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20162025
most citedStatistical Speech Enhancement Based on Probabilistic Integration of Variational Autoencoder and Non-Negative Matrix Factorization

137 citations · 249 across the 12 of their papers we have counts for

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eess.AS2024

Bird Vocalization Embedding Extraction Using Self-Supervised Disentangled Representation Learning

Runwu Shi, Katsutoshi Itoyama, Kazuhiro Nakadai

This paper addresses the extraction of the bird vocalization embedding from the whole song level using disentangled representation learning (DRL). Bird vocalization embeddings are…

eess.AS2023

Is the Ideal Ratio Mask Really the Best? -- Exploring the Best Extraction Performance and Optimal Mask of Mask-based Beamformers

Atsuo Hiroe, Katsutoshi Itoyama, Kazuhiro Nakadai

This study investigates mask-based beamformers (BFs), which estimate filters to extract target speech using time-frequency masks. Although several BF methods have been proposed, th…