker verification.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Self-attentive speaker embeddings for text-independent speaker verification

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.047637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:4028aedfbb6af11a8b377e9516ddcb00a852d50e90e785a7b6b6133c32977cd7

Observation aca61242-5b65-4382-a0ed-1c1fd29ed5b5 · outbound

This paper cites Angular softmax for short-duration text- independent speaker verification.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Angular softmax for short-duration text- independent speaker verification

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.061005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:36b4ef20c9c76eb3d899bf7a700dcb3870e290aba0bfb7ee59d577395fea8a6b

Observation 1356320d-2a35-40b4-b7f0-e2b4eb585210 · outbound

This paper cites Text dependent speaker verification using a small devel- opment set.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Text dependent speaker verification using a small devel- opment set

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.057517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:75282e0727346b8cc54ec39b8c2de76ab00cdeba4a1d6b2546fb54836199132e

Observation ab49beee-3f37-44ac-a4fe-c853fbe46a6c · outbound

This paper cites Text- dependent GMM-JFA system for password based speaker verification.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Text- dependent GMM-JFA system for password based speaker verification

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.044373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:1428326125b63bcb7dbf32d22ebc3f27bf31162f6e49fce1928d59e8fc301ad1

Observation bd724173-510e-4bf2-8702-7bbc6a4df6ae · outbound

This paper cites An i-vector backend for speaker verification.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors An i-vector backend for speaker verification

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.041200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:a26a988cb6703b0d608caee01882381e7cea64a6f098383e1b8b7fd5bc42260a

Observation 2bd61801-46ff-456f-87e1-fb47c2531cda · outbound

This paper cites JFA for Speaker Recognition with Random Digit Strings.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors JFA for Speaker Recognition with Random Digit Strings

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.940522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:4d7a99eb9dfadef3d409cb565e4f0b3acff854956513adc405684cff2f992cda

Observation 9730ec03-fd6d-4419-a9d6-e23559ba9aa1 · outbound

This paper cites Text dependent speaker recog- nition with random digit strings.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Text dependent speaker recog- nition with random digit strings

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.064049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:f14e07e0d984f5b57edd517a1772a73aa88c49762fd600a931e6b68f38dee8c5

Observation 0d251b56-e903-467b-884c-8910df37aab3 · outbound

This paper cites Fast scoring for plda with uncertainty propagation via i-vector grouping.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Fast scoring for plda with uncertainty propagation via i-vector grouping

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.997684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:1004b2f8596cafe232123110dc81715cd1c614a12cab37687ba3047073b1032f

Observation a5f23adc-8c99-43f3-9c3b-91fda999e511 · outbound

This paper cites Fast scoring for plda with uncertainty propagation.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Fast scoring for plda with uncertainty propagation

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.031482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:336a1229c03a328af7f45583d32125fa446dcaab3bf0046fa5b3a47b83077dcc

Observation 3d68a90a-d12d-4315-bc12-35084a53525b · outbound

This paper cites Uncertainty propagation for noise robust speaker recognition: the case of NIST-SRE.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Uncertainty propagation for noise robust speaker recognition: the case of NIST-SRE

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.991589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:33f2f57c12c118a84f9d1e653f10fb916fbf18a866c570a7c18dbe803a1dc117

Observation e70977fc-6d35-4cd7-940f-d192daaffaa2 · outbound

This paper cites Accounting for uncertainty of i-vectors in speaker recognition using uncertainty propagation and modified imputation.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Accounting for uncertainty of i-vectors in speaker recognition using uncertainty propagation and modified imputation

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.067198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:bedecc9643385352520c7bc2ec86f32ffd3705451edb5603ee4c7769100793eb

Observation 52cf21a3-0c75-4fa4-9c1d-b84d0aaea6a1 · outbound

This paper cites Uncertain LDA: Including observation uncertainties in discriminative transforms.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Uncertain LDA: Including observation uncertainties in discriminative transforms

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.080147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:c74d0b32d95e9aa677a79d952ce9f4a2597e4b890d3380ca996b4c6c44614d3d

Observation 71101457-0344-4357-bc40-6e24685dea56 · outbound

This paper cites Speaker and channel factors in text-dependent speaker recognition.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Speaker and channel factors in text-dependent speaker recognition

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.950374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:60a5040e52efa811dd5ee75d32111de69d8d58ad47fed74e6a385aa69d015bb6

Observation 1056d454-b51b-48b0-aab3-9a707c7e7a09 · outbound

This paper cites SUT Submission for NIST 2016 Speaker Recognition Evaluation: Description and Analysis.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors SUT Submission for NIST 2016 Speaker Recognition Evaluation: Description and Analysis

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.073862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:59eb793e59a5275f7b9c0092e07ac9ed4b3ccdaa7ad1e125e1bd8a05861b6b1a

Observation 79e240bc-9b75-4fde-a7d5-1fe5647c58c6 · outbound

This paper cites Librispeech: an asr corpus based on public domain audio books.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Librispeech: an asr corpus based on public domain audio books

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.956059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:e390ec1bd81184df1e13a444904a1d5a1a626e125bb0078e379281dc4f67a460

Observation 96d5ec99-d78f-4717-a3b8-40fd70482835 · outbound

This paper cites Dnn i-vector speaker verifi- cation with short, text-constrained test utterances.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Dnn i-vector speaker verifi- cation with short, text-constrained test utterances

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.963005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:4f06a8df8537c0da51a0f2927e4a9e614b1ceadb503581bd18c8f72c5b3f71ab

Observation 6027b09c-fd51-4782-92c9-064f5ab77e3a · outbound

This paper cites But 2014 babel system: Analysis of adaptation in nn based systems.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors But 2014 babel system: Analysis of adaptation in nn based systems

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.034698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:18bee8b926c5a56a2e18de928452a16ab8eced3cd91f51c3e20a263b68f4ccd9

Observation f1c9d593-cca6-499b-ad6d-6c06f82f2b98 · outbound

This paper cites Text-dependent speaker verifi- cation based on i-vectors, neural networks and hidden markov models.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Text-dependent speaker verifi- cation based on i-vectors, neural networks and hidden markov models

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.038108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:0e4f308c002bbbeb2edba047d02e2ff2987928bdeb0c621d57958ce473277afe

Observation a2be70e7-c618-4a0b-a924-17e721e86cc1 · outbound

This paper cites MSR identity toolbox v1. 0: A MATLAB toolbox for speaker-recognition research.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors MSR identity toolbox v1. 0: A MATLAB toolbox for speaker-recognition research

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.985449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:9fce3ac0dd39b0d6b93ee6ce9fd894d12b35736c284469c75c6e1af2df5d7ebd

Observation 8e492ed4-174e-4785-97b2-d01839e224d7 · outbound

This paper cites Analysis of i-vector length normalization in speaker recognition systems.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Analysis of i-vector length normalization in speaker recognition systems

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.947262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:9707220e45d991008bf9187a43cfe5c5371f9ccd57b8801725345e9c1f6da9f3

Observation 6a61fa2a-c608-466a-9c80-86977607dec0 · outbound

This paper cites The speakers in the wild (sitw) speaker recognition database.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors The speakers in the wild (sitw) speaker recognition database

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.018554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:99a3585d44585563092b9210b6b655421bf0f9d97bed22837891de196901e2cc

Observation 5447cb2f-e9a0-44f9-8e96-4b17aa39309a · outbound

This paper cites VoxCeleb: a large-scale speaker identification dataset.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors VoxCeleb: a large-scale speaker identification dataset

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-24T21:54:59.291959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:b5a3b6a3aa37ccb493622532df19b95311e8ac391594c41f9183068d7667c72b

Observation 77e885ad-176c-4370-8df6-385b27ae1cba · outbound

This paper cites VoxCeleb2: Deep Speaker Recognition.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors VoxCeleb2: Deep Speaker Recognition

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-24T21:54:59.315585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:57fea2ec4e3295332d5f0e467adb42f1002bcb8defb5e7f4f0596c19d21ee8c0

Observation f91951a5-cbfe-468e-8f22-f58380656601 · outbound

This paper cites Speaker verification using end-to-end adversarial language adaptation.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Speaker verification using end-to-end adversarial language adaptation

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.028596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:794854f6ebd0133d0f91aea35fa52fe857c5ead8651f702a47a259dff5a5e73b

Observation cd572449-f182-4e6d-82d7-0312fb9f2ef2 · outbound

This paper cites Cycle-gans for domain adaptation of acoustic features for speaker recognition.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Cycle-gans for domain adaptation of acoustic features for speaker recognition

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.021851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:f96784a80f051e48675f385bd64b1f928a937ef1c450c219910cf76906527330

Observation dfdfa6d5-80f9-4ad5-b7aa-3c9d9f11411b · outbound

This paper cites A novel scheme for speaker recognition using a phonetically-aware deep neural network.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors A novel scheme for speaker recognition using a phonetically-aware deep neural network

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.943970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:a6542c19348f0fff580e665ade61cee600fa78d0b765872acd9746135c2f8458

Observation 00145bfc-9329-4502-9fb6-b005c5249cd8 · outbound

This paper cites The reddots data collection for speaker recognition.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors The reddots data collection for speaker recognition

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.959512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:b39f31f8dd2893648289e30e0ae584e9515a022e1d6845e097a3804a4c71bc88

Observation 490377f1-c72a-4fac-989c-cfd6b47a70cc · outbound

This paper cites Analysis and opti- mization of bottleneck features for speaker recognition.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Analysis and opti- mization of bottleneck features for speaker recognition

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.015620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:78638b041140e19809a8fb432d5db42b1bc2625b1a0d42a392e9f893f8b2da1a

Observation 7028bf49-50aa-4342-9e71-41b45d831e6a · outbound

This paper cites Tandem deep features for text- dependent speaker verification.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Tandem deep features for text- dependent speaker verification

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.083308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:a85fa27f6c5e4a08b199199d5d1ae3157e1cb215dcab889b0f7d7a4b3e39fac1

Observation ae72f628-fd67-4c70-8f47-389ca61fa3d6 · outbound

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

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors End-to-end attention based text-dependent speaker verification

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.953065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:b8281c5d912cce8093449a86af8083fbfc16729a89abd79db903dbeb4b7ec73e

Observation ce0ca3fe-67ad-4b70-acd1-3b48b17fbe40 · outbound

This paper cites Attention-Based Models for Text-Dependent Speaker Verification.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Attention-Based Models for Text-Dependent Speaker Verification

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-05-24T21:54:59.296786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:dc0c1d8cf6b2650eb3e730c3bba23105e67f6fd009f8724f3f8ba7656d8cc8e3

Observation 9cb6e761-c470-4094-80dc-d58eaabc1e50 · outbound

This paper cites Exploring the Encoding Layer and Loss Function in End-to-End Speaker and Language Recognition System.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Exploring the Encoding Layer and Loss Function in End-to-End Speaker and Language Recognition System

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-05-24T21:54:59.301967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:ed8e2fe0cde8370a611093fb91f452f97d13ca50deb93c74550e2cf3faef8884

Observation 63e18a96-f4d0-4422-a7fa-8bd0e0d3e447 · outbound

This paper cites End-to-end dnn based speaker recognition inspired by i-vector and plda.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors End-to-end dnn based speaker recognition inspired by i-vector and plda

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:55:00.003880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:b763484f69227cd3da0af9f6b003ffd97f10f327cce6fb8539b17c646485d08c

Observation ecd84726-0f32-4d09-b93a-bec20df85ac7 · outbound

This paper cites Dropout as a bayesian approximation: Representing model uncertainty in deep learning.

Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Dropout as a bayesian approximation: Representing model uncertainty in deep learning

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T21:54:59.966139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-24T21:51:21.835823Z digest=sha256:d71a5138475ae9b8e625c7f9ba7d667d0dd2455981613694711602ee084088a4

Pith citing papers

No inbound Pith citation observations are available.