Exact(44)
Results obtained with several real-world and synthetic databases show the robustness of MIL ensembles designed with the proposed RSIS method over a range of witness rates, noisy features and data distributions compared to reference methods in the literature.
However, due to the noisy features and nonlinear distribution of the data samples, the affinity graph constructed directly from the original feature space is not necessarily a reliable reflection of the intrinsic manifold of the data samples.
Multiple knowledge sources are then reasonably integrated via an early fusion of normalized noisy features with multiple beamforming techniques, enhanced speech features, speaker-related features, and other auxiliary features concatenated as the input to each subnet to compensate for imperfect front-end processing.
However, NBNN is sensitive to noisy features and easy to be dominated by outlier features.
In other words, noisy features are added to the stored residuals and the resulting vector is decoded.
This could easily lead to overfitting problem, particularly in a situation where the base kernels contain noisy features.
Similar(16)
Noisy feature vectors are then reconstructed by the dictionary queries.
WASHINGTON — For decades, the thunder of Vermont Air National Guard jets has been a noisy feature of life in the towns around Burlington, where the commercial airport also houses the 158th Fighter Wing, known as "The Green Mountain Boys".
For each of the 13 static features, we replace noisy feature sequences with clean feature sequences (RwC: replace with clean).
In the first set of experiments, noisy feature sequences are replaced by the corresponding clean feature sequences.
In addition, we apply the proposed EMD to noisy feature sequences and the results are also shown in Table 1.
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