Pith. sign in

Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:28:29.828507Z digest=sha256:7d3332ed31656c0527350954087a3e97a4cf0c7d2c8e3a2c6e41d4eb681c235e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:28:29.895630Z digest=sha256:8125101e6255f9be1101812dd9233506cf57d0a8c38ae1f9bd0bc9f9dc2f65ec

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:28:29.945663Z digest=sha256:9f97245587197dd780ba1a9aad1f753cb973e3df92e522c5853b82d163ecdab6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:28:30.034516Z digest=sha256:26e41a97829b09d85c7486729b596c6674cd60135ddd8895d505c6a6dc0964d9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:28:30.151605Z digest=sha256:942d7ac92cf8bb9e1598a0b63967284c45c1848635dbdd5bef3a130f7d051a24

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:28:30.216957Z digest=sha256:ffc55294c4c7e97d9e7d8adc0549d6bc2203ebf1dbbe55db666b31e3479f0e81

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.

source=pdf_text observed=2026-08-06T18:28:30.286712Z digest=sha256:5a377c6f9de00a4923b288b4ed0f15293f480819db54ab5cd36bbbfd4b470d99

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:e4c8814ac009627a36ec7736c3ac15a1ca05db8fd629a27ad968e2fb85d1ac7d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:28:30.410854Z digest=sha256:bc25619d39ff710ed48a7968e85b6d2ca20d19edd2d8eca7ef641fce03148ae8

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=sha256:592868dd5fae9a4dbc778d85c490a5fd682c28b992c7384d17645a9b13ff15b4

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=sha256:7df0d3c654783843a3aa5feb9651bf060c347c348484ab48f620662e49d2e629

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:28:30.680365Z digest=sha256:3bb781cedfbd8aab70d34b626c1a37390c4eb8765ec0bb35cffb214e2290ea4c

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:a5a694d2417d4cd4561601c688d1679ba227cacb7dccb6b4a17fa2b5c801e17d

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=sha256:0f0835d259979cce43c4cbd976a23880847450da80b36d4a8371d05f48b9f030

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:28:30.930892Z digest=sha256:60888e6f79d835590524c1532154bba8ad271daadd335c63af38e3cff2c3c10c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:28:31.025366Z digest=sha256:3a49391e306e6b3480f0c92fe5ae6c136307d125e64cc9d627c8afaeaf1d252e

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=sha256:2d143d5316352323c8ff8de3f950a63ae85785b1a46a58eb89f3a66cca8e9e15

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:d901c9b6332329625f1a554901d5130b828e568eff44da5f2b2ec5bb4ccd7bfd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:28:31.216947Z digest=sha256:d8e86d1bd461b9e71a3e0c8c1ea2dfae2e77594ac749e27b50e390393e39d780

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:28:31.303030Z digest=sha256:c28baebf03d758ef5fec34c2a0d9c83be9235fe672bf1d5d510c32fdafb4ee73

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:fccba42f898c6f4e2b114cb62c60fb232dcbf8552c0dac89fd8bc2c1484d6c3d

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=sha256:8dda2c4ad52d607537fc92fc102532e8ad66554988a1f38c54757871042e7a73