Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:04:53.878974Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:04:53.878974Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:04:53.622583Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
53 of 53 outbound references displayed
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation 2e5368dc-c649-4abe-8633-a9345f3bbed2 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Multi-Stage Speaker Diarization for Noisy Classrooms
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c82c45d3-6277-40bf-b3d8-7c8aafab8edb · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Both Southwell et al
Reference 2
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.
Observation 2038271a-b6ed-425b-8401-5aaddb2a6f02 · outbound
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
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.
Observation 86251b60-2d70-4f97-89f0-0983dbc560ec · outbound
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
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.
Observation c2faa6b8-f3a8-408d-9030-2eb5da689002 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work
Reference 5
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.
Observation 44a04904-ceab-45aa-a980-ea353aa0c337 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work
Reference 6
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.
Observation 634da228-64ea-4dbc-b040-35cf80cf7b21 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms in house
Reference 7
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.
Observation e7c7f165-466b-41bb-9e9f-a306d4d67fa6 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms The generalizability of our findings to other classroom data contexts remains to be tested
Reference 8
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.
Observation 8093be91-c1bc-45cc-a072-fc522713d82b · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Amazon transcribe, 2021
Reference 9
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.
Observation ffd77593-a79b-46b9-b49a-bfe635661580 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work
Reference 10
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.
Observation b0a81d25-c831-4bc3-b10f-fb9327356102 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Baevski, Y
Reference 11
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.
Observation f6ac468d-9c7d-4e74-a366-47f3aeb32f20 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work
Reference 12
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.
Observation 37a1b555-7af6-4bf1-a46b-36a22b3fdbfe · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Canovas and F
Reference 13
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.
Observation 267be995-6da4-45f3-ada7-4be932111661 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work
Reference 14
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.
Observation 9f53018d-8d49-4a1c-91ba-79e8167b11cb · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Chang, W
Reference 15
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.
Observation ba44a9d0-3005-4bdb-8d49-9af9abbd57cb · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Demszky and J
Reference 16
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.
Observation 7cd273d9-c1c1-47e5-bbf8-c2dac105d048 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Demszky, R
Reference 17
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.
Observation e8517838-d8e3-4f6a-a53c-f01e923398da · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a17a2acd-4447-47c9-b395-cb27b1f69462 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms A Speaker Diarization System for Studying Peer-Led Team Learning Groups
Reference 19
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.
Observation 0f285074-4d0c-4a45-afb5-283ae2721be8 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Dutta, D
Reference 20
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.
Observation 501f3ed5-c6f3-4e0d-a88a-db70467f6207 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Neural Speaker Diarization with Speaker-Wise Chain Rule
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bf3a97e-93a0-4ade-85e3-f3a585c8d222 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work
Reference 22
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.
Observation 3b550b66-a096-479c-9805-976d24e4b298 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work
Reference 23
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.
Observation 1977bd1e-d6db-4d5a-8a2c-b62be48c94e4 · outbound
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
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.
Observation 694d3b97-f8a5-4558-8f3c-5d700f0b35ae · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Harper, S
Reference 25
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.
Observation a3eef03e-3a2a-4e01-aac9-680c766a4145 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ceb4910-d24d-4542-ae6a-0d986359c8e6 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Kanda, X
Reference 27
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.
Observation 7b05755c-d3a9-445e-9b83-b10f2f5a6963 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Kelly, A
Reference 28
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.
Observation 20ad99ac-2822-429d-b2e0-fcdc0f3e6408 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms MacWhinney
Reference 29
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.
Observation 9d4bcb8d-43cb-4cb0-96af-2bc6902a3f82 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Ecapa-tdnn model for speaker recognition and verification, 2024
Reference 30
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.
Observation d810a4e9-ff06-4208-a4b6-611f2ebb60cd · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Accessed: February 15, 2025
Reference 31
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.
Observation 976525a5-4220-46ac-b31d-e21c9f7f459d · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Speakernet model for speaker recognition and verification, 2024
Reference 32
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.
Observation 8fd7b18d-4376-4c02-9db7-3d08c4b6cba0 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Titanet-large model for speaker recognition and verification, 2024
Reference 33
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.
Observation f3eae3df-ae3c-404e-9628-ae97a29b2222 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Vad marblenet model, 2024
Reference 34
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.
Observation 3a42aeab-d172-4bb2-9350-6daae5521401 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Vad multilingual frame marblenet model,
Reference 35
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.
Observation 4fe3e92d-0d3a-4ede-8e10-05465bd819ef · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Sainburg, M
Reference 36
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.
Observation 04ee839f-ba5f-4914-a7d7-071214524f80 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Vad multilingual marblenet model, 2024
Reference 37
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.
Observation 7661f2a6-de9f-4804-9a50-19e5980d1980 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Vad telephony marblenet model, 2024
Reference 38
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.
Observation 959c2f53-d129-486e-a92c-33f6f52da8dd · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Improved Noisy Student Training for Automatic Speech Recognition
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30f22d26-f6b9-4a06-91eb-0176673d91be · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work
Reference 40
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.
Observation fa205ea6-9e8e-4336-b659-4e34efeb5b2f · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Radford, J
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0aef8622-ce2a-483e-bbec-091cf8570bfb · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Radford, J
Reference 42
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.
Observation 1e893cfa-4c9a-487b-b57a-a5690f753532 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms R ¨as¨anen, S
Reference 43
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.
Observation 04403f8e-0208-4145-a3df-63a089b867a9 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Sainburg
Reference 44
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.
Observation 6baccc51-89a6-4481-a87e-104ef40aba45 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Southwell, S
Reference 46
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.
Observation 28a95fd2-dd57-4fa9-9f43-0bf0f81f9ab5 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Who Said What? An Automated Approach to Analyzing Speech in Preschool Classrooms
Reference 47
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.
Observation 5ea0b12f-1e39-4e24-bd64-321ff9591317 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Using Transformers to Provide Teachers with Personalized Feedback on their Classroom Discourse: The TalkMoves Application
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3497482e-d596-4973-bb25-377d0c2252bf · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work
Reference 49
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.
Observation fd388e71-c732-455e-b1b9-10f730d675fe · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work
Reference 50
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.
Observation 5f787d77-14b3-4003-b2f5-74101bc48937 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Wung, B.-H
Reference 51
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.
Observation 5fff51f5-dd8d-41a1-9643-1513fbcb6883 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work
Reference 52
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.
Observation 168ed88c-98a0-485d-aad2-2bfc3c6c1695 · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Zhou and L
Reference 53
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.
Observation fdca5a1d-756a-43a4-bdd7-2aa41e79c8bf · outbound
Multi-Stage Speaker Diarization for Noisy Classrooms Unresolved cited work
Reference 2024
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.
Observation 2e5368dc-c649-4abe-8633-a9345f3bbed2 · inbound
Multi-Stage Speaker Diarization for Noisy Classrooms Multi-Stage Speaker Diarization for Noisy Classrooms
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd621912-5128-4253-b9fe-1c551d469e0f · inbound
Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents Multi-Stage Speaker Diarization for Noisy Classrooms
Reference 31
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.