Takashi Fukuda
12 papers · 2017–2025 · 1 venue · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16) 𧬠Topic Evolution
π€
Dynamic Duo
(10)
ποΈ
Keyword Collector
(56)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(9)
Speech & Audio
(9)
Recognition
(9)
Application Areas
(8)
Deep Learning
(5)
Architectures
(3)
Learning Types Β· Deep Learning
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Learning Types Β· Machine Learning
(1)
Processing
(1)
Keywords
knowledge distillation
(6)
speech recognition
(4)
acoustic model
(4)
automatic speech recognition
(3)
data augmentation
(2)
recurrent neural network
(2)
voice activity detection
(2)
teacher-student training
(2)
convolutional neural network
(2)
noise reduction
(1)
parameter sharing
(1)
label smoothing
(1)
cross-lingual transfer
(1)
privileged information
(1)
acoustic modeling
(1)
speech enhancement
(1)
low-resource language
(1)
noise robustness
(1)
system combination
(1)
probabilistic framework
(1)
Papers
Improving End-to-end Mixed-case ASR with Knowledge Distillation and Integration of Voice Activity Cues
Interspeech 2025
Voice Activity-based Text Segmentation for ASR Text Denormalization
Interspeech 2025
Global RNN Transducer Models For Multi-dialect Speech Recognition
Interspeech 2022
Improving ASR Robustness in Noisy Condition Through VAD Integration
Interspeech 2022
Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing
Interspeech 2022
Knowledge Distillation Based Training of Universal ASR Source Models for Cross-Lingual Transfer
Interspeech 2021
Implicit Transfer of Privileged Acoustic Information in a Generalized Knowledge Distillation Framework
Interspeech 2020
Direct Neuron-Wise Fusion of Cognate Neural Networks
Interspeech 2019
Data Augmentation Improves Recognition of Foreign Accented Speech
Interspeech 2018
Efficient Knowledge Distillation from an Ensemble of Teachers
Interspeech 2017
Ensembles of Multi-Scale VGG Acoustic Models
Interspeech 2017
Factorial Modeling for Effective Suppression of Directional Noise
Interspeech 2017