GMWM

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-17.)

GMWM has 50 facts recorded in Dontopedia across 1 reference, with 11 live disagreements.

50 facts·25 predicates·1 sources·11 in dispute

Mostly:has auc score on task(10), tp:verdict reason(5), excludes class(4)

Full Name`fullName`

Google multispecies whale model^[1]all time · tp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

Has Auc Score on Taskin dispute`hasAucScoreOnTask`

0.89^[1]sourceall time · tp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims
0.914^[1]sourceall time · tp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims
0.764^[1]sourceall time · tp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims
0.821^[1]sourceall time · tp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims
0.936^[1]sourceall time · tp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims
0.954^[1]sourceall time · tp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims
0.868^[1]sourceall time · tp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims
0.917^[1]sourceall time · tp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims
0.823^[1]sourceall time · tp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims
0.855^[1]sourceall time · tp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

Inbound mentions (8)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

`comparesPerformanceOf`Compares Performance of(2)

Model Comparisonex:model-comparison
Study Comparisonex:study-comparison

`hasDataContamination`Has Data Contamination(2)

Task Noaa Pipan K16ex:task-noaa-pipan-k16
Task Noaa Pipan K8ex:task-noaa-pipan-k8

`outperforms`Outperforms(1)

Perch 2.0ex:perch-2.0

`outperformsOnCetaceanTasks`Outperforms on Cetacean Tasks(1)

Perch 2.0ex:perch-2.0

`partiallySeenForModel`Partially Seen for Model(1)

Dclde 2026ex:dclde-2026

`transferPerformanceWorseThan`Transfer Performance Worse Than(1)

Gmwmex:gmwm

Other facts (37)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

37 facts

Predicate	Value	Ref
Tp:verdict Reason	The dataset or training/evaluation relationship is grounded in the staged manuscript.	[1]
Tp:verdict Reason	The claimed model property matches the parsed model-property table in the staged manuscript.	[1]
Tp:verdict Reason	The reported AUC value is present in Table 2, but it was not recomputed from audio, labels, embeddings, and the few-shot sampling protocol.	[1]
Tp:verdict Reason	The claim is source-grounded, but the unit's executable recomputation requirement is blocked by missing experiment artifacts.	[1]
Tp:verdict Reason	The manuscript states the visualization interpretation, but no embeddings or figure-generation data are available for quantitative verification.	[1]
Excludes Class	Sei Whale	[1]
Excludes Class	Anthropomorphic Noise	[1]
Excludes Class	Unknown Whale	[1]
Excludes Class	Sei Whales	[1]
Rdf:type	Model	[1]
Rdf:type	Embedding Model	[1]
Has Sample Rate	24000	[1]
Has Sample Rate	24	[1]
Has Model Parameter Count	4.1M	[1]
Has Model Parameter Count	4.1	[1]
Poor Performance Reason	Overfitting to Microphone	[1]
Poor Performance Reason	Overfitting to Training Characteristics	[1]
Described in	Allen Et Al 2024	[1]
Described in	Harvey Et Al 2024	[1]
Published by	Allen Et Al 2024	[1]
Published by	Harvey Et Al 2024	[1]
Tp:simulation Verdict	reproduced	[1]
Tp:simulation Verdict	inconclusive	[1]
Has Window Size	3	[1]
Has Embedding Dimension	1280	[1]
Trained on Taxa	Whales	[1]
Has Alias	GMWM	[1]
Trained on Dataset	Noaa Pipan	[1]
Trained on Class	Killer Whale	[1]
Has Performance	0.612	[1]
Evaluation Mode	Gmwm Off the Shelf	[1]
Few Shot Performance	0.954	[1]
Transfer Performance Worse Than	Gmwm	[1]
Has Training Taxa	Whales	[1]
Trained on	Noaa Pipan	[1]
Has Abbreviation	GMWM	[1]
Shows Weak Linear Separability	true	[1]

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

50 undated

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typetp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

ex:Model

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labeltp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

Google multispecies whale model

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hasSampleRatetp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

24000

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hasWindowSizetp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

—

hasEmbeddingDimensiontp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

1280

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hasModelParameterCounttp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

4.1M

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trainedOnTaxatp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

ex:whales

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typetp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

ex:EmbeddingModel

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hasAliastp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

GMWM

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trainedOnDatasettp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

ex:noaa-pipan

—

excludesClasstp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

ex:sei-whale

—

excludesClasstp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

ex:anthropomorphic-noise

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excludesClasstp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

ex:unknown-whale

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trainedOnClasstp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

ex:killer-whale

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hasPerformancetp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

0.612

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evaluationModetp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

ex:gmwm-off-the-shelf

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fewShotPerformancetp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

0.954

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poorPerformanceReasontp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

ex:overfitting-to-microphone

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poorPerformanceReasontp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

ex:overfitting-to-training-characteristics

—