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Researcher profile

Kenichi Kumatani

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Dynamic Gradient Aggregation for Federated Domain Adaptation

    2021 · arXiv (Cornell University)

    In this paper, a new learning algorithm for Federated Learning (FL) is introduced. The proposed scheme is based on a weighted gradient aggregation using two-step optimization to offer a flexible training pipeline. Herein, two different …

  2. Deploying self-supervised learning in the wild for hybrid automatic speech recognition

    2022 · arXiv (Cornell University)

    Self-supervised learning (SSL) methods have proven to be very successful in automatic speech recognition (ASR). These great improvements have been reported mostly based on highly curated datasets such as LibriSpeech for non-streaming End-to-End ASR models. …