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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
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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.

1,031 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 13 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.

afffundunlabeled
Seis8s
David Ogborn
2022· article· fi· NIME 2022· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
Music Information Behaviour and User-Oriented System Design
Niall Conroy
2013· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · scholarly_communication
1
citations
affunlabeled
Domestic Sound Classification with Deep Learning
Zhenyu Zhang, Yichun Shen, Julio J. Valdés, Saiful Huq, Bruce Wallace, James R. Green +2 more
2023· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
afffundno abstractunlabeled
Modulation Graphs in Popular Music
Jason I. Brown, Ian C. George
2024· article· en· The Mathematical Intelligencer· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Verifying Music Tag Annotation Via Association Analysis.
Tom Arjannikov, Chris Sanden, John Z. Zhang
2013· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Deep Learning-Based Speech Emotion Recognition
Arryan Sinha, G. Suseela
2023· article· en· Advances in science and technology· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Your Guitar, It Sounds So Sweet and Clear
Kevin Holm‐Hudson
2002· article· en· Music Theory Online· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Emotion-Driven Music Recommendation System
Vilas Gaikwad, Nishigandha Dhage, Swayam Bharsakale
2024· article· en· SAMRIDDHI A Journal of Physical Sciences Engineering and Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueunlabeled
Music Recommender Systems and Genre Bias
Jason Neal
2013· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · scholarly_communication
1
citations
affunlabeled
Characterizing and Classifying Music Subgenres
Adam Lefaivre, John Z. Zhang
2018· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
1
citations
afffundunlabeled
Chaos Game Representation of Audio Signals
Madison Cohen-McFarlane, Kevin Dick, James R. Green, Rafik Goubran
2021· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About