Word N-gram models can be used for word-based age-group verification. In this paper the agglomerative information bottleneck (AIB) approach is used to ...
The IB is utilized to refine the SV such that non-speaker related information is omitted and therefore some of the noise is eliminated.
Age verification experiments were conducted on the Fisher corpora. Their goal was to verify the age-group of the speaker of an unknown speech segment. In these ...
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Sep 4, 2023 · In recent LLM wave, the "knowledge is compression" idea has big impact. It's similar to the IB principle: the fixed model size is the bottleneck for large text ...
Missing: verification. | Show results with:verification.
Jun 30, 2023 · This paper proposes a novel method for genealogy layout recognition using our introduced sublinear information bottleneck (SIB) and two-stage deep learning ...
Mar 22, 2024 · Our Cell Variational Information Bottleneck Network is constructed by stacking VIB cells, which generate feature maps with uncertainty. As ...
Jul 5, 2024 · We propose a novel Face Information Bottleneck Network (FIBNet), which is a representation-level privacy-enhancing framework based on the Information ...
Sublinear information bottleneck based two-stage deep learning ...
www.ncbi.nlm.nih.gov › PMC10347536
Jun 30, 2023 · This paper proposes a novel method for genealogy layout recognition using our introduced sublinear information bottleneck (SIB) and two-stage deep learning ...
Dec 9, 2022 · This study mathematically relates information bottlenecks of intermediate representations to the corresponding expected loss in general settings.