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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
fundfunder
venuejournal
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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
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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 8 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
Audio Scene Monitoring Using Redundant Ad Hoc Microphone Array Networks
Peter Gerstoft, Yihan Hu, Michael J. Bianco, Chaitanya Patil, Ardel Alegre, Yoav Freund +1 more
2022· article· en· eScholarship (California Digital Library)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
10
citations
venueno affunlabeled
Phonemic Comparison of English and Punjabi
Muhammad Nadeem Chohan, María Isabel Maldonado García
2019· article· en· International Journal of English Linguistics· Computer Science
distilled prediction:candidate · metaresearchconsensus · none
10
citations
affno abstractunlabeled
Audio-Visual Speaker Verification via Joint Cross-Attention
Gnana Praveen Rajasekhar, Jahangir Alam
2023· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
10
citations
affunlabeled
Binaural Heterophasic Superdirective Beamforming
Yuzhu Wang, Jingdong Chen, Jacob Benesty, Jilu Jin, Gongping Huang
2020· article· en· Sensors· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Dereverberation
Yiteng Huang, Jacob Benesty, Jingdong Chen
2007· book-chapter· en· Springer handbooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affvenueunlabeled
Analysis of a vowel database
Peter F. Assmann, Terrance M. Nearey, Sneha V. Bharadwaj
2008· article· en· Canadian acoustics· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
"Eye Array" Sound Source Localization
Hedayat Alghassi, Shahram Tafazoli, Peter Lawrence
2006· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Formants
Daniel Aalto, Jarmo Malinen, Martti Vainio
2018· reference-entry· en· Oxford Research Encyclopedia of Linguistics· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
9
citations
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How this was built: Screen · Findings · About