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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Speech and Audio Processing
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,408 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,408 works in the cohort · of 4,299,418page 2 of 29

Labels cover 2 of 1,408 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,408 of 1,408 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Self-localizing dynamic microphone arrays
2002· article· en· IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)· Computer Science
distilled prediction:candidate · noneconsensus · none
71
citations
affunlabeled
The ManyEars open framework
2013· article· en· Autonomous Robots· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
65
citations
affno abstractunlabeled
Fundamentals of Noise Reduction
2007· book-chapter· en· Springer handbooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
54
citations
afffundunlabeled
Robust Beamforming by Linear Programming
2014· article· en· IEEE Transactions on Signal Processing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
52
citations
affunlabeled
Differential Kronecker Product Beamforming
2019· article· en· IEEE/ACM Transactions on Audio Speech and Language Processing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
51
citations
affno abstractunlabeled
Spectral Enhancement Methods
2009· book-chapter· en· Springer topics in signal processing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
50
citations
affno abstractunlabeled
Time Delay Estimation
2004· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
44
citations
affunlabeled
A Survey on Speech Deepfake Detection
2025· review· en· ACM Computing Surveys· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
43
citations
affno abstractunlabeled
Microphone Arrays
2023· book· en· Springer topics in signal processing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
41
citations
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