Gakuto Kurata

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 49

Top Topics

Language Understanding

Speech Recognition

Top Venues

Publications

Takuma Udagawa, Masayuki Suzuki, Masayasu Muraoka, Gakuto Kurata
Robust ASR Error Correction with Conservative Data Filtering. CoRR (2024)
Takuma Udagawa, Masayuki Suzuki, Gakuto Kurata, Masayasu Muraoka, George Saon
Multiple Representation Transfer from Large Language Models to End-to-End ASR Systems. ICASSP (2024)
Ashish R. Mittal, Sunita Sarawagi, Preethi Jyothi, George Saon, Gakuto Kurata
Speech-enriched Memory for Inference-time Adaptation of ASR Models to Word Dictionaries. EMNLP (2023)
Takuma Udagawa, Masayuki Suzuki, Gakuto Kurata, Masayasu Muraoka, George Saon
Multiple Representation Transfer from Large Language Models to End-to-End ASR Systems. CoRR (2023)
Xiaodong Cui, George Saon, Tohru Nagano, Masayuki Suzuki, Takashi Fukuda, Brian Kingsbury, Gakuto Kurata
Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing. CoRR (2022)
Takuma Udagawa, Masayuki Suzuki, Gakuto Kurata, Nobuyasu Itoh, George Saon
Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems. INTERSPEECH (2022)
Xiaodong Cui, George Saon, Tohru Nagano, Masayuki Suzuki, Takashi Fukuda, Brian Kingsbury, Gakuto Kurata
Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing. INTERSPEECH (2022)
Sashi Novitasari, Takashi Fukuda, Gakuto Kurata
Improving ASR Robustness in Noisy Condition Through VAD Integration. INTERSPEECH (2022)
Takashi Fukuda, Samuel Thomas, Masayuki Suzuki, Gakuto Kurata, George Saon, Brian Kingsbury
Global RNN Transducer Models For Multi-dialect Speech Recognition. INTERSPEECH (2022)
Takuma Udagawa, Masayuki Suzuki, Gakuto Kurata, Nobuyasu Itoh, George Saon
Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems. CoRR (2022)
Samuel Thomas, Hong-Kwang Jeff Kuo, George Saon, Zoltán Tüske, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory
RNN Transducer Models for Spoken Language Understanding. ICASSP (2021)
Samuel Thomas, Hong-Kwang Jeff Kuo, George Saon, Zoltán Tüske, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory
RNN Transducer Models For Spoken Language Understanding. CoRR (2021)
Tohru Nagano, Takashi Fukuda, Gakuto Kurata
Knowledge Distillation Leveraging Alternative Soft Targets from Non-Parallel Qualified Speech Data. CoRR (2021)
Takashi Fukuda, Gakuto Kurata
Generalized Knowledge Distillation from an Ensemble of Specialized Teachers Leveraging Unsupervised Neural Clustering. ICASSP (2021)
Gakuto Kurata, George Saon, Brian Kingsbury, David Haws, Zoltán Tüske
Improving Customization of Neural Transducers by Mitigating Acoustic Mismatch of Synthesized Audio. Interspeech (2021)
Shintaro Ando, Masayuki Suzuki, Nobuyasu Itoh, Gakuto Kurata, Nobuaki Minematsu
Converting Written Language to Spoken Language with Neural Machine Translation for Language Modeling. ICASSP (2020)
Yosuke Higuchi, Masayuki Suzuki, Gakuto Kurata
Speaker Embeddings Incorporating Acoustic Conditions for Diarization. ICASSP (2020)
Hagai Aronowitz, Weizhong Zhu, Masayuki Suzuki, Gakuto Kurata, Ron Hoory
New Advances in Speaker Diarization. INTERSPEECH (2020)
Hong-Kwang Jeff Kuo, Zoltán Tüske, Samuel Thomas, Yinghui Huang, Kartik Audhkhasi, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory, Luis A. Lastras
End-to-End Spoken Language Understanding Without Full Transcripts. INTERSPEECH (2020)
Hong-Kwang Jeff Kuo, Zoltán Tüske, Samuel Thomas, Yinghui Huang, Kartik Audhkhasi, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory, Luis A. Lastras
End-to-End Spoken Language Understanding Without Full Transcripts. CoRR (2020)
Gakuto Kurata, George Saon
Knowledge Distillation from Offline to Streaming RNN Transducer for End-to-End Speech Recognition. INTERSPEECH (2020)
Takashi Fukuda, Masayuki Suzuki, Gakuto Kurata
Direct Neuron-Wise Fusion of Cognate Neural Networks. INTERSPEECH (2019)
Samuel Thomas, Masayuki Suzuki, Yinghui Huang, Gakuto Kurata, Zoltán Tüske, George Saon, Brian Kingsbury, Michael Picheny, Tom Dibert, Alice Kaiser-Schatzlein, Bern Samko
English Broadcast News Speech Recognition by Humans and Machines. ICASSP (2019)
Samuel Thomas, Masayuki Suzuki, Yinghui Huang, Gakuto Kurata, Zoltán Tüske, George Saon, Brian Kingsbury, Michael Picheny, Tom Dibert, Alice Kaiser-Schatzlein, Bern Samko
English Broadcast News Speech Recognition by Humans and Machines. CoRR (2019)
Gakuto Kurata, Kartik Audhkhasi
Multi-Task CTC Training with Auxiliary Feature Reconstruction for End-to-End Speech Recognition. INTERSPEECH (2019)
Gakuto Kurata, Kartik Audhkhasi
Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation. INTERSPEECH (2019)
Masayuki Suzuki, Nobuyasu Itoh, Tohru Nagano, Gakuto Kurata, Samuel Thomas
Improvements to N-gram Language Model Using Text Generated from Neural Language Model. ICASSP (2019)
Gakuto Kurata, Kartik Audhkhasi
Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation. CoRR (2019)
Tohru Nagano, Takashi Fukuda, Masayuki Suzuki, Gakuto Kurata
Data Augmentation Based on Vowel Stretch for Improving Children's Speech Recognition. ASRU (2019)
Takashi Fukuda, Raul Fernandez, Andrew Rosenberg, Samuel Thomas, Bhuvana Ramabhadran, Alexander Sorin, Gakuto Kurata
Data Augmentation Improves Recognition of Foreign Accented Speech. INTERSPEECH (2018)
Gakuto Kurata, Kartik Audhkhasi
Improved Knowledge Distillation from Bi-Directional to Uni-Directional LSTM CTC for End-to-End Speech Recognition. SLT (2018)
Masayuki Suzuki, Tohru Nagano, Gakuto Kurata, Samuel Thomas
Inference-Invariant Transformation of Batch Normalization for Domain Adaptation of Acoustic Models. INTERSPEECH (2018)
Michael Heck, Masayuki Suzuki, Takashi Fukuda, Gakuto Kurata, Satoshi Nakamura
Ensembles of Multi-Scale VGG Acoustic Models. INTERSPEECH (2017)
Osamu Ichikawa, Takashi Fukuda, Gakuto Kurata, Steven J. Rennie
Factorial Modeling for Effective Suppression of Directional Noise. INTERSPEECH (2017)
George Saon, Gakuto Kurata, Tom Sercu, Kartik Audhkhasi, Samuel Thomas, Dimitrios Dimitriadis, Xiaodong Cui, Bhuvana Ramabhadran, Michael Picheny, Lynn-Li Lim, Bergul Roomi, Phil Hall
English Conversational Telephone Speech Recognition by Humans and Machines. INTERSPEECH (2017)
Gakuto Kurata, Abhinav Sethy, Bhuvana Ramabhadran, George Saon
Empirical Exploration of Novel Architectures and Objectives for Language Models. INTERSPEECH (2017)
Takashi Fukuda, Masayuki Suzuki, Gakuto Kurata, Samuel Thomas, Jia Cui, Bhuvana Ramabhadran
Efficient Knowledge Distillation from an Ensemble of Teachers. INTERSPEECH (2017)
Takashi Fukuda, Osamu Ichikawa, Gakuto Kurata, Ryuki Tachibana, Samuel Thomas, Bhuvana Ramabhadran
Effective joint training of denoising feature space transforms and Neural Network based acoustic models. ICASSP (2017)
Osamu Ichikawa, Takashi Fukuda, Masayuki Suzuki, Gakuto Kurata, Bhuvana Ramabhadran
Harmonic feature fusion for robust neural network-based acoustic modeling. ICASSP (2017)
Gakuto Kurata, Bhuvana Ramabhadran, George Saon, Abhinav Sethy
Language modeling with highway LSTM. ASRU (2017)
Gakuto Kurata, Bhuvana Ramabhadran, George Saon, Abhinav Sethy
Language Modeling with Highway LSTM. CoRR (2017)
Masayuki Suzuki, Gakuto Kurata, Abhinav Sethy, Bhuvana Ramabhadran, Kenneth Ward Church, Mark Drake
Symbol Sequence Search from Telephone Conversation. INTERSPEECH (2017)
George Saon, Gakuto Kurata, Tom Sercu, Kartik Audhkhasi, Samuel Thomas, Dimitrios Dimitriadis, Xiaodong Cui, Bhuvana Ramabhadran, Michael Picheny, Lynn-Li Lim, Bergul Roomi, Phil Hall
English Conversational Telephone Speech Recognition by Humans and Machines. CoRR (2017)
Masayuki Suzuki, Gakuto Kurata, Tohru Nagano, Ryuki Tachibana
Speech recognition robust against speech overlapping in monaural recordings of telephone conversations. ICASSP (2016)
Gakuto Kurata, Brian Kingsbury
Improved Neural Network Initialization by Grouping Context-Dependent Targets for Acoustic Modeling. INTERSPEECH (2016)
Gakuto Kurata, Bing Xiang, Bowen Zhou, Mo Yu
Leveraging Sentence-level Information with Encoder LSTM for Natural Language Understanding. CoRR (2016)
Gakuto Kurata, Bing Xiang, Bowen Zhou
Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence. HLT-NAACL (2016)
Gakuto Kurata, Bing Xiang, Bowen Zhou, Mo Yu
Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling. EMNLP (2016)
Gakuto Kurata, Bing Xiang, Bowen Zhou
Labeled Data Generation with Encoder-Decoder LSTM for Semantic Slot Filling. INTERSPEECH (2016)
Gakuto Kurata, Daniel Willett
Deep neural network training emphasizing central frames. INTERSPEECH (2015)
Nobuyasu Itoh, Gakuto Kurata, Ryuki Tachibana, Masafumi Nishimura
A metric for evaluating speech recognizer output based on human-perception model. INTERSPEECH (2015)
Masayuki Suzuki, Gakuto Kurata, Masafumi Nishimura, Nobuaki Minematsu
Discriminative re-ranking for automatic speech recognition by leveraging invariant structures. Speech Commun. 72 (2015)
Congying Zhang, Masayuki Suzuki, Gakuto Kurata, Masafumi Nishimura, Nobuaki Minematsu
Leveraging phonetic context dependent invariant structure for continuous speech recognition. ChinaSIP (2014)
Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura, Abhinav Sethy, Bhuvana Ramabhadran
Leveraging word confusion networks for named entity modeling and detection from conversational telephone speech. Speech Commun. 54 (3) (2012)
Masayuki Suzuki, Gakuto Kurata, Masafumi Nishimura, Nobuaki Minematsu
Discriminative Reranking for LVCSR Leveraging Invariant Structure. INTERSPEECH (2012)
Gakuto Kurata, Abhinav Sethy, Bhuvana Ramabhadran, Ariya Rastrow, Nobuyasu Itoh, Masafumi Nishimura
Acoustically discriminative language model training with pseudo-hypothesis. Speech Commun. 54 (2) (2012)
Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura
Acoustic Model Training with Detecting Transcription Errors in the Training Data. INTERSPEECH (2011)
Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura
Training of error-corrective model for ASR without using audio data. ICASSP (2011)
Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura, Abhinav Sethy, Bhuvana Ramabhadran
Named entity recognition from Conversational Telephone Speech leveraging Word Confusion Networks for training and recognition. ICASSP (2011)
Masayuki Suzuki, Gakuto Kurata, Masafumi Nishimura, Nobuaki Minematsu
Continuous Digits Recognition Leveraging Invariant Structure. INTERSPEECH (2011)
Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura
Acoustically discriminative training for language models. ICASSP (2009)
Ryuki Tachibana, Tohru Nagano, Gakuto Kurata, Masafumi Nishimura, Noboru Babaguchi
Preliminary experiments toward automatic generation of new TTS voices from recorded speech alone. INTERSPEECH (2007)
Gakuto Kurata, Shinsuke Mori, Nobuyasu Itoh, Masafumi Nishimura
Unsupervised Lexicon Acquisition from Speech and Text. ICASSP (4) (2007)
Ryuki Tachibana, Tohru Nagano, Gakuto Kurata, Masafumi Nishimura, Noboru Babaguchi
Automatic Prosody Labeling Using Multiple Models for Japanese. IEICE Trans. Inf. Syst. (11) (2007)
Shinsuke Mori, Daisuke Takuma, Gakuto Kurata
Phoneme-to-Text Transcription System with an Infinite Vocabulary. ACL (2006)
Gakuto Kurata, Shinsuke Mori, Masafumi Nishimura
Unsupervised Adaptation of a Stochastic Language Model Using a Japanese Raw Corpus. ICASSP (1) (2006)
Shinsuke Mori, Gakuto Kurata
Class-based variable memory length Markov model. INTERSPEECH (2005)
Gakuto Kurata, Naoaki Okazaki, Mitsuru Ishizuka
GDQA: Graph Driven Question Answering System - NTCIR-4 QAC2 Experiments. NTCIR (2004)
Nobuaki Minematsu, Gakuto Kurata, Keikichi Hirose
Corpus-based analysis of English spoken by Japanese students in view of the entire phonemic system of English. INTERSPEECH (2002)
Nobuaki Minematsu, Gakuto Kurata, Keikichi Hirose
Integration of MLLR adaptation with pronunciation proficiency adaptation for non-native speech recognition. INTERSPEECH (2002)