Search Results for author: Kishan K C

Found 2 papers, 1 papers with code

openFEAT: Improving Speaker Identification by Open-set Few-shot Embedding Adaptation with Transformer

no code implementations24 Feb 2022 Kishan K C, Zhenning Tan, Long Chen, Minho Jin, Eunjung Han, Andreas Stolcke, Chul Lee

Household speaker identification with few enrollment utterances is an important yet challenging problem, especially when household members share similar voice characteristics and room acoustics.

Open Set Learning Speaker Identification

Joint Inference for Neural Network Depth and Dropout Regularization

2 code implementations NeurIPS 2021 Kishan K C, Rui Li, MohammadMahdi Gilany

We propose a unified Bayesian model selection method to jointly infer the most plausible network depth warranted by data, and perform dropout regularization simultaneously.

Continual Learning Model Selection

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