Paper Citation Record · LEDGER

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification

As of 10 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2506.10207.

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

pith.paper-citation-record.v1
2506.10207 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:38:10.185475Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

44 of 44 outbound references displayed

verified exact4
verified fuzzy16
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d9334ba1-7543-40ab-a391-1b433f83c46e · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:16.118175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 10a71c16-d43b-46ce-b44a-20af4c2b8015 · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:15.930558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a40efbdf-3df0-4f56-af9a-133c56668d6b · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:15.738174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9f7ee166-4c15-47b0-8ff4-a42d1a5debee · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:15.562401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 765ea27f-5ba7-4e23-adbd-2bfa2b67102a · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:15.340989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8680cb37-cb94-4da1-b17e-09046542c1e5 · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:15.157219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0105a2b8-38ea-4a3c-81a5-ecdebf3d87f0 · outbound

This paper cites Ahmad, W.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Ahmad, W

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:14.985115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dfb6db4e-d2f4-45eb-b82d-c561dc559d3f · outbound

This paper cites A Unified Solution to Diverse Heterogeneities in One-shot Federated Learning.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification A Unified Solution to Diverse Heterogeneities in One-shot Federated Learning

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:38:10.598363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e8fec1bf-d904-4e35-bd0d-f3a08bb09762 · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:14.853371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 59ddb133-eb28-4309-b0f1-64118af2bc52 · outbound

This paper cites Grollmisch, T.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Grollmisch, T

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:14.675310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation edd38506-7c31-41c4-938e-fa593b7ce676 · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:14.528786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 82005e15-3da4-4706-a538-09b685c16f95 · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:38:10.052702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34133c56-c359-4d1e-aa22-67c1a5577af0 · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:14.373900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 53ce582f-43e7-40e5-add6-1735d2ae6b03 · outbound

This paper cites Zhang, J.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Zhang, J

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:14.059772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8e9674ae-3484-430e-9d0a-7f5e3d95d824 · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:13.861085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9864972e-d13e-4949-b2b1-beaa2df88f75 · outbound

This paper cites Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:38:10.504551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8792eeab-0e88-4338-8162-acb577acbfdd · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:13.657760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 97ff2f02-78ae-4bbc-b8d0-7c11dfe6b950 · outbound

This paper cites Zhang, Y.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Zhang, Y

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:13.468470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e3f664b1-09b8-43d6-bea7-1d61e866106d · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:13.215686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation efee0ee4-49e2-4161-a193-f114e3ed0d2e · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:13.066027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 89cc7732-8c29-4720-a86d-288f08038aca · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:12.859804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5764843e-5016-4730-80ea-8966ff40db7d · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:12.700563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 69fa212f-c4f6-42fd-ae3b-88d785021cf3 · outbound

This paper cites Benazir, F.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Benazir, F

Reference 23

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:38:10.484996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5403534b-f16f-44cf-abbf-d0b0e6de9869 · outbound

This paper cites Hsu, C.-P.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Hsu, C.-P

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:12.544681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 57ed548d-1294-437c-8005-e2537b2852e4 · outbound

This paper cites Lee, J.-H.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Lee, J.-H

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:12.386752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c08ad48f-e9fd-4f4e-8bf5-574994c2bd0f · outbound

This paper cites Leroy, A.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Leroy, A

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:12.236351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 614f467d-ced8-4b97-95bb-e253e0447bee · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:12.054823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3a205039-94e3-449e-8df9-eec08b7a0eb7 · outbound

This paper cites Amiri, H.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Amiri, H

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:11.824968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation adcd2bc9-3e82-411c-8cdc-4c8cb99115eb · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:11.649374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2bee9345-a91d-4880-b597-c21fca3554bd · outbound

This paper cites Feng, C.-C.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Feng, C.-C

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:11.520477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c649e3ea-f0e1-4ee1-88b2-b77478b83f38 · outbound

This paper cites Tsouvalas, A.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Tsouvalas, A

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:11.388447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5c060f18-ff98-4748-8141-6d9455bf1321 · outbound

This paper cites Federated Domain Adaptation for ASR with Full Self-Supervision.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Federated Domain Adaptation for ASR with Full Self-Supervision

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:38:10.394742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cb4e7740-afbc-4264-a292-d6b05c2b88b3 · outbound

This paper cites Tsouvalas, A.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Tsouvalas, A

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:11.214236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e78cf3f9-49f1-41f8-9861-fea6947b1220 · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T04:38:10.144523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e6c8be4-4022-40f8-848f-8a74e3e43475 · outbound

This paper cites McMahan, E.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification McMahan, E

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:11.051345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e4ab6d4b-37bb-4cd8-9696-a2e30fc78dd3 · outbound

This paper cites Zhang, T.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Zhang, T

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:10.905973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 52fdbbd1-65de-4b07-ab14-7eeb68d391f3 · outbound

This paper cites Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T04:38:10.156692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1088e86d-3b7a-404e-83a0-a3a53f3006ce · outbound

This paper cites Salamon, C.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Salamon, C

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:10.823781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6546ffa8-1e8c-4366-bea8-5a95c3b32833 · outbound

This paper cites Busso, M.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Busso, M

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:10.744423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 457aa639-0dbc-4604-9fc6-7692589dfe30 · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:10.705470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e8248521-89a4-45dd-8150-c47a79ebf142 · outbound

This paper cites Zhang, T.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Zhang, T

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:38:10.667332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7b929656-90f8-4999-95d8-3a1911e7682c · outbound

This paper cites FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T04:38:10.176824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 366fafe0-4ffa-4bc8-9926-e82e74cb8e29 · outbound

This paper cites an unresolved cited work.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:38:10.627573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3ec1bfcf-c8cf-4784-883a-152dd4787cd1 · outbound

This paper cites Adaptive Federated Optimization.

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Adaptive Federated Optimization

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T04:38:10.185475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.