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Takuya Higuchi

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Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?

Feb 01, 2024
Zakaria Aldeneh, Takuya Higuchi, Jee-weon Jung, Skyler Seto, Tatiana Likhomanenko, Stephen Shum, Ahmed Hussen Abdelaziz, Shinji Watanabe, Barry-John Theobald

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ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models

Jan 30, 2024
Jee-weon Jung, Wangyou Zhang, Jiatong Shi, Zakaria Aldeneh, Takuya Higuchi, Barry-John Theobald, Ahmed Hussen Abdelaziz, Shinji Watanabe

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Does Single-channel Speech Enhancement Improve Keyword Spotting Accuracy? A Case Study

Sep 27, 2023
Avamarie Brueggeman, Takuya Higuchi, Masood Delfarah, Stephen Shum, Vineet Garg

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Multichannel Voice Trigger Detection Based on Transform-average-concatenate

Sep 27, 2023
Takuya Higuchi, Avamarie Brueggeman, Masood Delfarah, Stephen Shum

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Improving Voice Trigger Detection with Metric Learning

Apr 05, 2022
Prateeth Nayak, Takuya Higuchi, Anmol Gupta, Shivesh Ranjan, Stephen Shum, Siddharth Sigtia, Erik Marchi, Varun Lakshminarasimhan, Minsik Cho, Saurabh Adya, Chandra Dhir, Ahmed Tewfik

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Multi-task Learning with Cross Attention for Keyword Spotting

Jul 15, 2021
Takuya Higuchi, Anmol Gupta, Chandra Dhir

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Dynamic curriculum learning via data parameters for noise robust keyword spotting

Feb 18, 2021
Takuya Higuchi, Shreyas Saxena, Mehrez Souden, Tien Dung Tran, Masood Delfarah, Chandra Dhir

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