Takuya Higuchi
10 papers · 2016–2025 · 2 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze
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Keyword Pioneer
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Conference Pioneer
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The Questioner
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Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Speech & Audio
(6)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Core Methods
(4)
Analysis
(3)
Application Areas
(3)
Architectures
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Recognition
(2)
Natural Language Processing
(1)
Generation
(1)
Keywords
self-supervised learning
(3)
speaker recognition
(3)
voice trigger detection
(2)
speaker verification
(2)
speaker embedding
(2)
neural network
(2)
speech enhancement
(2)
knowledge distillation
(1)
embedding space
(1)
deep clustering
(1)
source separation
(1)
automatic speech recognition
(1)
variational framework
(1)
majorization minimization
(1)
phoneme recognition
(1)
speech recognition
(1)
gaussian mixture model
(1)
recurrent neural network
(1)
end-to-end learning
(1)
speech separation
(1)
Papers
A Variational Framework for Improving Naturalness in Generative Spoken Language Models
ICML 2025
DiceHuBERT: Distilling HuBERT with a Self-Supervised Learning Objective
Interspeech 2025
Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?
Interspeech 2024
ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models
Interspeech 2024
Improving Voice Trigger Detection with Metric Learning
Interspeech 2022
Stacked 1D Convolutional Networks for End-to-End Small Footprint Voice Trigger Detection
Interspeech 2020
Deep Clustering-Based Beamforming for Separation with Unknown Number of Sources
Interspeech 2017
Speaker-Aware Neural Network Based Beamformer for Speaker Extraction in Speech Mixtures
Interspeech 2017
Optimization of Speech Enhancement Front-End with Speech Recognition-Level Criterion
Interspeech 2016
Semi-Supervised Joint Enhancement of Spectral and Cepstral Sequences of Noisy Speech
Interspeech 2016