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The great multivariate time series classification bake off ...
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7897627/
The raw data consists of 306 dimensions of 375 attributes. We use data with a reduced set of 144 dimensions which is also provided on the competition website. The training set is comprised of recordings from 10 individuals, whilst the test set is comprised of a separate 6 individuals. Each participant contributed between 580 and 590 instances.
Critical evaluation of deep neural networks for wrist ...
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7971048/
For test set #2, all the raters have low agreement with the ground truth from the CT compared to the similar analyses in the test set #1. Test set #1: general population test set For the test set #1 the AUROCs were 0.98 ( 0.97 - 0.99 ) , 0.98 ( 0.97 - 0.99 ) and 0.99 ( 0.98 - 0.99 ) for PA view, LAT view and Ensemble respectively (see Table 2 ).
INTERSPEECH 2021 Acoustic Echo Cancellation Challenge
https://www.microsoft.com/en-us/research/uploads/prod/2021/08/245_Full-Paper.pdf
from over 5,000 diverse audio devices and environments. The second dataset is synthesized from speech recordings, room im-pulse responses, and background noise derived from [10]. An initial test set will be released for the researchers to use dur-ing development and a blind test set near the end, which will
ICASSP 2021 ACOUSTIC ECHO CANCELLATION CHALLENGE: …
https://www.microsoft.com/en-us/research/uploads/prod/2021/06/0000151.pdf
recordings that have been collected from over 2,500 diverse audio devices and environments. The second is a synthetic dataset with added room impulse responses and background noise derived from [18]. An initial test set was released for the researchers to use dur-ing development and a blind test near the end which was used to
FeTaQA: Free-form Table Question Answering | Transactions ...
https://direct.mit.edu/tacl/article/doi/10.1162/tacl_a_00446/109273/FeTaQA-Free-form-Table-Question-Answering
Abstract. Existing table question answering datasets contain abundant factual questions that primarily evaluate a QA system’s comprehension of query and tabular data. However, restricted by their short-form answers, these datasets fail to include question–answer interactions that represent more advanced and naturally occurring information needs: …
AES E-Library - Audio Engineering Society
https://www.aes.org/e-lib/browse.cfm?elib=20487
Object-based audio (OBA) program material is challenging to distribute over low bandwidth channels and costly to render for thin clients. This research proposes a dynamic object-grouping solution that can represent a complex object-based scene as an equivalent reduced set of object groups while maintaining perceptually transparent rendering quality.
Optimum Test Set for Bridging Fault Detection in ...
https://www.researchgate.net/publication/4292824_Optimum_Test_Set_for_Bridging_Fault_Detection_in_Reversible_Circuits
A test set of cardinality O(d log<sub>2</sub>n) is found to be sufficient for testing all such detectable faults. A minimal test set can also be easily derived by using the concept of test ...
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