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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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Speech Recognition and Synthesis
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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.

749 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.
749 works in the cohort · of 4,299,418page 2 of 15

Labels cover 1 of 749 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 749 of 749 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Factor Analysis Simplified
Patrick Kenny, Gilles Boulianne, Pierre Ouellet, Pierre Dumouchel
2006· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
94
citations
affunlabeled
ECAPA-TDNN Embeddings for Speaker Diarization
Nauman Dawalatabad, Mirco Ravanelli, François Grondin, Jenthe Thienpondt, Brecht Desplanques, Hwidong Na
2021· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
92
citations
affunlabeled
Computational Models of Spoken Word Recognition
James S. Magnuson, Daniel Mirman, Harlan D. Harris
2018· book-chapter· en· Cambridge University Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
72
citations
affunlabeled
Identification of Speakers in Novels
Hua He, Denilson Barbosa, Grzegorz Kondrak
2013· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
63
citations
fundno affunlabeled
Generative Spoken Dialogue Language Modeling
Tu Anh Nguyen, Eugene Kharitonov, Jade Copet, Yossi Adi, Wei-Ning Hsu, Ali Elkahky +5 more
2023· article· en· Transactions of the Association for Computational Linguistics· Computer Science
distilled prediction:candidate · noneconsensus · none
49
citations
aboutno affunlabeled
Dialect/Accent Classification Using Unrestricted Audio
Rongqing Huang, John H. L. Hansen, Pongtep Angkititrakul
2007· article· en· IEEE Transactions on Audio Speech and Language Processing· Computer Science
distilled prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Twin Networks: Matching the Future for Sequence Generation
Dmitriy Serdyuk, Nan Rosemary Ke, Alessandro Sordoni, Adam Trischler, Chris Pal, Yoshua Bengio
2018· article· en· PolyPublie (École Polytechnique de Montréal)· Computer Science
distilled prediction:candidate · noneconsensus · none
43
citations
affunlabeled
Sample-efficient adaptive text-to-speech
Yutian Chen, Yannis Assael, Brendan Shillingford, David Budden, Scott Reed, Heiga Zen +8 more
2018· article· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
42
citations
affunlabeled
SpeeChin
Ruidong Zhang, Mingyang Chen, Benjamin Steeper, Yaxuan Li, Zihan Yan, Yizhuo Chen +4 more
2021· article· en· Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies· Computer Science
distilled prediction:candidate · noneconsensus · none
40
citations
fundno affno abstractunlabeled
Robust Speaker Verification Using GFCC Based i-Vectors
Jeevan Medikonda, Atul Dhingra, M. Hanmandlu, Bighnaraj Panigrahi
2016· book-chapter· en· Lecture notes in electrical engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
37
citations
afffundunlabeled
Identification of frequency-shifted vowels
Peter F. Assmann, Terrance M. Nearey
2008· article· en· The Journal of the Acoustical Society of America· Computer Science
distilled prediction:candidate · noneconsensus · none
37
citations

How this was built: Screen · Findings · About