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Paper Citation Record · LEDGER

Online incremental learning for audio classification using a pretrained audio model

As of 21 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2508.20732.

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

pith.paper-citation-record.v1
2508.20732 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:55:32.905050Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

28 of 28 outbound references displayed

  • verified exact0
  • verified fuzzy27
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3d7212a4-5ac1-4578-90c6-ebd2d1c13679 · outbound

This paper cites Continual lifelong learning with neural networks: A review,.

Online incremental learning for audio classification using a pretrained audio model Continual lifelong learning with neural networks: A review,

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation e0a6d30a-ab34-4ea9-800e-bb98a8a05de2 · outbound

This paper cites Adapter incremental continual learning of efficient audio spectrogram transformers,.

Online incremental learning for audio classification using a pretrained audio model Adapter incremental continual learning of efficient audio spectrogram transformers,

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-05T14:55:33.199399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 31704c74-48f4-44cd-a2c7-f9e964d98dc7 · outbound

This paper cites Task incremental learning with static memory for audio classification without catastrophic interference,.

Online incremental learning for audio classification using a pretrained audio model Task incremental learning with static memory for audio classification without catastrophic interference,

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation fa0b1f40-76e7-42ba-8bd5-2d3faca6d8dc · outbound

This paper cites Class-incremental learning for multi- label audio classification,.

Online incremental learning for audio classification using a pretrained audio model Class-incremental learning for multi- label audio classification,

Reference 4

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raw_fallback, observed 2026-08-05T14:55:33.179931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T14:55:32.822642Z digest=sha256:f034ad337135ff7745d1eaa732a3d9b9bca081e96f51ede4aede3a1181468e2e

Observation db5b188f-43f5-422c-abda-81e36dbbf69d · outbound

This paper cites Learning representations for new sound classes with continual self-supervised learning,.

Online incremental learning for audio classification using a pretrained audio model Learning representations for new sound classes with continual self-supervised learning,

Reference 5

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raw_fallback, observed 2026-08-05T14:55:33.170581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 13f3aeaf-9724-4375-a932-d78c2fc36455 · outbound

This paper cites Continual learning of new sound classes using generative replay,.

Online incremental learning for audio classification using a pretrained audio model Continual learning of new sound classes using generative replay,

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-05T14:55:33.160899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation b3a9964a-43e9-415b-b402-bbee7ac60e3f · outbound

This paper cites Online domain-incremental learning approach to classify acoustic scenes in all locations,.

Online incremental learning for audio classification using a pretrained audio model Online domain-incremental learning approach to classify acoustic scenes in all locations,

Reference 7

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raw_fallback, observed 2026-08-05T14:55:33.151458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T14:55:32.833821Z digest=sha256:f7d3a3d870d06c7a326e5890d1c23efaca0d09c08e1c20615f6c6b0285f046cf

Observation 32cb7bea-2ca7-4d28-b801-967c925365b8 · outbound

This paper cites Acoustic scene classification across multiple devices through incremental learning of device-specific domains,.

Online incremental learning for audio classification using a pretrained audio model Acoustic scene classification across multiple devices through incremental learning of device-specific domains,

Reference 8

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raw_fallback, observed 2026-08-05T14:55:33.142166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 78e75e58-5a8d-4335-b9a3-eb90c4a2349b · outbound

This paper cites Three scenarios for continual learning,.

Online incremental learning for audio classification using a pretrained audio model Three scenarios for continual learning,

Reference 9

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raw_fallback, observed 2026-08-05T14:55:33.132386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T14:55:32.840590Z digest=sha256:b66855290bd184a9acefacbb74bf12c7ac14801b3406dd4fc9b76d5c62904ae2

Observation bba51dca-c849-4920-ab8c-e962f54ec37c · outbound

This paper cites Domain-incremental learning for audio classification,.

Online incremental learning for audio classification using a pretrained audio model Domain-incremental learning for audio classification,

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-05T14:55:33.122663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 267f0024-7301-40da-9f97-c9d319a4b057 · outbound

This paper cites A closer look at class-incremental learning for multi-label audio classification,.

Online incremental learning for audio classification using a pretrained audio model A closer look at class-incremental learning for multi-label audio classification,

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation a7bbd00f-e377-4806-b589-935a1e1eac85 · outbound

This paper cites PANNs: Large-scale pretrained audio neural networks for audio pattern recognition,.

Online incremental learning for audio classification using a pretrained audio model PANNs: Large-scale pretrained audio neural networks for audio pattern recognition,

Reference 12

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raw_fallback, observed 2026-08-05T14:55:33.103968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 4c4f6847-8416-45c5-b60a-17a5e8c84e03 · outbound

This paper cites Ast: Audio spectrogram transformer,.

Online incremental learning for audio classification using a pretrained audio model Ast: Audio spectrogram transformer,

Reference 13

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation b5a79037-a7ac-46ae-8032-f4086471ed1e · outbound

This paper cites Efficient training of audio transformers with patchout,.

Online incremental learning for audio classification using a pretrained audio model Efficient training of audio transformers with patchout,

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-05T14:55:33.085060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T14:55:32.857218Z digest=sha256:8759973f43ae9606527130a7c744f3aed1de05e2de24c4ecdc657a10f5e68682

Observation 6a7d9879-403b-4698-b68d-2583d2bda411 · outbound

This paper cites SSAST: Self-supervised audio spectrogram transformer,.

Online incremental learning for audio classification using a pretrained audio model SSAST: Self-supervised audio spectrogram transformer,

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-05T14:55:33.075421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T14:55:32.860429Z digest=sha256:c90f7d334b0d0e509a1c796470c9c2eec6316ae942d14982879c356e995bc31b

Observation e708e521-815b-4d92-90cb-23e225391ae7 · outbound

This paper cites Enhancing acoustic scene classification with layer-wise fine-tuning on the SSAST model,.

Online incremental learning for audio classification using a pretrained audio model Enhancing acoustic scene classification with layer-wise fine-tuning on the SSAST model,

Reference 16

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verified fuzzy
raw_fallback, observed 2026-08-05T14:55:33.066044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 467b35ac-986c-4eb3-bc3f-f587d64d004d · outbound

This paper cites CED: Consistent ensemble distillation for audio tagging,.

Online incremental learning for audio classification using a pretrained audio model CED: Consistent ensemble distillation for audio tagging,

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 038ba0a5-53bf-4fbe-9a78-8fe0c6490846 · outbound

This paper cites Fine-tune the pretrained atst model for sound event detection,.

Online incremental learning for audio classification using a pretrained audio model Fine-tune the pretrained atst model for sound event detection,

Reference 18

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 2eae152f-818b-4b93-aa38-64e836289147 · outbound

This paper cites Few- shot continual learning for audio classification,.

Online incremental learning for audio classification using a pretrained audio model Few- shot continual learning for audio classification,

Reference 19

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 6e2c37f4-6829-4ad3-a226-440f415f790a · outbound

This paper cites Few-shot class-incremental audio classification using dynamically expanded classifier with self- attention modified prototypes,.

Online incremental learning for audio classification using a pretrained audio model Few-shot class-incremental audio classification using dynamically expanded classifier with self- attention modified prototypes,

Reference 20

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verified fuzzy
raw_fallback, observed 2026-08-05T14:55:33.027309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation da5727a8-0a04-489a-b594-bc5e43f23123 · outbound

This paper cites Few-shot class-incremental audio classification with adaptive mitigation of forgetting and overfitting,.

Online incremental learning for audio classification using a pretrained audio model Few-shot class-incremental audio classification with adaptive mitigation of forgetting and overfitting,

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-05T14:55:33.015027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 6c2076f5-61fe-4dec-95f5-b9a80fd21c31 · outbound

This paper cites Understanding intermediate layers using linear classifier probes.

Online incremental learning for audio classification using a pretrained audio model Understanding intermediate layers using linear classifier probes

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:55:32.884243Z digest=sha256:03fad65a85c7e9f42f2536185932572432c7925518f7bf0ae7db9866ac4f3fa7

Observation a60f565f-22ed-4c56-b9a3-f790b861bb75 · outbound

This paper cites A simple episodic linear probe improves visual recognition in the wild,.

Online incremental learning for audio classification using a pretrained audio model A simple episodic linear probe improves visual recognition in the wild,

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-05T14:55:33.003193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 17edd5a5-49c3-4853-be06-cb439bc62535 · outbound

This paper cites Ranpac: Random projections and pre-trained models for continual learning,.

Online incremental learning for audio classification using a pretrained audio model Ranpac: Random projections and pre-trained models for continual learning,

Reference 24

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raw_fallback, observed 2026-08-05T14:55:32.990405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 733783ac-347b-4381-ae63-aa73425e9afd · outbound

This paper cites ESC: Dataset for Environmental Sound Classification,.

Online incremental learning for audio classification using a pretrained audio model ESC: Dataset for Environmental Sound Classification,

Reference 25

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raw_fallback, observed 2026-08-05T14:55:32.979437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 2a510680-c88c-4340-aeaa-688db60bf269 · outbound

This paper cites Environmental sound classification with convolutional neural networks,.

Online incremental learning for audio classification using a pretrained audio model Environmental sound classification with convolutional neural networks,

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-05T14:55:32.969579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 3e6af9b0-753d-4c02-a3fc-f98bf85ea112 · outbound

This paper cites A multi-device dataset for urban acoustic scene classification,.

Online incremental learning for audio classification using a pretrained audio model A multi-device dataset for urban acoustic scene classification,

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-05T14:55:32.958929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation a636a5f2-282e-4df8-9d05-8e36b0912df8 · outbound

This paper cites SGDR: Stochastic gradient descent with warm restarts,.

Online incremental learning for audio classification using a pretrained audio model SGDR: Stochastic gradient descent with warm restarts,

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-05T14:55:32.948715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Pith citing papers

No inbound Pith citation observations are available.