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Paper Citation Record · LEDGER

The Search for Squawk: Agile Modeling in Bioacoustics

As of 19 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 6 inbound Pith citation observations for arXiv:2505.03071.

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

pith.paper-citation-record.v1
2505.03071 v4

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:05:25.860855Z

measured 77 of 77 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:24:11.058087Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T02:26:27.409307Z

Reference resolution

71 of 71 outbound references displayed

  • verified exact16
  • verified fuzzy38
  • unresolved10
  • parse uncertain0
  • malformed identifier5
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 64276cbc-e2b6-44e7-910e-c5b48c2deb84 · outbound

This paper cites Real-time bioacoustics monitoring and automated species identification.

The Search for Squawk: Agile Modeling in Bioacoustics Real-time bioacoustics monitoring and automated species identification

Reference 1

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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 2026-08-19T06:32:44.657259+00:00.

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Observation a81db1da-bac8-4096-a563-1a1a009d5221 · outbound

This paper cites A convolutional neural network for automated detection of humpback whale song in a diverse, long-term passive acoustic dataset.

The Search for Squawk: Agile Modeling in Bioacoustics A convolutional neural network for automated detection of humpback whale song in a diverse, long-term passive acoustic dataset

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 4213cd98-5cc8-4f42-a239-758f96f1d610 · outbound

This paper cites The use of BirdNET embeddings as a fast solution to find novel sound classes in audio recordings.

The Search for Squawk: Agile Modeling in Bioacoustics The use of BirdNET embeddings as a fast solution to find novel sound classes in audio recordings

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 854ee8f5-a3d6-455e-bf63-1315a2ee050b · outbound

This paper cites Margin based active learning.

The Search for Squawk: Agile Modeling in Bioacoustics Margin based active learning

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 76f853bc-98c3-40bd-aa2c-29153cbebbae · outbound

This paper cites Coral restoration–A systematic review of current methods, successes, failures and future directions.

The Search for Squawk: Agile Modeling in Bioacoustics Coral restoration–A systematic review of current methods, successes, failures and future directions

Reference 5

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e3e0ae6c-6daf-4b8a-afb0-77ebd502d19c · outbound

This paper cites Scaling whale monitoring using deep learning: A human-in-the-loop solution for analyzing aerial datasets.

The Search for Squawk: Agile Modeling in Bioacoustics Scaling whale monitoring using deep learning: A human-in-the-loop solution for analyzing aerial datasets

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation aa81cf98-d027-4172-928c-d18e2d07c8f7 · outbound

This paper cites Habitat restoration restores underwater soundscapes and larval recruitment.

The Search for Squawk: Agile Modeling in Bioacoustics Habitat restoration restores underwater soundscapes and larval recruitment

Reference 7

Resolution
metadata mismatch
raw_fallback, observed 2026-08-16T00:05:26.658937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation cb5c6958-7585-4b1d-ae76-afff238ca47a · outbound

This paper cites A dataset for benchmarking Neotropical anuran calls identification in passive acoustic monitoring.

The Search for Squawk: Agile Modeling in Bioacoustics A dataset for benchmarking Neotropical anuran calls identification in passive acoustic monitoring

Reference 8

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation dad22740-45c6-47a7-bd61-499b992ff00d · outbound

This paper cites AnuraSet: A dataset for benchmarking Neotropical anuran calls identification in passive acoustic monitoring.

The Search for Squawk: Agile Modeling in Bioacoustics AnuraSet: A dataset for benchmarking Neotropical anuran calls identification in passive acoustic monitoring

Reference 9

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 3c14dac7-2320-4fbc-882f-449b29448c5f · outbound

This paper cites Effects of territorial damselfish on an algal-dominated coastal coral reef.

The Search for Squawk: Agile Modeling in Bioacoustics Effects of territorial damselfish on an algal-dominated coastal coral reef

Reference 10

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5375f647-aee6-4a3f-af31-1e8255cf808f · outbound

This paper cites A Closer Look at Few-shot Classification.

The Search for Squawk: Agile Modeling in Bioacoustics A Closer Look at Few-shot Classification

Reference 11

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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 2026-08-19T06:32:44.657259+00:00.

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Observation c1c22822-a259-4fc0-b5ea-c2371983879c · outbound

This paper cites Rebuilding marine life.

The Search for Squawk: Agile Modeling in Bioacoustics Rebuilding marine life

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 4ad9a8da-0dc5-4b44-8972-d22b4412677d · outbound

This paper cites AudioMAE.

The Search for Squawk: Agile Modeling in Bioacoustics AudioMAE

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 69f18479-9011-41bd-a1c5-e790fa306ac2 · outbound

This paper cites Fish and Wildlife Service.

The Search for Squawk: Agile Modeling in Bioacoustics Fish and Wildlife Service

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation acf53fdb-ba83-4caa-ac10-c34ca9645035 · outbound

This paper cites Audiovisual masked autoencoders.

The Search for Squawk: Agile Modeling in Bioacoustics Audiovisual masked autoencoders

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 63ae4ca1-a2cf-44c8-aaaf-07e1ddacbc77 · outbound

This paper cites Global birdsong embeddings enable superior transfer learning for bioacoustic classification.

The Search for Squawk: Agile Modeling in Bioacoustics Global birdsong embeddings enable superior transfer learning for bioacoustic classification

Reference 16

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6ed674aa-bd2b-4b67-9d83-bea1935e52de · outbound

This paper cites The Effect of Hemosporidian Infections on White-Crowned Sparrow Singing Behavior.

The Search for Squawk: Agile Modeling in Bioacoustics The Effect of Hemosporidian Infections on White-Crowned Sparrow Singing Behavior

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation b17d9b7b-8c17-4b16-8914-d1b9a72b2df2 · outbound

This paper cites Google Bird Vocalization Classifier: A global bird embedding and classification model.

The Search for Squawk: Agile Modeling in Bioacoustics Google Bird Vocalization Classifier: A global bird embedding and classification model

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation a7d269c2-3fd9-44d3-a6fb-ea94e161e438 · outbound

This paper cites SurfPerch: a domain-adapted model for classification of sounds in coral reefs.

The Search for Squawk: Agile Modeling in Bioacoustics SurfPerch: a domain-adapted model for classification of sounds in coral reefs

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 7801c97d-3889-4ec4-9608-616b0886d66d · outbound

This paper cites an unresolved cited work.

The Search for Squawk: Agile Modeling in Bioacoustics Unresolved cited work

Reference 20

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation b0c312a9-1aab-497b-a52e-5e96147913bf · outbound

This paper cites an unresolved cited work.

The Search for Squawk: Agile Modeling in Bioacoustics Unresolved cited work

Reference 21

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 801aed33-267b-49b7-bfbc-5058046aaf51 · outbound

This paper cites Accelerating large-scale inference with anisotropic vector quantization.

The Search for Squawk: Agile Modeling in Bioacoustics Accelerating large-scale inference with anisotropic vector quantization

Reference 22

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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 2026-08-19T06:32:44.657259+00:00.

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Observation f55bab7a-bcf8-4d63-b1c3-eba0b22e8791 · outbound

This paper cites BEANS: The benchmark of animal sounds.

The Search for Squawk: Agile Modeling in Bioacoustics BEANS: The benchmark of animal sounds

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:27.007105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation ad95f1ee-32c2-4447-b11f-d8c45136e9aa · outbound

This paper cites Jetstream2: Accelerating cloud computing via Jetstream.

The Search for Squawk: Agile Modeling in Bioacoustics Jetstream2: Accelerating cloud computing via Jetstream

Reference 24

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 15e69a45-262b-452e-a5bc-313235af5f64 · outbound

This paper cites Demographic Consequences of Phenological Shifts in Response to Climate Change.

The Search for Squawk: Agile Modeling in Bioacoustics Demographic Consequences of Phenological Shifts in Response to Climate Change

Reference 25

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 4879fedd-ae73-4e08-9413-2972bad00c7d · outbound

This paper cites The IUCN Red List of Threatened Species.

The Search for Squawk: Agile Modeling in Bioacoustics The IUCN Red List of Threatened Species

Reference 26

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 291cb12c-1ab8-4fe2-82f6-bffc2f308d6d · outbound

This paper cites BirdNET: A deep learning solution for avian diversity monitoring.

The Search for Squawk: Agile Modeling in Bioacoustics BirdNET: A deep learning solution for avian diversity monitoring

Reference 27

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 3c4255da-7943-4a69-90ae-2b4e84e6a5bd · outbound

This paper cites Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordings.

The Search for Squawk: Agile Modeling in Bioacoustics Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordings

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.972280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 682fc878-476c-4e59-b2c1-b69b99677f51 · outbound

This paper cites Leveraging transfer learning and active learning for data annotation in passive acoustic monitoring of wildlife.

The Search for Squawk: Agile Modeling in Bioacoustics Leveraging transfer learning and active learning for data annotation in passive acoustic monitoring of wildlife

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.960789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 38268623-4e01-46dc-841c-fc701967a504 · outbound

This paper cites Forest Bird Populations at the Big Island National Wildlife Refuge Complex, Hawai‘i.

The Search for Squawk: Agile Modeling in Bioacoustics Forest Bird Populations at the Big Island National Wildlife Refuge Complex, Hawai‘i

Reference 30

Resolution
malformed identifier
doi_truncated, observed 2026-08-16T00:05:26.204849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 69b54846-5b1a-41a4-8c7a-f8000b42bf02 · outbound

This paper cites Active learning for classifying long-duration audio recordings of the environ- ment.

The Search for Squawk: Agile Modeling in Bioacoustics Active learning for classifying long-duration audio recordings of the environ- ment

Reference 31

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 984f0ebd-3348-4c17-91cd-76b79b3bc2b5 · outbound

This paper cites HydroMoth: Testing a Prototype Low-Cost Acoustic Recorder for Aquatic Environments.

The Search for Squawk: Agile Modeling in Bioacoustics HydroMoth: Testing a Prototype Low-Cost Acoustic Recorder for Aquatic Environments

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.935732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 2ce14952-6ccb-44d9-aeb6-0c89c0eec489 · outbound

This paper cites The sound of recovery: Coral reef restoration success is detectable in the soundscape.

The Search for Squawk: Agile Modeling in Bioacoustics The sound of recovery: Coral reef restoration success is detectable in the soundscape

Reference 33

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 035d82c2-047a-45c9-b0b3-f8271f11d90d · outbound

This paper cites Active Learning-Based Species Range Estimation.

The Search for Squawk: Agile Modeling in Bioacoustics Active Learning-Based Species Range Estimation

Reference 34

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation c9748bbe-4c3c-4ea0-a39d-ff3982e0063a · outbound

This paper cites A pipeline for identification of bird and frog species in tropical soundscape recordings using a convolutional neural network.

The Search for Squawk: Agile Modeling in Bioacoustics A pipeline for identification of bird and frog species in tropical soundscape recordings using a convolutional neural network

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.893410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.725951Z digest=sha256:40c82f8a5c45e793199674c1c196479db28661b98ec37501f6d61ce0388ed65c

Observation a491907f-2b46-4617-86cc-a6f5042000af · outbound

This paper cites Hawaii Creeper (Loxops mana), version 1.0.

The Search for Squawk: Agile Modeling in Bioacoustics Hawaii Creeper (Loxops mana), version 1.0

Reference 36

Resolution
verified exact
doi, observed 2026-08-16T00:05:26.192057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.729611Z digest=sha256:e6c517d968e76b7818b7a465e47a60815b244faffe281a3543156e3bda7faed3

Observation 3cebd2e8-888f-46e5-95b2-3ea4db3fa958 · outbound

This paper cites Active Few-Shot Learning for Rare Bioacoustic Feature Annotation.

The Search for Squawk: Agile Modeling in Bioacoustics Active Few-Shot Learning for Rare Bioacoustic Feature Annotation

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.880981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.733508Z digest=sha256:56959c982ccbe350c0b73a77f2d48204c42f032a1d3135598a037d7b7520fea5

Observation aa28a016-b422-4a8a-9980-bc77f40f6986 · outbound

This paper cites Patterns of biophonic periodicity on coral reefs in the Great Barrier Reef.

The Search for Squawk: Agile Modeling in Bioacoustics Patterns of biophonic periodicity on coral reefs in the Great Barrier Reef

Reference 38

Resolution
verified exact
doi, observed 2026-08-16T00:05:26.180077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.737437Z digest=sha256:0e318ddd920eee9aa41011c2e927c7f20bb7bd09362f5e30928aca458a3ae157

Observation c7963bcb-48be-4481-bd78-6dcfa7453c49 · outbound

This paper cites Birds, bats and beyond: evaluating generalization in bioacoustics models.

The Search for Squawk: Agile Modeling in Bioacoustics Birds, bats and beyond: evaluating generalization in bioacoustics models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-16T00:05:25.741336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:05:25.741336Z digest=sha256:b94ceae38dd40b655e4aa2563b90819eb71f5687e2b8d00484bb6796de9683df

Observation c0bdc28e-e75f-41ac-98ad-4a5e95883d29 · outbound

This paper cites SoundGarden: Applying healthy soundscapes to support coral reef restoration.

The Search for Squawk: Agile Modeling in Bioacoustics SoundGarden: Applying healthy soundscapes to support coral reef restoration

Reference 40

Resolution
verified exact
doi, observed 2026-08-16T00:05:26.166479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.745155Z digest=sha256:4a787d195fd6f09b0ea70222df8874b1842e92dc0d5e2695da02e748e3b2d29a

Observation 1ba87045-4ef7-4177-bf1a-6b424e0b6bac · outbound

This paper cites Machine learning analysis reveals relationship between pomacentrid calls and environmental cues.

The Search for Squawk: Agile Modeling in Bioacoustics Machine learning analysis reveals relationship between pomacentrid calls and environmental cues

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.868984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.749208Z digest=sha256:da4674918bd19fd982a7f7c8588774b49829f407233fca37c659c72255ca4038

Observation ebb797e0-9192-4332-a2d2-fc5589053467 · outbound

This paper cites A collection of fully-annotated soundscape recordings from the Island of Hawai’i (Version 1).

The Search for Squawk: Agile Modeling in Bioacoustics A collection of fully-annotated soundscape recordings from the Island of Hawai’i (Version 1)

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-16T00:05:25.756760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:05:25.756760Z digest=sha256:8f2b2b584ab132641d94074b2e5f2ae315f18f4251d6a588619a94734d7f58c4

Observation 3c6e1081-54f6-4395-bd34-470f195cdc36 · outbound

This paper cites All Thresholds Barred: Direct Estimation of Call Density in Bioacoustic Data.

The Search for Squawk: Agile Modeling in Bioacoustics All Thresholds Barred: Direct Estimation of Call Density in Bioacoustic Data

Reference 44

Resolution
metadata mismatch
raw_fallback, observed 2026-08-16T00:05:26.334233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.760486Z digest=sha256:f2d827274843bd0aaee204d59e6fda874ea420889c546e635c51dd66f5bdfb42

Observation 3c09fc21-7d0f-4e5c-9562-bafa12985735 · outbound

This paper cites Raven Pro: Interactive Sound Analysis Software.

The Search for Squawk: Agile Modeling in Bioacoustics Raven Pro: Interactive Sound Analysis Software

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.857185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.764152Z digest=sha256:5f2cb0584c8f985d52879750152f06029b689d4fe0359206e1fe410edc275488

Observation 7e2be652-192e-4635-8df1-f65e06e7147f · outbound

This paper cites an unresolved cited work.

The Search for Squawk: Agile Modeling in Bioacoustics Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:05:26.845627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.767957Z digest=sha256:54efa887dd1b30834b259f387535a82398e722d3667992e9d1bf375829613318

Observation 3cdf3135-83c8-4df0-8ee5-5dad8b2a3110 · outbound

This paper cites Specialization in habitat use by coral reef damselfishes and their susceptibility to habitat loss.

The Search for Squawk: Agile Modeling in Bioacoustics Specialization in habitat use by coral reef damselfishes and their susceptibility to habitat loss

Reference 47

Resolution
verified exact
doi, observed 2026-08-16T00:05:26.146398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.771798Z digest=sha256:f7341a47734220f424bacbfc5744c656d0baa40018174cfa44b03f871b773973

Observation 40a591bc-2a1f-44ce-8b44-a81668935ea1 · outbound

This paper cites Akiapolaau (Hemignathus wilsoni), version 1.0.

The Search for Squawk: Agile Modeling in Bioacoustics Akiapolaau (Hemignathus wilsoni), version 1.0

Reference 48

Resolution
verified exact
doi, observed 2026-08-16T00:05:26.133287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.775591Z digest=sha256:91e7e36cf5cc7a28e174077ae09737363eb7fc0e626dbaf37e18e7459fe34915

Observation f249371a-90a7-4746-97b7-d4b75335187d · outbound

This paper cites Active learning for bird sound classification via a kernel-based extreme learning machine.

The Search for Squawk: Agile Modeling in Bioacoustics Active learning for bird sound classification via a kernel-based extreme learning machine

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.834010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.779526Z digest=sha256:6bbe4167f3d2dedc130f278d359512c2caf9060e0abdf66a51783ea6b62937c2

Observation 8cea62e7-6967-4c1e-9e23-c5f18d60752e · outbound

This paper cites Fish sounds of photic and mesophotic coral reefs: variation with depth and type of island.

The Search for Squawk: Agile Modeling in Bioacoustics Fish sounds of photic and mesophotic coral reefs: variation with depth and type of island

Reference 50

Resolution
verified exact
doi, observed 2026-08-16T00:05:26.120408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.784035Z digest=sha256:244edce1e7c6ebd49e5e2afb1c92845d96ac6a78a3bac6f1285c246e1e8a12cf

Observation c5269cbb-5e83-4d45-a946-adf528fbbdde · outbound

This paper cites Timing of breeding and molting in six species of Hawaiian honeycreepers.

The Search for Squawk: Agile Modeling in Bioacoustics Timing of breeding and molting in six species of Hawaiian honeycreepers

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.820464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.787883Z digest=sha256:97e35118bbe55ad22f892e8054b2468335c1ce872ac352bff23bd3235970f7ce

Observation 0ee7ec34-3a3f-480c-a112-fd82a3367c48 · outbound

This paper cites Aspects of the Life History and Foraging Ecology of the Endangered Akiapolaau.

The Search for Squawk: Agile Modeling in Bioacoustics Aspects of the Life History and Foraging Ecology of the Endangered Akiapolaau

Reference 52

Resolution
verified exact
doi, observed 2026-08-16T00:05:25.984690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.791578Z digest=sha256:5caa1550c06f27d34b91d1f6877cb2802d3e86599edbd3565adfa11e033c1c7a

Observation 64be4a45-c931-4c28-9031-f67894c62e00 · outbound

This paper cites The Epizootiology and Ecological Significance of Malaria in Hawaiian Land Birds.

The Search for Squawk: Agile Modeling in Bioacoustics The Epizootiology and Ecological Significance of Malaria in Hawaiian Land Birds

Reference 53

Resolution
verified exact
doi, observed 2026-08-16T00:05:25.972738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.795224Z digest=sha256:ae6fb2d2b78dc1cb14c5962a8b8deb924af80cc2d4cb3e19bb4d13bf02061c61

Observation ae9223bc-f9fc-4c6a-9b07-d08afe250291 · outbound

This paper cites Homeward sound.

The Search for Squawk: Agile Modeling in Bioacoustics Homeward sound

Reference 54

Resolution
malformed identifier
raw_fallback, observed 2026-08-16T00:05:26.808336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.799027Z digest=sha256:0a302dd9fe46e6be5e4042bce0803e6ae9193705042a9f27b8ae17e35277e435

Observation f2a07bf4-bc04-4c57-8133-66372e17afad · outbound

This paper cites Indonesia: Mars Assisted Reef Restoration System.

The Search for Squawk: Agile Modeling in Bioacoustics Indonesia: Mars Assisted Reef Restoration System

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.795865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.802662Z digest=sha256:be5c1af6da653129fe0078c5ed9e7d559553453684d7b2245caa690ed62381de

Observation 3b4a0568-798d-457a-8329-11d54b62f4d3 · outbound

This paper cites Using power analysis and spatial prioritization to evaluate the design of a for- est bird monitoring programme.

The Search for Squawk: Agile Modeling in Bioacoustics Using power analysis and spatial prioritization to evaluate the design of a for- est bird monitoring programme

Reference 56

Resolution
verified exact
doi, observed 2026-08-16T00:05:25.960676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.806449Z digest=sha256:b1d520d6fe996a9d07c9b52385e7cdc0c6e46f9c6688a6d81cbd0f9a9ca050f3

Observation 02f64b6e-b7ca-40a0-8db4-dff82e478149 · outbound

This paper cites Computational bioacoustics with deep learning: a review and roadmap.

The Search for Squawk: Agile Modeling in Bioacoustics Computational bioacoustics with deep learning: a review and roadmap

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.782963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.810151Z digest=sha256:2ad0a8011bcd74607d17a410852f51c08ccf4fec0206fc10fa34f5276a581eec

Observation 4c9c7b91-c444-4720-b712-9df7334cbcf2 · outbound

This paper cites Agile modeling: From concept to classifier in minutes.

The Search for Squawk: Agile Modeling in Bioacoustics Agile modeling: From concept to classifier in minutes

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.769718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.813568Z digest=sha256:f02c14af51f90ce7d7fc8eaec4113ebb06a72f3c59bcf13276e3a496bf9b611e

Observation 03f309ed-c72e-4dfe-8edb-0b73cc73bce1 · outbound

This paper cites Terrestrial passive acoustic monitoring: review and perspectives.

The Search for Squawk: Agile Modeling in Bioacoustics Terrestrial passive acoustic monitoring: review and perspectives

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.757387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.817386Z digest=sha256:77174275dc2998a949fe50850298ea07ed340ad1778f3406288eb0129ae9cb6e

Observation 511557a3-2f98-4099-b975-1d7344f70c32 · outbound

This paper cites R: A language and environment for statistical computing.

The Search for Squawk: Agile Modeling in Bioacoustics R: A language and environment for statistical computing

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.743752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.820911Z digest=sha256:2961ccf179776c79c1b483643d2f6f0220d32e50d1d1960fd33bd2bf1bf013e2

Observation 0d8e4785-34c9-4f1d-895e-32cb7bfd5c75 · outbound

This paper cites Bioacoustic monitoring of animal vocal behavior for conservation.

The Search for Squawk: Agile Modeling in Bioacoustics Bioacoustic monitoring of animal vocal behavior for conservation

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-16T00:05:25.824527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:05:25.824527Z digest=sha256:62fa97cf6b4209078ae33a0b47d958a40c592c81ca5431ce92335b69a0a22bc7

Observation 0b31e127-3bc3-4a95-ac85-300fcdee78a0 · outbound

This paper cites Stable detection frequency of the threatened Christmas Island Boobook Ninox natalis, 2012–2022.

The Search for Squawk: Agile Modeling in Bioacoustics Stable detection frequency of the threatened Christmas Island Boobook Ninox natalis, 2012–2022

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.730928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.828310Z digest=sha256:2714246226404ff3d0ed47781c8763c576f4877394eec2f7fada30729e7a93c5

Observation 50e7879c-3ca3-4b82-bcd6-e824c70e4c8f · outbound

This paper cites Breeding Biology and Territoriality of the Hawaii Creeper.

The Search for Squawk: Agile Modeling in Bioacoustics Breeding Biology and Territoriality of the Hawaii Creeper

Reference 63

Resolution
verified exact
doi, observed 2026-08-16T00:05:25.939811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.831920Z digest=sha256:59e475031b0a15dd1cda7a66557ce8da538a67be1337a87c4e866c9fceaf8c8a

Observation 5e929567-86ad-4e7b-92e7-08310eed3c35 · outbound

This paper cites Xeno-canto - Bird sounds from around the world.

The Search for Squawk: Agile Modeling in Bioacoustics Xeno-canto - Bird sounds from around the world

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-16T00:05:25.835666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:05:25.835666Z digest=sha256:b780e6c2d13200c394ccafd249e530316caa947f59d57561bfc1eab09e3ba777

Observation 3a491f68-f6b2-42f1-bef9-9e9b0f9158cf · outbound

This paper cites Impacts of “Reef Star.

The Search for Squawk: Agile Modeling in Bioacoustics Impacts of “Reef Star

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.718210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.839169Z digest=sha256:8558cbea850adb4d68ad1e879bb07b28bd284a6cae90c9d33584621a514c1513

Observation 3a5e29e1-bcae-48e2-8fe4-bf1a2f22a18f · outbound

This paper cites Frustratingly Simple Few-Shot Object Detection.

The Search for Squawk: Agile Modeling in Bioacoustics Frustratingly Simple Few-Shot Object Detection

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.704404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.842688Z digest=sha256:af08a10a328e66f8f6631c81b746f88bae17d6a3c94d6c56699175b07f46a08f

Observation 48b11ff3-ff33-48c3-8b19-b54a893e0972 · outbound

This paper cites The Role of Introduced Diseases in the Extinction of the Endemic Hawaiian Avifauna.

The Search for Squawk: Agile Modeling in Bioacoustics The Role of Introduced Diseases in the Extinction of the Endemic Hawaiian Avifauna

Reference 67

Resolution
verified exact
doi, observed 2026-08-16T00:05:25.919160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.846545Z digest=sha256:3cd7ef2f36ccc210bc56508f7214a5ad57d9662ffdafedcbef989acfa8f22f10

Observation 2303d9aa-2b7c-4dde-90cc-dae1a485abad · outbound

This paper cites Audio tagging of avian dawn chorus recordings in California, Oregon and Washington.

The Search for Squawk: Agile Modeling in Bioacoustics Audio tagging of avian dawn chorus recordings in California, Oregon and Washington

Reference 68

Resolution
verified exact
doi, observed 2026-08-16T00:05:25.905717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.850114Z digest=sha256:b0adc083e82766d18dbe5a457a34c2037fb9174ad246ecc1d5915b46697d4f0e

Observation 3a26d154-e0dd-4893-ab4e-47c7fa885336 · outbound

This paper cites Audio tagging of avian dawn chorus recordings in California, Oregon, and Washington.

The Search for Squawk: Agile Modeling in Bioacoustics Audio tagging of avian dawn chorus recordings in California, Oregon, and Washington

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-16T00:05:25.853815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:05:25.853815Z digest=sha256:190507d30df7d3f53bb085fb7138d9030db25ab43e60b2658fbc64a761626157

Observation 8771286e-ecfe-4509-bc28-c4b39e418048 · outbound

This paper cites Large-scale coral reef rehabilitation after blast fishing in Indonesia.

The Search for Squawk: Agile Modeling in Bioacoustics Large-scale coral reef rehabilitation after blast fishing in Indonesia

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.688714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T00:05:25.857497Z digest=sha256:06a1e9e8a28b2db9ed3e983819d37f66ff9a1e6d248b289bdbeda29c88cad40c

Observation 6bf56085-94cd-4567-ac8f-956aee0e5b2d · outbound

This paper cites Song dialects in the yellowhammer Emberiza citrinella: bioacoustic variation between and within dialects.

The Search for Squawk: Agile Modeling in Bioacoustics Song dialects in the yellowhammer Emberiza citrinella: bioacoustic variation between and within dialects

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:05:26.673893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation d3c3f136-8bd6-4662-abbe-5a96e6135e02 · outbound

This paper cites an unresolved cited work.

The Search for Squawk: Agile Modeling in Bioacoustics Unresolved cited work

Reference 310

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verified exact
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Source-reported events for the cited work

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Pith citing papers

Observation fddd3178-991f-48e9-bd46-338774587033 · inbound

Adversarial Training Improves Generalization Under Distribution Shifts in Bioacoustics cites this paper.

Adversarial Training Improves Generalization Under Distribution Shifts in Bioacoustics The Search for Squawk: Agile Modeling in Bioacoustics

Reference 74

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b7e3d769-5139-4159-9318-e570d6f377cf · inbound

Deformation Driven Suction Cups: A Mechanics-Based Approach to Wearable Electronics cites this paper.

Deformation Driven Suction Cups: A Mechanics-Based Approach to Wearable Electronics The Search for Squawk: Agile Modeling in Bioacoustics

Reference 6

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bd820463-8df8-4fcd-bfda-0b44c45647fa · inbound

AVEX: What Matters for Animal Vocalization Encoding cites this paper.

AVEX: What Matters for Animal Vocalization Encoding The Search for Squawk: Agile Modeling in Bioacoustics

Reference 7

Resolution
verified exact
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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Ecologically-Constrained Task Arithmetic for Multi-Taxa Bioacoustic Classifiers Without Shared Data cites this paper.

Ecologically-Constrained Task Arithmetic for Multi-Taxa Bioacoustic Classifiers Without Shared Data The Search for Squawk: Agile Modeling in Bioacoustics

Reference 11

Resolution
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Source-reported events for the cited work

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Observation b6ebc0b7-dd98-428c-b831-fd35d245c954 · inbound

Finding Needles in the Haystack: Transductive Active Labeling in Ecology cites this paper.

Finding Needles in the Haystack: Transductive Active Labeling in Ecology The Search for Squawk: Agile Modeling in Bioacoustics

Reference 7

Resolution
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arxiv_id, observed 2026-07-02T02:26:27.410781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation dabfe32e-4b4f-41e7-be47-1cc39fbe186d · inbound

Finding Needles in the Haystack: Transductive Active Labeling in Ecology cites this paper.

Finding Needles in the Haystack: Transductive Active Labeling in Ecology The Search for Squawk: Agile Modeling in Bioacoustics

Reference 5

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T07:55:31.253011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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