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Paper Citation Record · LEDGER

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025

As of 7 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 2 inbound Pith citation observations for arXiv:2507.08236.

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

pith.paper-citation-record.v1
2507.08236 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:28:31.303030Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T02:03:40.886862Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

20 of 20 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d76c18ef-9eb4-445c-a2c2-4a556b29bd2d · outbound

This paper cites an unresolved cited work.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:33.559659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 013bf35c-daba-4b59-a54f-14bf7d81cd51 · outbound

This paper cites Picek, S.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 Picek, S

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:28:33.390154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation e0d1ce20-8a40-420b-9f0c-3711ac4b1040 · outbound

This paper cites Ghani, T.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 Ghani, T

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:28:33.170423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation e43fbf4c-34bc-42b8-9d5f-4f8eab8d84a7 · outbound

This paper cites Williams, B.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 Williams, B

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:28:32.998174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T18:28:30.034516Z digest=sha256:64ce274c40144df5161884c2cc013f5017e1d54bc2ebb69a811e206bfd458ae4

Observation 85fc4627-a1cd-44f4-8a37-1117974a664f · outbound

This paper cites an unresolved cited work.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:32.778164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation f40290b9-7e8c-47aa-8d0f-e5f92ae36c5a · outbound

This paper cites Miyaguchi, A.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 Miyaguchi, A

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:28:32.635940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T18:28:30.216957Z digest=sha256:e8ccda368af46f575d1df3ea8238809f802fd71d8cd2f39ef05aaed80711048c

Observation c2fefea6-c362-4b77-a9d6-e5da99af7fa5 · outbound

This paper cites SoundStream: An End-to-End Neural Audio Codec.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 SoundStream: An End-to-End Neural Audio Codec

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:30.286712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 865cb0bd-7525-41ed-a05d-4ea6d4a09d08 · outbound

This paper cites High Fidelity Neural Audio Compression.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 High Fidelity Neural Audio Compression

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:30.349709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:28:30.349709Z digest=sha256:13ee17338f40dc2d3606fcf7df1ce6bb3db3229d7e31cdcddf6886eb3d3b7689

Observation e1937707-8601-447c-90c8-5b67159bf7f5 · outbound

This paper cites Baevski, Y.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 Baevski, Y

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:28:32.529361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T18:28:30.410854Z digest=sha256:aeff5d136d36330ad65db0dbaf92b86734234bec73717a9dc4c9d7f3825ec1e7

Observation 89738db7-2df6-48db-ad41-4873d1bc6c14 · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 Efficient Estimation of Word Representations in Vector Space

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:30.479538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:28:30.479538Z digest=sha256:1a466c8a6d791fb8d293fc9b54c7fba7f60818b156eaff7aa6e3432583ca6e5b

Observation a4f37254-03b9-4fce-bd8d-d8d9a00fb950 · outbound

This paper cites Borsos, R.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 Borsos, R

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:30.571064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:28:30.571064Z digest=sha256:ca431e2fa822c9db429b31186caf65290b0d3c26bbbc0e2cdde1068e1e731a1b

Observation c40a0685-e1a7-47c2-acfb-cd88f7a9a5fd · outbound

This paper cites an unresolved cited work.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:32.407536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T18:28:30.680365Z digest=sha256:45dc6204746dbc5bb65a27533690ed161b3694ebd36bb807150bba09ada15a1e

Observation 3f8d501b-8056-4238-b543-0aad9651cada · outbound

This paper cites Davis, P.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 Davis, P

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:30.743566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:28:30.743566Z digest=sha256:1307e601dfed222d1ea0bc0e50597d70fb5b5cd6a4794be1949695a4107a3663

Observation c0933eca-9366-4876-8c49-13dec80e4ea5 · outbound

This paper cites The Faiss library.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 The Faiss library

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:30.850625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:28:30.850625Z digest=sha256:7b699dbfb37289d18fe63d7028bf8e29550102ede766b5322bc05b0b929481fc

Observation 14ceff7b-e1bb-408c-93f9-36c74ad839d2 · outbound

This paper cites Řehůřek, P.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 Řehůřek, P

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:28:32.256574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T18:28:30.930892Z digest=sha256:9792fcbde59dcdb3fa4a87eee0b2d24af3d277c0974994ff503471784622f2cd

Observation d835a020-aa30-487a-816a-5f1842cb3952 · outbound

This paper cites Caselles-Dupré, F.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 Caselles-Dupré, F

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:28:32.122799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T18:28:31.025366Z digest=sha256:3a2770400627d695f8d62279f3aff18da14b8989003057489fbaf5260c08c205

Observation 565a3477-8faa-4925-86cb-0da90c5588b9 · outbound

This paper cites BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:31.081899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:28:31.081899Z digest=sha256:77ad2a0f5ddc4e1f2f407f2d3df3b8f5da64fd44020b16b0ce783fac640b4622

Observation d603d741-3c2f-41ab-a5f6-43f040f76670 · outbound

This paper cites Vaswani, N.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 Vaswani, N

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:31.157727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:28:31.157727Z digest=sha256:5eda36ae720cdfa8fce4a747ba7dc19498ac2d3ac4f69b313c8c5328b1e8c420

Observation a70e165d-d0c5-44ee-93d5-d1658519d211 · outbound

This paper cites Tulkens, T.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 Tulkens, T

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:28:31.970317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T18:28:31.216947Z digest=sha256:52bbc50abc862fb7b5181afee16a2cbe4379809f441aee3080268542f11bc612

Observation a1b05f46-745a-4958-bbca-23fdff686907 · outbound

This paper cites URL: http://www.

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025 URL: http://www

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:28:31.816377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T18:28:31.303030Z digest=sha256:27b09961c713f87d33339f0b2f5e8a863531e9e8f00d3028077d6ac0b5163559

Pith citing papers

Observation f1f6b55f-9e78-4465-8247-92019565a776 · inbound

Mixture-Constrained Max Pooling Improves Separation-Based Bird Species Classification cites this paper.

Mixture-Constrained Max Pooling Improves Separation-Based Bird Species Classification Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-12T04:02:06.839900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T04:02:06.839900Z digest=sha256:82ab50512befc22705710a37ea7973543adf3d12efcb520b979f8732064b2723

Observation 39e4c598-e85f-4b2b-954e-30b734bfdb0c · inbound

Can Tokens Compete? Token Representations against Supervised CNN Backbones for BirdCLEF+ 2026 cites this paper.

Can Tokens Compete? Token Representations against Supervised CNN Backbones for BirdCLEF+ 2026 Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-02T02:03:40.886862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T02:03:40.886862Z digest=sha256:bac26cdb0d72852c713e0d3c4e4b7384854ea08944a9d4442f124ecf346a30bc