Paper Citation Record · LEDGER

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning

As of 8 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2507.02666.

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

pith.paper-citation-record.v1
2507.02666 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:28:35.807111Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:28:31.282921Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T20:28:36.324978Z

Reference resolution

33 of 33 outbound references displayed

verified exact1
verified fuzzy26
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a749fecc-7a27-45e6-9c7b-5514bbc48342 · outbound

This paper cites an unresolved cited work.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:28:43.464366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8dafb6f8-cc68-4304-a0d1-eb76830be4ab · outbound

This paper cites ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T20:28:36.496175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8ca7fc68-4b68-45e5-91e1-66db08b608a8 · outbound

This paper cites an unresolved cited work.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:28:43.206079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8f10dea6-8666-491c-9049-e7098317f556 · outbound

This paper cites -” indicates that the data was not reported in the original paper. “Acc.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning -” indicates that the data was not reported in the original paper. “Acc

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:42.989121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bb4cc9e5-9692-47bf-91cb-eae6a01f1a7b · outbound

This paper cites By defining such irrelevant information as noise and drawing inspiration from differential denoising techniques, we design a dual-softmax based differential attention mecha- nism.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning By defining such irrelevant information as noise and drawing inspiration from differential denoising techniques, we design a dual-softmax based differential attention mecha- nism

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:42.757882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6f538e54-0c0f-4588-9658-9d86361c4b8e · outbound

This paper cites Masked autoencoders are scalable vision learners,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Masked autoencoders are scalable vision learners,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:42.503940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cb7bb7a5-687c-489b-9427-ec7f04d91678 · outbound

This paper cites Bert: Pre- training of deep bidirectional transformers for language under- standing,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Bert: Pre- training of deep bidirectional transformers for language under- standing,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:42.272561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c90a53b3-3f9b-4d52-a3c8-4c4a2ac19a4a · outbound

This paper cites Progressive Residual Extraction based Pre-training for Speech Representation Learning.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Progressive Residual Extraction based Pre-training for Speech Representation Learning

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:28:36.139009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation da253594-02a9-487a-9236-2eee7d372e6d · outbound

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

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Hubert: Self-supervised speech rep- resentation learning by masked prediction of hidden units,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:42.063611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation afcfbcf2-0914-44a5-8298-845b3c00c2ec · outbound

This paper cites wav2vec 2.0: a framework for self-supervised learning of speech representa- tions,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning wav2vec 2.0: a framework for self-supervised learning of speech representa- tions,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:41.831381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 04d63030-e970-49ec-babb-1162d4c6c91a · outbound

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

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Ssast: Self- supervised audio spectrogram transformer,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:41.577894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 914af37c-28fd-4eef-81e5-259442407311 · outbound

This paper cites Masked autoencoders that listen,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Masked autoencoders that listen,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:41.335845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2e8b71a1-1d16-4412-9e65-d3949fa990f4 · outbound

This paper cites Efficient self- supervised learning with contextualized target representations for vision, speech and language,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Efficient self- supervised learning with contextualized target representations for vision, speech and language,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:41.083573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3fa660ad-9dd4-4021-80a0-1acf8c125bbf · outbound

This paper cites Eat: Self- supervised pre-training with efficient audio transformer,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Eat: Self- supervised pre-training with efficient audio transformer,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:40.897608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5e0203c3-3d5c-4f14-afd8-44f521a4dbb9 · outbound

This paper cites Attention is all you need,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Attention is all you need,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:40.704767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d7eaaa9e-0c11-4765-bca9-c51b03c39380 · outbound

This paper cites Beats: audio pre-training with acoustic tokeniz- ers,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Beats: audio pre-training with acoustic tokeniz- ers,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:40.458739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b81b1671-74d8-4721-b57c-f1d863b62c55 · outbound

This paper cites An image is worth 16x16 words: Transform- ers for image recognition at scale,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning An image is worth 16x16 words: Transform- ers for image recognition at scale,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:40.261995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0fce3238-da73-4f58-9818-df52c0a03fdc · outbound

This paper cites Lost in the middle: How language mod- els use long contexts,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Lost in the middle: How language mod- els use long contexts,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:40.072318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ad71e619-2f55-4c73-9d09-0e444eb99e7a · outbound

This paper cites Is attention interpretable?.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Is attention interpretable?

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:39.888480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5905a8ce-cce7-483c-975b-37b382bca4a5 · outbound

This paper cites Differential Transformer.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Differential Transformer

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T20:28:33.798137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95ec8a69-aefa-487f-9a52-afc843e93a3f · outbound

This paper cites A wideband differential low-noise-amplifier with im3 harmonics and noise canceling,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning A wideband differential low-noise-amplifier with im3 harmonics and noise canceling,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:39.630957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8f8ff9fe-067c-4818-828a-d8406bf632c9 · outbound

This paper cites A novel concept of smart headphones using active noise cancellation and speech recognition,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning A novel concept of smart headphones using active noise cancellation and speech recognition,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:39.463913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 88d5ed6c-1eca-4d75-99e6-90979ac4d453 · outbound

This paper cites An exponen- tial moving average algorithm,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning An exponen- tial moving average algorithm,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:39.255170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e512e3de-1fd6-4368-a31c-d84caba40da0 · outbound

This paper cites data2vec: A general framework for self-supervised learning in speech, vision and language,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning data2vec: A general framework for self-supervised learning in speech, vision and language,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:39.002956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9792aad9-7666-422a-88e0-2771d2e69316 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Gaussian Error Linear Units (GELUs)

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T20:28:34.505310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5925838f-fb38-40ff-ab2e-f9d984364f54 · outbound

This paper cites Audio set: An ontology and human-labeled dataset for audio events,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Audio set: An ontology and human-labeled dataset for audio events,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:38.770992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3c13d0e1-1e4c-4b56-8b90-b96052288b6d · outbound

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

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T20:28:34.828736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ea7cfa5-d2df-4229-8e76-ac37763d11eb · outbound

This paper cites Esc: Dataset for environmental sound classifica- tion,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Esc: Dataset for environmental sound classifica- tion,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:38.503231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 50fd7244-3494-4c5f-b670-bd941b5c9b5f · outbound

This paper cites Ast: Audio spectrogram transformer,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Ast: Audio spectrogram transformer,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:38.159983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9d31c932-05e0-4a4b-a4eb-330476e18091 · outbound

This paper cites Attention bottlenecks for multimodal fusion,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Attention bottlenecks for multimodal fusion,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:37.850107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 511bcd7e-44eb-4d14-8f1b-9b4958906c96 · outbound

This paper cites Effi- cient training of audio transformers with patchout,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Effi- cient training of audio transformers with patchout,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:37.484722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 20bae886-755b-4177-b485-246e717883e9 · outbound

This paper cites Conformer-based self-supervised learning for non- speech audio tasks,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Conformer-based self-supervised learning for non- speech audio tasks,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:37.127599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b9464ad4-038e-4b8f-b1a1-82856d3e764e · outbound

This paper cites Adam: A method for stochastic opti- mization,.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Adam: A method for stochastic opti- mization,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:28:36.766015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 8dafb6f8-cc68-4304-a0d1-eb76830be4ab · inbound