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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.

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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Music 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
aboutaboutness

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

1,031 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.
1,031 works in the cohort · of 4,299,418page 14 of 21

Labels cover 2 of 1,031 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 1,031 of 1,031 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Evaluating music mastering quality using machine learning.
Mark Shtern, Pedro Casas, Vassilios Tzerpos
2018· article· en· Conference of the Centre for Advanced Studies on Collaborative Research· Computer Science
distilled prediction:candidate · stsconsensus · none
1
citations
affunlabeled
MetaMIDI Dataset
Jeff Ens, Philippe Pasquier
2021· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Constraint-Based Melody Representation
Ningyan Zhong, Yi Zheng
2005· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Latent Vector Recovery of Audio GANs
Andrew Keyes, Nicky Bayat, Vahid Reza Khazaie, Yalda Mohsenzadeh
2020· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Generating electronica
Arne Eigenfeldt
2013· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Steering latent audio models through interactive machine learning
Gabriel Vigliensoni, Rebecca Fiebrink
2023· paratext· en· University of the Arts London Research Online (University of the Arts London)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrityconsensus · open_science
1
citations
afffundunlabeled
High-dimensional sequence transduction
Nicolas Boulanger-Lewandowski, Yoshua Bengio, Pascal Vincent
2012· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
afffundunlabeled
Automatic Staff Reconstruction within SIMSSA Project
Lorenzo J. Tardón, Isabel Barbancho, Ana M. Barbancho, Ichiro Fujinaga
2020· article· en· Applied Sciences· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Conditioning Trick for Training Stable GANs
Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro L. Koerich
2020· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affvenueunlabeled
A look at throat singing
Alberto Behar, M. Sunil Kumar, Hans Kunov
2001· article· en· Canadian acoustics· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Bivariate Beta-LSTM
Kyungwoo Song, JoonHo Jang, Seung Jae Shin, Il‐Chul Moon
2020· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Classification of pizzicato and sustained articulations
Glenn Eric Hall, Hassan Ezzaidi, Mohammed Bahoura, C. Volat
2013· article· en· Constellation (Université du Québec à Chicoutimi)· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Hydraulikos
Steve Mann, Ryan Janzen
2012· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations

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