Gakuto Kurata
28 papers · 2006–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Conference Polyglot Β· Bronze π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Conference Loyalist
(23)
π€
Dynamic Duo
(10)
π§
Keyword Pioneer
π§¬
Topic Evolution
π¬
Deep Specialist
(14)
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Conference Pioneer
π₯
Unstoppable Β· Silver
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Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
Keyword Collector
(110)
Top co-authors
Research topics
Speech & Audio
(20)
Recognition
(19)
Machine Learning
(18)
Application Areas
(13)
Deep Learning
(12)
Learning Types Β· Deep Learning
(6)
Learning Types Β· Machine Learning
(5)
Architectures
(4)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Analysis
(2)
Applications
(2)
Core AI
(2)
Core Methods
(2)
Generation
(2)
Keywords
speech recognition
(9)
automatic speech recognition
(8)
knowledge distillation
(6)
acoustic model
(6)
long short-term memory
(4)
convolutional neural network
(4)
end-to-end speech recognition
(3)
connectionist temporal classification
(3)
multi-task learning
(3)
data augmentation
(3)
neural network
(2)
voice activity detection
(2)
recurrent neural network
(2)
large language model
(2)
domain adaptation
(2)
deep neural network
(2)
acoustic modeling
(2)
language model
(2)
system combination
(1)
spoken language understanding
(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
Robust ASR Error Correction with Conservative Data Filtering
EMNLP 2024
Speech-enriched Memory for Inference-time Adaptation of ASR Models to Word Dictionaries
EMNLP 2023
Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems
Interspeech 2022
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
Improving Customization of Neural Transducers by Mitigating Acoustic Mismatch of Synthesized Audio
Interspeech 2021
End-to-End Spoken Language Understanding Without Full Transcripts
Interspeech 2020
Knowledge Distillation from Offline to Streaming RNN Transducer for End-to-End Speech Recognition
Interspeech 2020
New Advances in Speaker Diarization
Interspeech 2020
Direct Neuron-Wise Fusion of Cognate Neural Networks
Interspeech 2019
Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation
Interspeech 2019
Multi-Task CTC Training with Auxiliary Feature Reconstruction for End-to-End Speech Recognition
Interspeech 2019
Data Augmentation Improves Recognition of Foreign Accented Speech
Interspeech 2018
Inference-Invariant Transformation of Batch Normalization for Domain Adaptation of Acoustic Models
Interspeech 2018
Efficient Knowledge Distillation from an Ensemble of Teachers
Interspeech 2017
Empirical Exploration of Novel Architectures and Objectives for Language Models
Interspeech 2017
English Conversational Telephone Speech Recognition by Humans and Machines
Interspeech 2017
Ensembles of Multi-Scale VGG Acoustic Models
Interspeech 2017
Factorial Modeling for Effective Suppression of Directional Noise
Interspeech 2017
Symbol Sequence Search from Telephone Conversation
Interspeech 2017
Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence
NAACL 2016
Improved Neural Network Initialization by Grouping Context-Dependent Targets for Acoustic Modeling
Interspeech 2016
Labeled Data Generation with Encoder-Decoder LSTM for Semantic Slot Filling
Interspeech 2016
Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling
EMNLP 2016
Phoneme-to-Text Transcription System with an Infinite Vocabulary
ACL 2006