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Paper Citation Record · LEDGER

Multi-Stage Speaker Diarization for Noisy Classrooms

As of 17 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 2 inbound Pith citation observations for arXiv:2505.10879.

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

pith.paper-citation-record.v1
2505.10879 v2

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:04:53.878974Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:04:53.622583Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

53 of 53 outbound references displayed

  • verified exact2
  • verified fuzzy32
  • unresolved18
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 2e5368dc-c649-4abe-8633-a9345f3bbed2 · outbound

This paper cites Multi-Stage Speaker Diarization for Noisy Classrooms.

Multi-Stage Speaker Diarization for Noisy Classrooms Multi-Stage Speaker Diarization for Noisy Classrooms

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T21:04:53.622583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:04:53.622583Z digest=sha256:02104e60e5df1c6829eff4ebd95c09f9d50c8ad6d9bb6a942cc85d84d979cc87

Observation c82c45d3-6277-40bf-b3d8-7c8aafab8edb · outbound

This paper cites Both Southwell et al.

Multi-Stage Speaker Diarization for Noisy Classrooms Both Southwell et al

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.693619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.633214Z digest=sha256:61444ff059dc63618905e176fb8b2e575bffd5cbf0a5de9fbc5760c88aa47bd4

Observation 2038271a-b6ed-425b-8401-5aaddb2a6f02 · outbound

This paper cites These datasets provide ∼60 hours of speech recordings that reflect various classroom environments, speaker demographics, and noise conditions.

Multi-Stage Speaker Diarization for Noisy Classrooms These datasets provide ∼60 hours of speech recordings that reflect various classroom environments, speaker demographics, and noise conditions

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.680022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.638504Z digest=sha256:c77d1d468bc3e0ff37ac3fadae62be8ffafdae506d6b13e87d4fa1ae850ceff9

Observation 86251b60-2d70-4f97-89f0-0983dbc560ec · outbound

This paper cites Given an input audio file, this pipeline generates timestamps for detected speech segments and as- signs a speaker label to each segment.

Multi-Stage Speaker Diarization for Noisy Classrooms Given an input audio file, this pipeline generates timestamps for detected speech segments and as- signs a speaker label to each segment

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.665731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.643544Z digest=sha256:0b4e7aa862f0f508c9d7dd7104851cfdfb562b6450f9a9a39fe113e274888bed

Observation c2faa6b8-f3a8-408d-9030-2eb5da689002 · outbound

This paper cites an unresolved cited work.

Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work

Reference 5

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T21:04:54.650448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.648443Z digest=sha256:2d220effb9885a0bbe275a0944688d8b98bd50515ba24adb29fdca39fdd6bb49

Observation 44a04904-ceab-45aa-a980-ea353aa0c337 · outbound

This paper cites an unresolved cited work.

Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:04:54.635840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.653208Z digest=sha256:635d2d920323c8fdd85f231744e618d06fa1f994bfb00dde5d6475cca295e75e

Observation 634da228-64ea-4dbc-b040-35cf80cf7b21 · outbound

This paper cites in house.

Multi-Stage Speaker Diarization for Noisy Classrooms in house

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.621647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.657928Z digest=sha256:0fbc8683cdab1bc368f334ba193d04b86d1ea980f9af5db96d655d5b1a82e876

Observation e7c7f165-466b-41bb-9e9f-a306d4d67fa6 · outbound

This paper cites The generalizability of our findings to other classroom data contexts remains to be tested.

Multi-Stage Speaker Diarization for Noisy Classrooms The generalizability of our findings to other classroom data contexts remains to be tested

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.606960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.663014Z digest=sha256:eb9be69a9f48fa21de4a4b86d238b78e4155f2b03ebc719ef4f16e7c76703e70

Observation 8093be91-c1bc-45cc-a072-fc522713d82b · outbound

This paper cites Amazon transcribe, 2021.

Multi-Stage Speaker Diarization for Noisy Classrooms Amazon transcribe, 2021

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.592071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.667654Z digest=sha256:0875afc90104fae38e0313e8f8c0bb02f70fd2df0e0f3101263bc092f6c04f05

Observation ffd77593-a79b-46b9-b49a-bfe635661580 · outbound

This paper cites an unresolved cited work.

Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:04:54.578716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.672217Z digest=sha256:85d5443c1111ee4bb29e8ea3d0a0b5fdd288417e6dbc63ca7f750298c31b1c41

Observation b0a81d25-c831-4bc3-b10f-fb9327356102 · outbound

This paper cites Baevski, Y.

Multi-Stage Speaker Diarization for Noisy Classrooms Baevski, Y

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.564872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.677094Z digest=sha256:0049f2e35c2b76da8574af9e711cf34e6e1291921f52763e3d4fe22647eb1b6b

Observation f6ac468d-9c7d-4e74-a366-47f3aeb32f20 · outbound

This paper cites an unresolved cited work.

Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:04:54.551039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.681858Z digest=sha256:e92254fb6bab35905021476579d0a600b60434480bb2cd1a2fcdfc9a99614d9e

Observation 37a1b555-7af6-4bf1-a46b-36a22b3fdbfe · outbound

This paper cites Canovas and F.

Multi-Stage Speaker Diarization for Noisy Classrooms Canovas and F

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.537063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.686227Z digest=sha256:0d30e3e8b535d5fc97b729204893a1794d6cdbb39683b31b69bb205074e7c621

Observation 267be995-6da4-45f3-ada7-4be932111661 · outbound

This paper cites an unresolved cited work.

Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:04:54.523038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.691313Z digest=sha256:df015ba0a2f378aff5b67c6e7cc5470c9f698bf46bc832bd07acf321dab9a588

Observation 9f53018d-8d49-4a1c-91ba-79e8167b11cb · outbound

This paper cites Chang, W.

Multi-Stage Speaker Diarization for Noisy Classrooms Chang, W

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.508139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.696020Z digest=sha256:7a449c9b7c5b68df79d71201edcc04d8f15a3cff95dfe0f5b188368afb65749c

Observation ba44a9d0-3005-4bdb-8d49-9af9abbd57cb · outbound

This paper cites Demszky and J.

Multi-Stage Speaker Diarization for Noisy Classrooms Demszky and J

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.494088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.700435Z digest=sha256:0a592eb038e09b414c31b2106968b204c9fc1feb45a7faec24d3cb2d3a67c262

Observation 7cd273d9-c1c1-47e5-bbf8-c2dac105d048 · outbound

This paper cites Demszky, R.

Multi-Stage Speaker Diarization for Noisy Classrooms Demszky, R

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.480076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.704966Z digest=sha256:149a6f7e89dac50774b5f4db3ba993e1e552814e5e7acfe9fed753ce42cc4687

Observation e8517838-d8e3-4f6a-a53c-f01e923398da · outbound

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

Multi-Stage Speaker Diarization for Noisy Classrooms ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T21:04:53.709460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:04:53.709460Z digest=sha256:942b204084e7be34449f346b6753ff4edfe8be0b5fcda6498271fa881820e9e8

Observation a17a2acd-4447-47c9-b395-cb27b1f69462 · outbound

This paper cites A Speaker Diarization System for Studying Peer-Led Team Learning Groups.

Multi-Stage Speaker Diarization for Noisy Classrooms A Speaker Diarization System for Studying Peer-Led Team Learning Groups

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-15T21:04:54.005246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.714517Z digest=sha256:037bf524bd19cd81bd4b63e83d2ca8cbf79e411bf309d3d0bc4b74bf74194ef9

Observation 0f285074-4d0c-4a45-afb5-283ae2721be8 · outbound

This paper cites Dutta, D.

Multi-Stage Speaker Diarization for Noisy Classrooms Dutta, D

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.465379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.719834Z digest=sha256:0c44f813ff41a6b2309d67fe3e90aa5d84facd8e7f8dd3c78c89ddb434d50723

Observation 501f3ed5-c6f3-4e0d-a88a-db70467f6207 · outbound

This paper cites Neural Speaker Diarization with Speaker-Wise Chain Rule.

Multi-Stage Speaker Diarization for Noisy Classrooms Neural Speaker Diarization with Speaker-Wise Chain Rule

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T21:04:53.724653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:04:53.724653Z digest=sha256:4a605103a21386c66579aec04ee2b6ec25b269aa4facd13b4a7a21bf9628041b

Observation 2bf3a97e-93a0-4ade-85e3-f3a585c8d222 · outbound

This paper cites an unresolved cited work.

Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:04:54.451131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.729670Z digest=sha256:35095464b7013cbf75d437d0967c2ca3a856323a01effb0f5bb08c0bd3374605

Observation 3b550b66-a096-479c-9805-976d24e4b298 · outbound

This paper cites an unresolved cited work.

Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:04:54.437232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.734216Z digest=sha256:bf73873ef5a01abd0db42da889788877ccf38b850c5ddebe852dfc24511c3fa4

Observation 1977bd1e-d6db-4d5a-8a2c-b62be48c94e4 · outbound

This paper cites Detect different speakers in an audio recording, 2021.https://cloud.google.com/ speech-to-text/docs/multiple-voices.

Multi-Stage Speaker Diarization for Noisy Classrooms Detect different speakers in an audio recording, 2021.https://cloud.google.com/ speech-to-text/docs/multiple-voices

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.422842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.738936Z digest=sha256:5a1e72b18c679ed4eca3197e17ac6701cd2702aa5c499bf0dcb398e30b6ee50c

Observation 694d3b97-f8a5-4558-8f3c-5d700f0b35ae · outbound

This paper cites Harper, S.

Multi-Stage Speaker Diarization for Noisy Classrooms Harper, S

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.407598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.743503Z digest=sha256:705cb67954f32307fcb8869f6690ff0958e8bd4497129e1f77e752d537539c43

Observation a3eef03e-3a2a-4e01-aac9-680c766a4145 · outbound

This paper cites Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training.

Multi-Stage Speaker Diarization for Noisy Classrooms Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T21:04:53.747775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:04:53.747775Z digest=sha256:747d6504dccf855325364ba221b362045340d8250ab16cc526b79ce7e814abb1

Observation 8ceb4910-d24d-4542-ae6a-0d986359c8e6 · outbound

This paper cites Kanda, X.

Multi-Stage Speaker Diarization for Noisy Classrooms Kanda, X

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.393531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.752779Z digest=sha256:56b354fc103f97741c76394ce0a3eb96cd3c8aaf3cc859a4744a2388b51e0099

Observation 7b05755c-d3a9-445e-9b83-b10f2f5a6963 · outbound

This paper cites Kelly, A.

Multi-Stage Speaker Diarization for Noisy Classrooms Kelly, A

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.379379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.758074Z digest=sha256:0005268f2499c08154eecef6e71d8e832fe7cd36900eedf0ee4cceea7678d58e

Observation 20ad99ac-2822-429d-b2e0-fcdc0f3e6408 · outbound

This paper cites MacWhinney.

Multi-Stage Speaker Diarization for Noisy Classrooms MacWhinney

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.365070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.762621Z digest=sha256:28ce7ba199500aeb1385fe622b9f840d28857a8f9874ce01056ee2e9abb798bf

Observation 9d4bcb8d-43cb-4cb0-96af-2bc6902a3f82 · outbound

This paper cites Ecapa-tdnn model for speaker recognition and verification, 2024.

Multi-Stage Speaker Diarization for Noisy Classrooms Ecapa-tdnn model for speaker recognition and verification, 2024

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.350867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.767296Z digest=sha256:ebe79cb8abf64dec90153c57e9e6a041950c1103eb5977bb5d5205eeef713c7c

Observation d810a4e9-ff06-4208-a4b6-611f2ebb60cd · outbound

This paper cites Accessed: February 15, 2025.

Multi-Stage Speaker Diarization for Noisy Classrooms Accessed: February 15, 2025

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.335767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.772205Z digest=sha256:9d2ec790919c5d4bed8b92a5d5a1f2d73e51ed5b3bca506863a26e6c0f368d6a

Observation 976525a5-4220-46ac-b31d-e21c9f7f459d · outbound

This paper cites Speakernet model for speaker recognition and verification, 2024.

Multi-Stage Speaker Diarization for Noisy Classrooms Speakernet model for speaker recognition and verification, 2024

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.320073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.777123Z digest=sha256:73cd044d6b177194c4109e5bc2a4496f6cdf895b14dd015084c47ced7e30182c

Observation 8fd7b18d-4376-4c02-9db7-3d08c4b6cba0 · outbound

This paper cites Titanet-large model for speaker recognition and verification, 2024.

Multi-Stage Speaker Diarization for Noisy Classrooms Titanet-large model for speaker recognition and verification, 2024

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.305179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.781794Z digest=sha256:4b541c997ef5dbfadc27a19bc5af859827e5bdb5ceaeb3bc58d84727e891f155

Observation f3eae3df-ae3c-404e-9628-ae97a29b2222 · outbound

This paper cites Vad marblenet model, 2024.

Multi-Stage Speaker Diarization for Noisy Classrooms Vad marblenet model, 2024

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.288751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.786306Z digest=sha256:80a9fa52c5c423c4113c89014e262f4de60615b13b6dc78bd22a55c74595a6ed

Observation 3a42aeab-d172-4bb2-9350-6daae5521401 · outbound

This paper cites Vad multilingual frame marblenet model,.

Multi-Stage Speaker Diarization for Noisy Classrooms Vad multilingual frame marblenet model,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.272173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.791183Z digest=sha256:c8a78debd77e0e44a4d022becfd5e47474ce5194a9d59707746708fcb64cd26c

Observation 4fe3e92d-0d3a-4ede-8e10-05465bd819ef · outbound

This paper cites Sainburg, M.

Multi-Stage Speaker Diarization for Noisy Classrooms Sainburg, M

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.147824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.840447Z digest=sha256:647b05c332d56fb27967d99486d449fed8561d8a1211e9ae0f6368337da5718f

Observation 04ee839f-ba5f-4914-a7d7-071214524f80 · outbound

This paper cites Vad multilingual marblenet model, 2024.

Multi-Stage Speaker Diarization for Noisy Classrooms Vad multilingual marblenet model, 2024

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.241567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.801078Z digest=sha256:21284839b783310ba68c9643ebf43f722c02d9f288bcc971585fe4d9a47f4675

Observation 7661f2a6-de9f-4804-9a50-19e5980d1980 · outbound

This paper cites Vad telephony marblenet model, 2024.

Multi-Stage Speaker Diarization for Noisy Classrooms Vad telephony marblenet model, 2024

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.227443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.805741Z digest=sha256:c86287f0da44b87d29fdb8e95cf957b99309db434d149fcd6bfdfd42693f4fa7

Observation 959c2f53-d129-486e-a92c-33f6f52da8dd · outbound

This paper cites Improved Noisy Student Training for Automatic Speech Recognition.

Multi-Stage Speaker Diarization for Noisy Classrooms Improved Noisy Student Training for Automatic Speech Recognition

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T21:04:53.810326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:04:53.810326Z digest=sha256:12bc565c9ae1a7017371ce7dd176b0efc8979d5da1e12a97ea09ab6dcbd5dea5

Observation 30f22d26-f6b9-4a06-91eb-0176673d91be · outbound

This paper cites an unresolved cited work.

Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:04:54.213286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.815590Z digest=sha256:ba4b4b7ee41316e6712f0a33276d5f488978206223e7948ef01b564a78199379

Observation fa205ea6-9e8e-4336-b659-4e34efeb5b2f · outbound

This paper cites Radford, J.

Multi-Stage Speaker Diarization for Noisy Classrooms Radford, J

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T21:04:53.820462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:04:53.820462Z digest=sha256:b5597b9aa81840bd18686a2f1367d2f7a4ea8b4463884fe6bad0f54e1d6e6980

Observation 0aef8622-ce2a-483e-bbec-091cf8570bfb · outbound

This paper cites Radford, J.

Multi-Stage Speaker Diarization for Noisy Classrooms Radford, J

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.189106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.825531Z digest=sha256:c4edfc944ae3c1a363ee3bdb94658558fc3ebf563ba6663b21f23c9e4eb1d1eb

Observation 1e893cfa-4c9a-487b-b57a-a5690f753532 · outbound

This paper cites R ¨as¨anen, S.

Multi-Stage Speaker Diarization for Noisy Classrooms R ¨as¨anen, S

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.175650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.830465Z digest=sha256:ecd92fee536844e53a1a2d6402e400d3a50c8c0c4d5b617c8261d7672c26b7c8

Observation 04403f8e-0208-4145-a3df-63a089b867a9 · outbound

This paper cites Sainburg.

Multi-Stage Speaker Diarization for Noisy Classrooms Sainburg

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.161902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.835615Z digest=sha256:b868d9f31e805cc7d782e3908131bdd264d00c5b9b38dd262b33b3aba4384d26

Observation 6baccc51-89a6-4481-a87e-104ef40aba45 · outbound

This paper cites Southwell, S.

Multi-Stage Speaker Diarization for Noisy Classrooms Southwell, S

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.133259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.845223Z digest=sha256:0e8ff6e336d68fed96854c8e15cd18366d042af7fe78cb24d812181d65fe2e33

Observation 28a95fd2-dd57-4fa9-9f43-0bf0f81f9ab5 · outbound

This paper cites Who Said What? An Automated Approach to Analyzing Speech in Preschool Classrooms.

Multi-Stage Speaker Diarization for Noisy Classrooms Who Said What? An Automated Approach to Analyzing Speech in Preschool Classrooms

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-15T21:04:53.938925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.850002Z digest=sha256:636a9cbb47f9ebb9124e59f8273c459c144068603d101791bf4d7570af079865

Observation 5ea0b12f-1e39-4e24-bd64-321ff9591317 · outbound

This paper cites Using Transformers to Provide Teachers with Personalized Feedback on their Classroom Discourse: The TalkMoves Application.

Multi-Stage Speaker Diarization for Noisy Classrooms Using Transformers to Provide Teachers with Personalized Feedback on their Classroom Discourse: The TalkMoves Application

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T21:04:53.854837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:04:53.854837Z digest=sha256:b80e2a4231fdbdcb9e9e3868b0c6e3a34abef0074f05994cd35499fce1610ee4

Observation 3497482e-d596-4973-bb25-377d0c2252bf · outbound

This paper cites an unresolved cited work.

Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:04:54.117591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.860052Z digest=sha256:b24a230f3fd16a6c9d4f85c33d8fbc0fdd4d4282ad3544759a304f71d3c99047

Observation fd388e71-c732-455e-b1b9-10f730d675fe · outbound

This paper cites an unresolved cited work.

Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:04:54.101735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.864543Z digest=sha256:49c3a01438e714cf873efe1295e6d28fdb490f21ab9767794132b2536eead1b6

Observation 5f787d77-14b3-4003-b2f5-74101bc48937 · outbound

This paper cites Wung, B.-H.

Multi-Stage Speaker Diarization for Noisy Classrooms Wung, B.-H

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.085660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.869257Z digest=sha256:a76beedff92101c1fc175b7dfb8aa14f3c53bf6ab098f57875fa4a3261faefef

Observation 5fff51f5-dd8d-41a1-9643-1513fbcb6883 · outbound

This paper cites an unresolved cited work.

Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:04:54.069620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.874209Z digest=sha256:543bea1ca11df64a4bd1babb71798d8e9a3e1463b3cef095ec10f7f771f16d66

Observation 168ed88c-98a0-485d-aad2-2bfc3c6c1695 · outbound

This paper cites Zhou and L.

Multi-Stage Speaker Diarization for Noisy Classrooms Zhou and L

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:04:54.052727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.878974Z digest=sha256:e866fcf84148b53520ceab24a60e4119e70c2e6b4d5da21514db849f4ce6dec0

Observation fdca5a1d-756a-43a4-bdd7-2aa41e79c8bf · outbound

This paper cites an unresolved cited work.

Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:04:54.256924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T21:04:53.796320Z digest=sha256:4bad3aaadf856736b673510de0879ea2c09476023d9786e0eda9a88b5c856ce0

Pith citing papers

Observation 2e5368dc-c649-4abe-8633-a9345f3bbed2 · inbound

Multi-Stage Speaker Diarization for Noisy Classrooms cites this paper.

Multi-Stage Speaker Diarization for Noisy Classrooms Multi-Stage Speaker Diarization for Noisy Classrooms

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T21:04:53.622583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:04:53.622583Z digest=sha256:02104e60e5df1c6829eff4ebd95c09f9d50c8ad6d9bb6a942cc85d84d979cc87

Observation fd621912-5128-4253-b9fe-1c551d469e0f · inbound

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents cites this paper.

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents Multi-Stage Speaker Diarization for Noisy Classrooms

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-06-30T22:15:05.519647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-06-30T22:11:44.891731Z digest=sha256:d85d3e2bab2e2a99e92cc949b0275da83028b65389a8bdd3e664e7b9971a8388