Pith. sign in

Paper Citation Record · LEDGER

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification

As of 16 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:1908.03990.

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

pith.paper-citation-record.v1
1908.03990 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:59:09.393743Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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 exact2
  • verified fuzzy19
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 74f9ce84-0fd6-4b6c-a67d-5eaa0a68506f · outbound

This paper cites Speaker verification using adapted gaussian mixture models,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Speaker verification using adapted gaussian mixture models,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.720827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.279790Z digest=sha256:06e1599ec1f84009ffe2bebf0dd236841c59f64611a3f6c5180c0b14133771d0

Observation e301148f-279b-4e05-9a51-c30059f680a0 · outbound

This paper cites A study of interspeaker variability in speaker verification,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification A study of interspeaker variability in speaker verification,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.709446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.283964Z digest=sha256:b7bf068fd3488dc599520baf9080a5d45e8fac4f7818c7b52906e11ce04be06c

Observation f0e8d58c-65ca-45d1-9ec6-ca6736416035 · outbound

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

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Front- end factor analysis for speaker verification,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.699078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.290764Z digest=sha256:cab40a80b6b2c1235ae19eba33479981c8bd6517fc0ac38780b05cd1f21dd1af

Observation d96adb4c-bdaf-41b5-93c1-e9bf0f104a15 · outbound

This paper cites Probabilistic linear discriminant analysis for inferences about identity,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Probabilistic linear discriminant analysis for inferences about identity,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.688131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.294515Z digest=sha256:e7468dd5df52ebe6ad5d814656872bc7ea576f4b18028f9f2d7a6e7f7077075e

Observation dadd72b4-7080-4ba0-942f-ef51fe1b9f27 · outbound

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

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Analysis of i-vector length normalization in speaker recognition systems,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.678311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.298166Z digest=sha256:40c39c0769daa3e60d0eef7047e02e16a3073df2642413091ebe49a1b14c5ee1

Observation bbc9309e-7a2d-4f05-a961-6b28126180ad · outbound

This paper cites Deep neural network embeddings for text-independent speaker verification.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Deep neural network embeddings for text-independent speaker verification

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.668124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.302126Z digest=sha256:52d713ae87eff811621f24367fdfd25e6dea6d485bf56e2337df130bc9444374

Observation 6a584953-6554-4e74-bd65-c5b67601bac2 · outbound

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

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification X- vectors: Robust dnn embeddings for speaker recognition,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-14T13:59:09.305919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:59:09.305919Z digest=sha256:4e115dfb56046932107be997716689fc0ac16e485565b3ce0bae1a8eb8d04775

Observation 049653d5-7cc8-4831-a4db-0890b1d2f378 · outbound

This paper cites RawNet: Advanced end-to-end deep neural network using raw waveforms for text-independent speaker verification.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification RawNet: Advanced end-to-end deep neural network using raw waveforms for text-independent speaker verification

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-14T13:59:09.310262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:59:09.310262Z digest=sha256:5bfd88b5b9b0b5e9b8a926ec0765c2ffa7cfab6cff2c9a68952d21452b75265e

Observation 5b35c385-98c7-49d1-ab8d-e11db5a4a9a6 · outbound

This paper cites A complete end-to-end speaker verification system using deep neural networks: From raw signals to verification result,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification A complete end-to-end speaker verification system using deep neural networks: From raw signals to verification result,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.651583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.314216Z digest=sha256:b42a5d32eb9a488822b686e3271df3895e349343162b90a6162bf21e83e2f3ff

Observation 197a427c-5eae-4027-8274-32f9a67aadfc · outbound

This paper cites Avoiding speaker overfitting in end-to-end dnns using raw waveform for text-independent speaker verification,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Avoiding speaker overfitting in end-to-end dnns using raw waveform for text-independent speaker verification,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.639959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.317837Z digest=sha256:ebbe6e997c4355f1227b6bc359222ba6bf0f18f5155bca2fa4a6721f57401a41

Observation 0c9e0ebf-bfdc-45fa-861d-e834f8be77fa · outbound

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

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Generalized end-to-end loss for speaker verification,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.628984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.321309Z digest=sha256:cd4a690ca035567d40c12ac95fb9ed6e518fb846b416a73e6f31b42c14d43a36

Observation f099c4fe-d96e-4b2f-b061-14141f23caa5 · outbound

This paper cites Deep neural networks for small footprint text-dependent speaker verification,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Deep neural networks for small footprint text-dependent speaker verification,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.618798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.325018Z digest=sha256:a40cbd54fb1f73f6980a67ac210764ca3f97c0abd97dcf328e890ed36835868f

Observation e00a6303-813d-4ddf-a251-4ecb6d5f20ec · outbound

This paper cites Facenet: A unified embed- ding for face recognition and clustering,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Facenet: A unified embed- ding for face recognition and clustering,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-14T13:59:09.328278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:59:09.328278Z digest=sha256:1e781d72f50d7d28906be7e8737139cdaf504a34c530f8fed35933e7fa1f8e98

Observation d0eddb74-1cf7-4cc1-98a9-cad796b48f8d · outbound

This paper cites End-to-end text-independent speaker veri- fication with triplet loss on short utterances.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification End-to-end text-independent speaker veri- fication with triplet loss on short utterances

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.602760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.331829Z digest=sha256:0f1f96c8e09db8580e97e7dd6f98794a63bd38a539e54636e1ea85b516a2bc52

Observation c29dc087-4a49-49b3-89d6-818fa8828f6d · outbound

This paper cites Deep Speaker: an End-to-End Neural Speaker Embedding System.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Deep Speaker: an End-to-End Neural Speaker Embedding System

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-14T13:59:09.335473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:59:09.335473Z digest=sha256:4cb3fc91b00b1658c9dc860cd234194d55c070581cf46469be86f5ef4918cea8

Observation 02f361c8-9a81-4d97-baba-bf02014a9461 · outbound

This paper cites Sphereface: Deep hypersphere embedding for face recognition,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Sphereface: Deep hypersphere embedding for face recognition,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-14T13:59:09.339599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:59:09.339599Z digest=sha256:9923a31b69bf64e72019e4f84e67677f81bdc51d62a18f085be92b42ef8e3bdd

Observation e7bba2fe-b92f-4cca-b84e-a10dc2151fcf · outbound

This paper cites Cosface: Large margin cosine loss for deep face recognition,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Cosface: Large margin cosine loss for deep face recognition,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-14T13:59:09.343025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:59:09.343025Z digest=sha256:edf2e60c419d3ae3e80acdc400e4d94e5ca2b6301a1629cd62eeb1c3307d4c29

Observation 3c188fc2-3010-4919-94db-6cc7bbed287c · outbound

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

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Arcface: Additive angular margin loss for deep face recognition,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.580381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.346240Z digest=sha256:307440cb33f493dc3445dad290eea94984f8d45913aad7d6f0ba11480f08a1f3

Observation 8f88a57f-1c1c-4075-b53f-1cee611449f7 · outbound

This paper cites Additive margin softmax for face verification,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Additive margin softmax for face verification,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-14T13:59:09.350160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:59:09.350160Z digest=sha256:7222ab8ae3b86ee6b4a54fa078f2b1c76cabd2f26287150f4d62d75b97b18d85

Observation f71599b4-cc38-4d65-af41-712690246269 · outbound

This paper cites Triplet loss based cosine similarity metric learning for text-independent speaker recognition,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Triplet loss based cosine similarity metric learning for text-independent speaker recognition,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.563158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.353870Z digest=sha256:1b6aa552ccc9e2e7adf31998543afcabdec22044c444387c75a27c6b0fdc6857

Observation c797681c-8da0-4887-b0dc-287a620dbdf3 · outbound

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

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Angular softmax for short-duration text- independent speaker verification,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.553221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.357743Z digest=sha256:c021c8d7436e452ea608dfe3be4ea710e11001707c6ff2b18728e7e0de0f9bba

Observation f2cbf450-3eb3-4e37-a8d0-16c965707d43 · outbound

This paper cites Large Margin Softmax Loss for Speaker Verification.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Large Margin Softmax Loss for Speaker Verification

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-14T13:59:09.465991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.361442Z digest=sha256:c08373b71ff1f520d9cd38338f8c1b017085c4e6533e8dc1fbfcebcb4d1f3eca

Observation 98ad28b6-42d0-4b28-acdb-fb43d75842e2 · outbound

This paper cites Angular Softmax Loss for End-to-end Speaker Verification.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Angular Softmax Loss for End-to-end Speaker Verification

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-14T13:59:09.451067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.365267Z digest=sha256:f3403b5ff34f86efd231580b00fe5ef7ee929cae945d852b0113f5f48ec5e0c5

Observation 4bbda9ee-6cd1-411a-ae45-adf72403e4da · outbound

This paper cites Regularface: Deep face recognition via exclusive regularization,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Regularface: Deep face recognition via exclusive regularization,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.541484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.369690Z digest=sha256:52981ef408589789b92d6f2c89408dac95089b1244de141847feacdbe3c3378c

Observation ca13abf4-60cd-4f2e-8f2f-7fe13489a490 · outbound

This paper cites Learn- ing towards minimum hyperspherical energy,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Learn- ing towards minimum hyperspherical energy,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.530504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.374161Z digest=sha256:fadae594ea0b14928220f78b9dbf431f8ea3fac3f314d077c9ea010b69424014

Observation b754dc3b-1ad6-4b3f-84e2-9a5ab3c48a14 · outbound

This paper cites Deep hyperspherical learning,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Deep hyperspherical learning,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.520211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.378456Z digest=sha256:69d5ad78231d04b91a6e49bb89fca026f01bcbe8005234002c427c4760230aa2

Observation b01f6bca-8230-4463-8542-4afa84699aff · outbound

This paper cites Uniformface: Learning deep equidis- tributed representation for face recognition,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Uniformface: Learning deep equidis- tributed representation for face recognition,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.509293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.381816Z digest=sha256:24f1ba9c48395eef23f6f19e7b4eae51d20c6c9d21839d3228a5df7f1ad1fce6

Observation 608f642a-b655-4441-9763-cc5f7ed8607b · outbound

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

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification VoxCeleb: a large-scale speaker identification dataset

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-14T13:59:09.385311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:59:09.385311Z digest=sha256:a414ad5c957f44c438c5d07382bd16126f777a4be461582c7f2e46434936ed8f

Observation 33835ddb-1c71-4b03-8753-57eaa3f9b8a1 · outbound

This paper cites VoxCeleb2: Deep Speaker Recognition.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification VoxCeleb2: Deep Speaker Recognition

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-14T13:59:09.389832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:59:09.389832Z digest=sha256:3a371acdeb0529218abf6c365fd100d015ebf1e2755c2db8ea4927696d77d9dd

Observation e62c522f-4ecc-490f-8e40-ce720d05f60c · outbound

This paper cites Identity mappings in deep residual networks,.

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification Identity mappings in deep residual networks,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:09.497570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:59:09.393743Z digest=sha256:e1cdef7eb9b5883e435fcd2628dc5980eae6b4f328da06416ee0201bdafff43d

Pith citing papers

No inbound Pith citation observations are available.