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Gakuto Kurata

27 papers · 2006–2024 · 5 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (18) πŸ—ΊοΈ Taxonomy Completionist (12) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🏠 Conference Loyalist (21) πŸ”¬ Deep Specialist (12) 🀝 Dynamic Duo (10) πŸ† Keyword Champion (3) πŸ—ƒοΈ Keyword Collector (104) ⚑ Prolific Year (6) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (27) πŸ”₯ Unstoppable (9)

Conferences

INTERSPEECH (21) EMNLP (3) ACL (1) COLING (1) NAACL (1)

Top co-authors

Masayuki Suzuki (10) Takashi Fukuda (8) George Saon (8) Samuel Thomas (6) Brian Kingsbury (5) Bhuvana Ramabhadran (5) Kartik Audhkhasi (4) Bing Xiang (3) Bowen Zhou (3) Abhinav Sethy (2)

Keywords

speech recognition (9) automatic speech recognition (6) acoustic model (6) knowledge distillation (5) long short-term memory (4) convolutional neural network (4) end-to-end speech recognition (3) connectionist temporal classification (3) data augmentation (3) neural network (2) large language model (2) recurrent neural network (2) domain adaptation (2) deep neural network (2) multi-task learning (2) acoustic modeling (2) language model (2) system combination (1) spoken language understanding (1) model merging (1)

Papers

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
Global RNN Transducer Models For Multi-dialect Speech Recognition INTERSPEECH 2022
Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems 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
Knowledge Distillation from Offline to Streaming RNN Transducer for End-to-End Speech Recognition INTERSPEECH 2020
New Advances in Speaker Diarization INTERSPEECH 2020
End-to-End Spoken Language Understanding Without Full Transcripts INTERSPEECH 2020
Direct Neuron-Wise Fusion of Cognate Neural Networks INTERSPEECH 2019
Multi-Task CTC Training with Auxiliary Feature Reconstruction for End-to-End Speech Recognition INTERSPEECH 2019
Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation 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
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
Efficient Knowledge Distillation from an Ensemble of Teachers INTERSPEECH 2017
English Conversational Telephone Speech Recognition by Humans and Machines INTERSPEECH 2017
Empirical Exploration of Novel Architectures and Objectives for Language Models INTERSPEECH 2017
Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence NAACL 2016
Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling EMNLP 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
Phoneme-to-Text Transcription System with an Infinite Vocabulary COLING 2006
Phoneme-to-Text Transcription System with an Infinite Vocabulary ACL 2006