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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.

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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 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Self-localizing dynamic microphone arrays
Parham Aarabi
2002· article· en· IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)· Computer Science
machine prediction:candidate · noneconsensus · none
71
citations
fundno affunlabeled
Learning-Based Frequency Estimation Algorithms.
Chen-Yu Hsu, Piotr Indyk, Dina Katabi, Ali Vakilian
2018· article· en· DSpace@MIT (Massachusetts Institute of Technology)· Computer Science
machine prediction:candidate · noneconsensus · none
70
citations
affunlabeled
The ManyEars open framework
François Grondin, Dominic Létourneau, François Ferland, Vincent Rousseau, François Michaud
2013· article· en· Autonomous Robots· Computer Science
machine prediction:candidate · noneconsensus · none
65
citations
affno abstractunlabeled
Fundamentals of Noise Reduction
Jingdong Chen, Jacob Benesty, Yiteng Huang, E.J. Diethorn
2007· book-chapter· en· Springer handbooks· Computer Science
machine prediction:candidate · noneconsensus · none
54
citations
affunlabeled
On the Robustness of the Superdirective Beamformer
Xi Chen, Jacob Benesty, Gongping Huang, Jingdong Chen
2021· article· en· IEEE/ACM Transactions on Audio Speech and Language Processing· Computer Science
machine prediction:candidate · noneconsensus · none
54
citations
affunlabeled
Noise Reduction with Optimal Variable Span Linear Filters
Jesper Rindom Jensen, Jacob Benesty, Mads Græsbøll Christensen
2015· article· en· IEEE/ACM Transactions on Audio Speech and Language Processing· Computer Science
machine prediction:candidate · noneconsensus · none
53
citations
afffundunlabeled
Robust Beamforming by Linear Programming
Xue Jiang, Wenjun Zeng, A. Yasotharan, Hing Cheung So, Thiagalingam Kirubarajan
2014· article· en· IEEE Transactions on Signal Processing· Computer Science
machine prediction:candidate · noneconsensus · none
52
citations
affunlabeled
Differential Kronecker Product Beamforming
Israel Cohen, Jacob Benesty, Jingdong Chen
2019· article· en· IEEE/ACM Transactions on Audio Speech and Language Processing· Computer Science
machine prediction:candidate · noneconsensus · none
51
citations
affno abstractunlabeled
Spectral Enhancement Methods
Jacob Benesty, Jingdong Chen, Yiteng Huang, Israel Cohen
2009· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
50
citations
affno abstractunlabeled
Time Delay Estimation
Jingdong Chen, Yiteng Huang, Jacob Benesty
2004· book-chapter· en· Computer Science
machine prediction:candidate · noneconsensus · none
44
citations
affunlabeled
Pre-emphasis and speech recognition
R. Vergin, Douglas O’Shaughnessy
2002· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
44
citations
affunlabeled
A Survey on Speech Deepfake Detection
Menglu Li, Yasaman Ahmadiadli, Xiao–Ping Zhang
2025· review· en· ACM Computing Surveys· Computer Science
machine prediction:candidate · noneconsensus · none
43
citations
afffundunlabeled
Effects of age on speech and voice quality ratings
Huiwen Goy, M. Kathleen Pichora‐Fuller, Pascal van Lieshout
2016· article· en· The Journal of the Acoustical Society of America· Computer Science
machine prediction:candidate · noneconsensus · none
42
citations
affno abstractunlabeled
Microphone Arrays
Jacob Benesty, Gongping Huang, Jingdong Chen, Ningning Pan
2023· book· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
Time Delay Estimation and Source Localization
Yiteng Huang, Jacob Benesty, Jingdong Chen
2007· book-chapter· en· Springer handbooks· Computer Science
machine prediction:candidate · noneconsensus · none
40
citations
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