Takuya Higuchi
9 papers · 2016–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (8) 🗺️ Taxonomy Completionist (19) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer
🌍
Conference Polyglot
(2)
🏃
Academic Marathon
(9)
🚀
Conference Pioneer
❓
The Questioner
Conferences
INTERSPEECH (8)
ICML (1)
Top co-authors
Keywords
speaker recognition
(3)
neural network
(2)
speaker embedding
(2)
voice trigger detection
(2)
self-supervised learning
(2)
speech enhancement
(2)
speaker verification
(2)
deep clustering
(1)
majorization minimization
(1)
gaussian mixture model
(1)
recurrent neural network
(1)
end-to-end learning
(1)
data efficiency
(1)
parameter efficiency
(1)
non-negative matrix factorization
(1)
similarity score
(1)
speaker extraction
(1)
speaker separation
(1)
time-frequency masking
(1)
acoustic model adaptation
(1)
Papers
A Variational Framework for Improving Naturalness in Generative Spoken Language Models
ICML 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
Semi-Supervised Joint Enhancement of Spectral and Cepstral Sequences of Noisy Speech
INTERSPEECH 2016
Optimization of Speech Enhancement Front-End with Speech Recognition-Level Criterion
INTERSPEECH 2016