Paper Citation Record · LEDGER

Speaker Verification Under Real Classroom Conditions for English Speech

As of 19 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 2 inbound Pith citation observations for arXiv:2608.03623.

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

pith.paper-citation-record.v1
2608.03623 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:50:30.381855Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:50:30.262621Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T15:52:34.879934Z

Reference resolution

31 of 31 outbound references displayed

verified exact0
verified fuzzy0
unresolved30
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a797a310-711d-4620-85f1-bf7dfd45ddf0 · outbound

This paper cites Speaker Verification Under Real Classroom Conditions for English Speech.

Speaker Verification Under Real Classroom Conditions for English Speech Speaker Verification Under Real Classroom Conditions for English Speech

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.262621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea684a76-d0a6-46c4-9c99-55c9d202e821 · outbound

This paper cites Dataset description We used an in-house multi-modal classrooms dataset, referred to as the EDSI dataset.

Speaker Verification Under Real Classroom Conditions for English Speech Dataset description We used an in-house multi-modal classrooms dataset, referred to as the EDSI dataset

Reference 2

Resolution: malformed identifier; no resolver link, observed 2026-08-15T14:50:30.267907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1600ed06-116e-44a1-ab3e-d47c9237dd3b · outbound

This paper cites an unresolved cited work.

Speaker Verification Under Real Classroom Conditions for English Speech Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.272036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cd03c45-7e23-42b5-a89f-4e39c8274b87 · outbound

This paper cites an unresolved cited work.

Speaker Verification Under Real Classroom Conditions for English Speech Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.276003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 710503db-70e7-4084-8017-63b9c78aebd5 · outbound

This paper cites Self-supervised speaker verification with relational mask predic- tion,.

Speaker Verification Under Real Classroom Conditions for English Speech Self-supervised speaker verification with relational mask predic- tion,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.279838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d32ea2e-fba3-46c7-952e-669d9dcf893b · outbound

This paper cites Disentangling speaker and content in pre-trained speech models with latent diffusion for robust speaker verification,.

Speaker Verification Under Real Classroom Conditions for English Speech Disentangling speaker and content in pre-trained speech models with latent diffusion for robust speaker verification,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.283949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d27ba446-a7be-483f-af29-5257adda6090 · outbound

This paper cites Idir: Identifying and distilling informative relations for speaker verification,.

Speaker Verification Under Real Classroom Conditions for English Speech Idir: Identifying and distilling informative relations for speaker verification,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.287924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df5a9bdf-4ec4-4481-9a28-31182e59b985 · outbound

This paper cites Noise-robust speaker verifica- tion with attenuated speech restoration and consistency training,.

Speaker Verification Under Real Classroom Conditions for English Speech Noise-robust speaker verifica- tion with attenuated speech restoration and consistency training,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.291473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49115897-c48a-44db-98e5-ce32c410cd29 · outbound

This paper cites FT-Boosted SV: To- wards Noise Robust Speaker Verification for English Speaking Classroom Environments ,.

Speaker Verification Under Real Classroom Conditions for English Speech FT-Boosted SV: To- wards Noise Robust Speaker Verification for English Speaking Classroom Environments ,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.295236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4672f162-c96d-4825-ae85-b80fed3ab6a9 · outbound

This paper cites Nresnet: nested residual network based on channel and frequency domain attention mechanism for speaker verification in classroom,.

Speaker Verification Under Real Classroom Conditions for English Speech Nresnet: nested residual network based on channel and frequency domain attention mechanism for speaker verification in classroom,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.299077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dcfb238-6880-485d-9300-bf3737c25893 · outbound

This paper cites Automatic speaker verification system substantiating children’s dialects in school settings,.

Speaker Verification Under Real Classroom Conditions for English Speech Automatic speaker verification system substantiating children’s dialects in school settings,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.302616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdef0ccc-c7c9-405c-a3d8-b90522e37586 · outbound

This paper cites Momentum con- trast for unsupervised visual representation learning,.

Speaker Verification Under Real Classroom Conditions for English Speech Momentum con- trast for unsupervised visual representation learning,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.306113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d59eeb98-08d1-44c0-b426-2b696a9e9313 · outbound

This paper cites Emerging properties in self-supervised vision transformers,.

Speaker Verification Under Real Classroom Conditions for English Speech Emerging properties in self-supervised vision transformers,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.315204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d6fdae8-4d9d-4a71-b03a-8bd217f41a35 · outbound

This paper cites Self-supervised learning with cluster-aware-dino for high-performance robust speaker verifica- tion,.

Speaker Verification Under Real Classroom Conditions for English Speech Self-supervised learning with cluster-aware-dino for high-performance robust speaker verifica- tion,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.319091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b516f36-e589-40b7-bbba-cdedaa975219 · outbound

This paper cites Contrastive self-supervised speaker embedding with sequential disentanglement,.

Speaker Verification Under Real Classroom Conditions for English Speech Contrastive self-supervised speaker embedding with sequential disentanglement,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.322678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17ccfcdb-2640-40df-843d-5a21d20634e2 · outbound

This paper cites On the duality between contrastive and non-contrastive self-supervised learning.

Speaker Verification Under Real Classroom Conditions for English Speech On the duality between contrastive and non-contrastive self-supervised learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.326483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a27787a-d39a-407e-8cf3-27b842b250ab · outbound

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

Speaker Verification Under Real Classroom Conditions for English Speech Front-end factor analysis for speaker verification,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.330330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d32cb94a-cc4c-45c7-8974-8fa7b50850d6 · outbound

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

Speaker Verification Under Real Classroom Conditions for English Speech X-vectors: Robust dnn embeddings for speaker recognition,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.333707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e2a5a3f-63da-4901-bfa2-fccecd187144 · outbound

This paper cites ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification.

Speaker Verification Under Real Classroom Conditions for English Speech ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.337277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3854464-78f6-4125-b02c-f33a55be838c · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,.

Speaker Verification Under Real Classroom Conditions for English Speech wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.341055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 814e58a7-ccbe-410a-bf0c-cefe02974c47 · outbound

This paper cites Hubert: Self-supervised speech represen- tation learning by masked prediction of hidden units,.

Speaker Verification Under Real Classroom Conditions for English Speech Hubert: Self-supervised speech represen- tation learning by masked prediction of hidden units,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.344657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa20f015-b90f-4642-afd5-dc0b7a6b9981 · outbound

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

Speaker Verification Under Real Classroom Conditions for English Speech Wavlm: Large-scale self- supervised pre-training for full stack speech processing,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.348620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8faa6be9-13af-4991-8d40-24a10ae1ab36 · outbound

This paper cites Large-scale self-supervised speech representation learning for automatic speaker verification,.

Speaker Verification Under Real Classroom Conditions for English Speech Large-scale self-supervised speech representation learning for automatic speaker verification,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.352162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 383669c5-ef9f-498a-b315-14e98bc5cb5f · outbound

This paper cites Multi-feature integration for speaker embed- ding extraction,.

Speaker Verification Under Real Classroom Conditions for English Speech Multi-feature integration for speaker embed- ding extraction,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.355772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b503bbd8-287a-4316-95cf-01a9b0185bb6 · outbound

This paper cites SUPERB: Speech processing Universal PERformance Benchmark.

Speaker Verification Under Real Classroom Conditions for English Speech SUPERB: Speech processing Universal PERformance Benchmark

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.359241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92604351-4b49-4889-a39a-dd615036c204 · outbound

This paper cites Robust Speaker Recognition with Transformers Using wav2vec 2.0.

Speaker Verification Under Real Classroom Conditions for English Speech Robust Speaker Recognition with Transformers Using wav2vec 2.0

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.363221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02af4112-4fd2-4d66-abdd-ef22373c7f39 · outbound

This paper cites Layer- aware tdnn: Speaker recognition using multi-layer features from pre-trained models,.

Speaker Verification Under Real Classroom Conditions for English Speech Layer- aware tdnn: Speaker recognition using multi-layer features from pre-trained models,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.367037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8de6937d-2745-43ed-8760-1b1f7746a12d · outbound

This paper cites In- terspeech 2021 deep noise suppression challenge,.

Speaker Verification Under Real Classroom Conditions for English Speech In- terspeech 2021 deep noise suppression challenge,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.370438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfd1f3a5-50c6-4ac2-8132-33adb6722f0c · outbound

This paper cites My sci- ence tutor (myst)–a large corpus of children’s conver- sational speech,.

Speaker Verification Under Real Classroom Conditions for English Speech My sci- ence tutor (myst)–a large corpus of children’s conver- sational speech,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.374132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89b5a2fb-ebec-4679-9a2e-1f616aeb4b9c · outbound

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

Speaker Verification Under Real Classroom Conditions for English Speech SpeechBrain: A General-Purpose Speech Toolkit

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.377897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 259cf1d1-1576-49ff-bfaa-231fdeef77a8 · outbound

This paper cites V oxceleb: Large-scale speaker verification in the wild,.

Speaker Verification Under Real Classroom Conditions for English Speech V oxceleb: Large-scale speaker verification in the wild,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:30.381855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f66dd3c3-f774-406c-8475-fc192d9e19af · inbound