output
20192026
most citedA Comparative Study on Transformer vs RNN in Speech Applications

788 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2022Show all

4 papers · 1 filter

cs.CR2022★ 11 cited

Network Shuffling: Privacy Amplification via Random Walks

Seng Pei Liew, Tsubasa Takahashi, Shun Takagi +3

Recently, it is shown that shuffling can amplify the central differential privacy guarantees of data randomized with local differential privacy. Within this setup, a centralized, t…

cs.CL2022

Alternate Intermediate Conditioning with Syllable-level and Character-level Targets for Japanese ASR

Yusuke Fujita, Tatsuya Komatsu, Yusuke Kida

End-to-end automatic speech recognition directly maps input speech to characters. However, the mapping can be problematic when several different pronunciations should be mapped int…

cs.DB2022★ 7 cited

HDPView: Differentially Private Materialized View for Exploring High Dimensional Relational Data

Fumiyuki Kato, Tsubasa Takahashi, Shun Takagi +3

How can we explore the unknown properties of high-dimensional sensitive relational data while preserving privacy? We study how to construct an explorable privacy-preserving materia…

eess.AS2022★ 6 cited

Acoustic Event Detection with Classifier Chains

Tatsuya Komatsu, Shinji Watanabe, Koichi Miyazaki +1

This paper proposes acoustic event detection (AED) with classifier chains, a new classifier based on the probabilistic chain rule. The proposed AED with classifier chains consists…